Risk Management and Patient Safety
R E V I E W
Risk Management in Executive Levels of Healthcare
Organizations: Insights from a Scoping Review (2018) This article was published in the following Dove Press journal:
Risk Management and Healthcare Policy
Masoud Ferdosi 1
Reza Rezayatmand 2
Yasamin Molavi Taleghani 3
1Health Management and Economics
Research Center, Department of Health
Services Management, School of
Management and Medical Information
Sciences, Isfahan University of Medical
Sciences, Isfahan, Iran; 2Health
Management and Economics Research
Center, Isfahan University of Medical
Sciences, Isfahan, Iran; 3Department of
Health Services Management, School of
Management and Medical Information
Sciences, Isfahan University of Medical
Sciences, Isfahan, Iran
Background: This study attempted to present a framework and appropriate techniques for
implementing risk management (RM) in executive levels of healthcare organizations (HCOs)
and grasping new future research opportunities in this field.
Methods: A scoping review was conducted of all English language studies, from January
2000 to October 2018 in the main bibliographic databases. Review selection and character-
ization were performed by two independent reviewers using pretested forms.
Results: Following a keyword search and an assessment of fit for this review, 37 studies
were analyzed. Based on the findings and considering the ISO31000 model, a comprehensive
yet simple framework of risk management is developed for the executive levels of HCOs. It
includes five main phases: establishing the context, risk assessment, risk treatment, monitor-
ing and review, and communication and consultation. A set of tools and techniques were also
suggested for use at each phase. Also, the status of risk management in the executive levels
of HCOs was determined based on the proposed framework.
Conclusion: The framework can be used as a training tool to guide in effective risk
assessment as well as a tool to assess non-clinical risks of healthcare organizations.
Managers of healthcare organizations who seek to ensure high quality should use a range
of risk management methods and tools in their organizations, based on their need, and not
assume that each tool is comprehensive.
Keywords: organization risk management, scoping review, risk analysis, health care,
executive levels
Introduction Given the World Health Report (2000), the significance of healthcare organizations
(HCOs) has grown in global health discourse.1 However, in the last decade, HCOs
have faced two contradictions: first, healthcare costs have increased due to popula-
tion aging, the introduction of advanced technologies, and increased medical
errors.2,3 On the other hand, HCOs have become more complicated due to such
factors as efficient customers, biomedical developments, the complexity of services
and an increasing number of healthcare users.2,3 Therefore, demand for healthcare
is significantly higher than the human capacity and resources available in healthcare
departments.4 Corresponding to these limits, three interventional approaches have
been developed at various levels of the HCOs: (i) quality management, (ii) risk
management, and (iii) patient safety.5
In particular, risk management (RM) is a process-oriented method providing a
structured framework for identifying, assessing, and reducing risk at appropriate
times for HCOs.6 RM approach protects healthcare providers against unfavorable
Correspondence: Yasamin Molavi Taleghani Isfahan University of Medical Sciences, School of Management and Medical Informatics, Health Management and Economics Research Center, Hezar Jarib Street, Second Floor, Isfahan, Iran Tel +98 912 7233347 Email [email protected]
Risk Management and Healthcare Policy Dovepress open access to scientific and medical research
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http://doi.org/10.2147/RMHP.S231712
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incidents.7 This way, RM plays a major role in shrinking
uncertainties and enhancing rich opportunities for different
areas of the health system.8 Development of RM helps
HCOs and providers to reduce damage due to the probable
occurrence of defective processes through identifying error,
rooting, and strategy development.9 Implementing RM in
HCOs improves allocation of health resources,10 process
management, decision-making, reduced organizational
losses,11 patient safety,11 continuous quality improvement,2
customer satisfaction,2 organizational performance,12 hos-
pital reputation,11 and better community creation.2
A general framework for RM needs to be identified
before implementing the risk process. This framework deter-
mines the strategy of organization for identifying risk, risk
assessment, and risk reduction.13 This strategy outlines how
the RM process should be implemented in the organization. It
determines the resources that are needed, the key roles and
responsibilities for that, the ways risk needs to be identified.
It shows how the decision-making process looks like while
using those strategies.13 The available evidence suggests that
despite the existence of a large number of RM techniques, a
few of them have been employed so far in the HCOs.14–16
Risk management is one of the emerging areas in man-
agement systems; there are several reports that have provided
an overview of risk management inHCOs; however, it is
difficult to find studies that have systematically synthesized
risk management models at the executive levels of healthcare
organizations.17–19 This sector is far behind the rest of the
industry in terms of using these techniques. Nowadays, there
is a consensus in the healthcare sectors that the knowledge,
experience, and expertise of other industries in RM can
improve the quality of services provided in the healthcare
sectors.3 Therefore, reviewing the selection of RM techni-
ques seems indispensable. These instruments need to be
tailored to the complexities of the healthcare system and
the causes affecting incidents in this sector.20,21
The organizational structure of the healthcare system
has been classified into executive, administrative and
operational, each of which is exposed to some risks.22
This limited study aims to identify those risks that happen
in executive levels. The study would not consider those
risks that may happen in the operational levels of health-
care organizations and can be considered as a clinical risk.
Mention should be made that the executive levels of
healthcare organizations are the headquarters and deputies
of the HCOs that provides counseling and control over
healthcare delivery units.22 Therefore, the aim of this
review is to scope published different organizational RM
models, identify the strengths and weaknesses of each
model, and this way, propose a framework for implement-
ing RM in the executive levels of HCOs.
The applied purpose of this study was to integrate existing
research on the various areas of RM cycle (risk identification,
risk assessment, & risk management) and ultimately provide a
centralized knowledge base for future research in the executive
levels of HCOs. It is of note that the executive levels of HCOs
are the headquarters and deputies of the HCOs that provides
counseling and control over healthcare delivery units.
Methods The methodological framework of the scope review
described below was guided by such methodologies,
which have been published elsewhere.23,24
Scoping Review Question The first phase was represented by the definition of the
scope of the study in compliance with the objectives and
the underlying research hypotheses.
Based on preliminary studies, the research questions
developed for scoping review are as follows:
RQ1: How are organizational risks identified and cate-
gorized within the executive levels of HCOs?
RQ2: What is the proposed framework for organiza-
tional risk management in the executive levels of
HCOs? Also, what is the status of risk management
in the executive levels of HCOs based on the pro-
posed framework?
RQ3: What techniques and tools are available for
implementing organizational risk management in
the executive levels of HCOs?
Inclusion and Exclusion Criteria To obtain and include relevant and important documents to
concentrate on, a series of inclusion and exclusion criteria
should be defined. The selection of the studies was done
according to the following inclusion criteria:
(i) Studies on organizational RM and assessment tech-
niques and framework in healthcare organizations or
related organizations appropriate for imitation in the
healthcare organization; (ii) articles in English; (iii) 2000
to October 2018.
The following studies were excluded: (i) in the format
of letters, editorials, news, professional commentaries, and
reviews; (ii) without available abstracts or full text or
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references; (v) Models that cannot be imitated in health-
care organizations; (vi) Published in languages other than
English.
Identifying Locating Sources and Relevant
Articles This study was conducted in October 2018 through con-
sulting such databases as Pub Med, ISI, Emerald, Scopus,
IEEE, Springer, ProQuest, Cochrane, and Wiley from
2000 to May 2018. The search strategy was the same for
all the databases.
The identification of the keywords related to the sub-
jects and the objectives of the study are as follows: initi-
ally, keywords were identified by the authors through a
brainstorming process. The identified keywords were
refined and validated by a team composed of two univer-
sity academic members and two healthcare managers. The
search strategy was formulated using Boolean operators.
The formula was searched in the field of title and abstract
in online databases. The search strings used are shown in
Table 1, a search for each research question was per-
formed. Also, the search was repeated two times with the
following search string. In addition, the references were
retrieved from the studies included in the first iteration.
The keywords of references that matched with the search
keywords were chosen.
Study Selection and Data Abstraction The two authors (YMT and MF) independently performed
level 1 (titles and abstracts) and level 2 (full article texts)
screening forms. All screening and extraction were com-
pleted in duplicate. Disagreements were discussed between
the two reviewers and a third-party reviewer (R R) was
contacted if disagreements could not be resolved. After
independent reading of the full texts, the content analyzed
and selected the articles that answer the respective research
questions. Study quality was not assessed during the scop-
ing review as the objective of a scoping review is to identify
gaps in the literature and highlight future areas for systema-
tic review.23,24 The required information extracted based on
the research questions and placed in the designed templates.
Results Three thousand five hundred and seventy-four studies
were screened, excluded 761 duplicates, 1556 on title
review, 1081 on abstract review and 144 in a full-text
review. In total, leaving 37 papers (32 papers first iteration
on the database and five studies from hand searching)
search for critical appraisal. Table 2 shows the flowchart
for the study selection.
Characteristics of Articles Reviewed Bibliographical information about the 36 articles included
in this review can be obtained from Table 3.
Table 1 Search Strings for Research Questions and Studies
Code Search Strings Online Databases Field Quantity
RQ1 (risk OR failure* OR error* OR event*) AND (source* OR
classification* OR identify* OR category* OR epidemiology) AND
(organization* OR system* OR administration*) NOT clinical*
PubMed Title, Mesh, and Abstract 164
ISI Title, Topic, and Abstract 495
Scopus Title, Abstract, keywords 284
Emerald Title, Abstract, keywords 114
ProQuest Title, Abstract, keywords 102
Cochrane Title, Abstract, keywords 28
Wiley Title, Abstract, keywords 49
Springer Title, Abstract, keywords 30
IEEE Title, Mesh, and Abstract 21
RQ2
And
RQ3
(“risk management*” OR “risk assessment*” OR “management risk*”
OR “assessment risk” OR “ risk analysis*”) AND (model* OR
approach* OR technique* OR method* OR structure* OR tool* OR
process* OR framework*) AND (organization* OR system* OR
administration*)
PubMed Title, Mesh and Abstract 387
ISI Title, topic, and Abstract 273
Scopus Title, Abstract, keywords 838
Emerald Title, Abstract, keywords 235
ProQuest Title, Abstract, keywords 61
Cochrane Title, Abstract, keywords 24
Wiley Title, Abstract, keywords 215
Springer Title, Abstract, keywords 63
IEEE Title, Abstract, keywords 191
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Code Search Strings Online Databases Field Quantity
RQ1 (risk OR failure* OR error* OR event*) AND (source* OR classification* OR identify* OR category* OR epidemiology) AND (organization* OR system* OR administration*) NOT clinical*
PubMed Title, Mesh, and Abstract 164 ISI Title, Topic, and Abstract 495 Scopus Title, Abstract, keywords 284 Emerald Title, Abstract, keywords 114 ProQuest Title, Abstract, keywords 102 Cochrane Title, Abstract, keywords 28 Wiley Title, Abstract, keywords 49 Springer Title, Abstract, keywords 30 IEEE Title, Mesh, and Abstract 21
RQ2 And RQ3
(�risk management*� OR �risk assessment*� OR �management risk*� OR �assessment risk� OR � risk analysis*�) AND (model* OR approach* OR technique* OR method* OR structure* OR tool* OR process* OR framework*) AND (organization* OR system* OR administration*)
PubMed Title, Mesh and Abstract 387 ISI Title, topic, and Abstract 273 Scopus Title, Abstract, keywords 838 Emerald Title, Abstract, keywords 235 ProQuest Title, Abstract, keywords 61 Cochrane Title, Abstract, keywords 24 Wiley Title, Abstract, keywords 215 Springer Title, Abstract, keywords 63 IEEE Title, Abstract, keywords 191
According to Table 3, 11 articles (14.3%) were used to
answer the first research question, 30 articles (38.9%) were
used to answer questions 2, and finally, 36 articles (46.8%)
were used to answer research question 3. (Total papers >36
because each paper may be classified into two or more study
types, or may address two or more review questions.) Also, it
could be recognized that all but four articles were published
in 2009 or later, this is due to the complexity of environment
and type of services provided by organizations and, conse-
quently, use of the RM and risk assessment process as a tool
for reducing errors and incidents in recent years.
As can be seen in Table 3, based on the setting of
the studies, Europe had the most study with (59.5%)
of the authors affiliated with European universities and
Table 2 Paper Selection Process
Phase Number of
Imported
Number of
Excluded
Exclusion Criteria
Identification First iteration on data base
Question 1: 1287 (36.1%)
Question 2, 3: 2287 (63.9%)
3574 – R0: Disproportionate to the goals and
research questions
R1: letters, editorials, news, professional
commentaries, and reviews
R2: No outcome reported
R3: Poor study design
R4: No abstract or full text available
R5: Unclear description
R6: Not applicable for healthcare
organizations.
R7: No systematic approach to error
Screening Duplicate citations – 761
Title screening
Reason excluding papers on the basis of titles:
R0: 998 (64.1%) R1: 198(12.7%)
R6: 286(18.3%) R8:74(4.7%)
2813 1556
Abstract screening
Reason excluding papers on the basis of abstract:
R0: 450 (41.6%) R1: 127 (11.7%)
R2: 42 (3.9%) R3: 39 (3.6%)
R4: 36 (3.3%) R5: 25 (2.3%)
R6: 309 (28.6%) R8: 53 (4.9%)
1257 1081
Eligibility Full-text eligibility
(Agreement rate: 85%).
Reason excluding papers on the basis of full text:
R0: 39(27.4%) R1: 8(5.6%) R2: 10(6.94%) R3: 18
(12.5%) R4: 7(4.9%) R5: 6 (4.2%)
R6: 27(19%) R7: 29(20.4%)
176 144
Included Relevant papers found from the search on
database
Responsiveness rate of studied divided by each
research question:
Question 1: 10(14.7%) Question 2: 27(39.7%)
Question 3: 31(45.6%)
32 -
Relevant references on references of relevant
papers
Responsiveness rate of studied divided by each
research question:
Question 1: 1(20%) Question 2: 3 (30%)
Question 3: 5 (50%)
5 -
Achieving the relevant papers
Responsiveness rate of studied divided by each
research question:
Question 1: 11(14.3%) Question 2: 30(38.9%)
Question 3: 36(46.8%)
37 -
Note: Each study may answer several research questions.
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Phase Number of Imported Number of Excluded Exclusion Criteria
Identification First iteration on data base 3574 � R0: Disproportionate to the goals and research questions R1: letters, editorials, news, professional commentaries, and reviews R2: No outcome reported R3: Poor study design R4: No abstract or full text available R5: Unclear description R6: Not applicable for healthcare organizations. R7: No systematic approach to error
Question 1: 1287 (36.1%) Question 2, 3: 2287 (63.9%)
Screening Duplicate citations � 761
Title screening 2813 1556 Reason excluding papers on the basis of titles: R0: 998 (64.1%) R1: 198(12.7%) R6: 286(18.3%) R8:74(4.7%) Abstract screening 1257 1081
Reason excluding papers on the basis of abstract: R0: 450 (41.6%) R1: 127 (11.7%) R2: 42 (3.9%) R3: 39 (3.6%) R4: 36 (3.3%) R5: 25 (2.3%) R6: 309 (28.6%) R8: 53 (4.9%)
Eligibility Full-text eligibility 176 144 (Agreement rate: 85%). Reason excluding papers on the basis of full text: R0: 39(27.4%) R1: 8(5.6%) R2: 10(6.94%) R3: 18 (12.5%) R4: 7(4.9%) R5: 6 (4.2%) R6: 27(19%) R7: 29(20.4%)
Included Relevant papers found from the search on database 32 -
Responsiveness rate of studied divided by each research question: Question 1: 10(14.7%) Question 2: 27(39.7%) Question 3: 31(45.6%) Relevant references on references of relevant papers
Responsiveness rate of studied divided by each research question: Question 1: 1(20%) Question 2: 3 (30%) Question 3: 5 (50%) Achieving the relevant papers 37 -
Responsiveness rate of studied divided by each research question: Question 1: 11(14.3%) Question 2: 30(38.9%) Question 3: 36(46.8%)
Table 3 Bibliographical Sources of the Studies Included in the Literature Review
Code First Author Year of
Publication
Research Designs of the Articles Included in the Literature Review Answering Which
Research question Article
Type*
Data
Collection*
Country/
Setting of the
Studies
Context/Study
Population
1 Molavi
Taleghani 25
2016 4 1,2,3,4,5 Iran Emergency surgery ward
in hospital
2,3
2 Gervais 26
2012 3 2,4,5 Ireland Pharmaceutical
manufacturing
environment
2,3
3 Bernardini 27
2013 3 2 Italy Complex and mission-
critical systems
2,3
4 Cagliano 8
2011 3 6 Italy Pharmacy department in a
large hospital
2,3,1
5 Parand 28
2017 4 1,4,5 England+ Italy Medication administration
within homecare
1,2,3
6 Sendlhofer 29
2015 3 2,6 Austria Large university hospital 2,3
7 Lopez 30
2010 4 2,3 USA Clinical cell therapy in
regenerative medicine
2,3
8 Emblemsvag 31
2002 3 6,2 Norway Manufacturing
environment
1,2,3
9 Jaberidoost 32
2015 4 1,2,3,5 Iran Pharmaceutical industry 2,3
10 Wierenga 33
2009 3 5,3 Netherlands Two hospital 2,3
11 Niel-Laine 34
2011 2 2,5 France A central sterile supply
department
2,3,1
12 Trucco 35
2006 2 1,2,4,3 Italy Drug therapy management
process
2,3
13 Emre
Simsekler 36
2018 4 1,2,6 England Gastroenterology Unit in
Hospitals
1,3
14 Bonnabry 37
2005 4 5 Switzerland Pediatric parenteral
nutrition process
2,3
15 Rezaei 38
2018 4 2,5,1,3 IRAN Surgery ward in hospital 2,3
16 Domanski 39
2016 3 1,2,3 Poland Nonprofit Organizations 1,2,3
17 Ramkumar 40
2016 4 2,5,6 India E-procurement systems 1,2,3
18 Beauchamp-
Akatova 41
2013 3 2,3,6 Netherlands Air transport systems 2,3
19 Faiella 42
2017 4 2,3,6 Uk Administration of
medication in the home
setting
2,3
20 Usman Tariq 43
2013 3 6,2 Saudi Arabia Iodine development
industry
1,2,3
(Continued)
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Code First Author Year of Publication Research Designs of the Articles Included in the Literature Review Answering Which Research question Article Type
(see note * on page 6)
Data Collection (see note * on page 6)
Country/ Setting of the Studies
Context/Study Population
1 Molavi Taleghani (see endnote 25 on page 28)
2016 4 1,2,3,4,5 Iran Emergency surgery ward in hospital
2,3
2 Gervais (see endnote 26 on page 27)
2012 3 2,4,5 Ireland Pharmaceutical manufacturing environment
2,3
3 Bernardini (see endnote 27 on page 27)
2013 3 2 Italy Complex and mission- critical systems
2,3
4 Cagliano (see endnote 8 on page 27)
2011 3 6 Italy Pharmacy department in a large hospital
2,3,1
5 Parand (see endnote 28 on page 28)
2017 4 1,4,5 England+ Italy Medication administration within homecare
1,2,3
6 Sendlhofer (see endnote 29 on page 28)
2015 3 2,6 Austria Large university hospital 2,3
7 Lopez (see endnote 30 on page 28)
2010 4 2,3 USA Clinical cell therapy in regenerative medicine
2,3
8 Emblemsvag (see endnote 31 on page 28)
2002 3 6,2 Norway Manufacturing environment 1,2,3
9 Jaberidoost (see endnote 32 on page 28)
2015 4 1,2,3,5 Iran Pharmaceutical industry 2,3
10 Wierenga (see endnote 33 on page 28)
2009 3 5,3 Netherlands Two hospital 2,3
11 Niel-Laine (see endnote 34 on page 28)
2011 2 2,5 France A central sterile supply department 2,3,1
12 Trucco (see endnote 35 on page 28)
2006 2 1,2,4,3 Italy Drug therapy management process
2,3
13 Emre Simsekler (see endnote 36 on page 28)
2018 4 1,2,6 England Gastroenterology Unit in Hospitals
1,3
14 Bonnabry (see endnote 37 on page 28)
2005 4 5 Switzerland Pediatric parenteral nutrition process
2,3
15 Rezaei (see endnote 38 on page 28)
2018 4 2,5,1,3 IRAN Surgery ward in hospital 2,3
16 Domanski (see endnote 39 on page 28)
2016 3 1,2,3 Poland Nonprofit Organizations 1,2,3
17 Ramkumar (see endnote 40 on page 28)
2016 4 2,5,6 India E-procurement systems 1,2,3
18 Beauchamp- Akatova (see endnote 41 on page 28)
2013 3 2,3,6 Netherlands Air transport systems 2,3
19 Faiella (see endnote 42 on page 28)
2017 4 2,3,6 Uk Administration of medication in the home setting
2,3
20 Usman Tariq (see endnote 43 on page 28)
2013 3 6,2 Saudi Arabia Iodine development industry 1,2,3
institutions. Asia was the next one with (21.6%) of the
studies, followed by America (13.5%), Oceania
(2.7%), and Africa with 2.7%. Also, most of the stu-
dies examined in developed countries. Thus, at this
point, we can already identify a need for more
research into risk management in developing countries.
As for design, 2(5.4%) studies were empirical quanti-
tative, 5 (13.5%) empirical qualitative, 12 (32.4%) con-
ceptual/theoretical and 18 (48.7%) mix method.
How are Organizational Risks Identified
and Categorized Within Executive Levels
of Healthcare Organizations? Risk identification is usually a necessary condition for later
risk management.25 Given dynamic and complex healthcare
organizations, different risk sources can trigger hazardous
situations, potentially harming the organization.36 It is
therefore essential to consider as many risk sources as
possible within a classification to help participants
Table 3 (Continued).
21 Famiyeh 44
2015 4 3,1,5,4 Ghana Mining organization 2,3
22 Choo 45
2015 4 6,1,3,4,5 USA Business unit within a
large high-tech
organization
1,2,3
23 Apostolopoulos 46
2016 4 3,5,6 UK Various industries 1,2,3
24 Delcea 47
2016 1 2,6 Romania Clinical Emergency
County Hospital
1,3
25 Abdi 48
2016 4 6,4,3,5 Iran Intensive care unit 2,3
26 Chu 49
2014 4 5,6 Taiwan E-healthcare architecture
and syndrome test
2,3
27 Prijatelj 50
2012 3 5,3 Slovenia Selected clinical
departments
2,3
28 Kerckhoffs 51
2013 2 1,5 Netherlands Intensive Care Unit of in
hospital
2,3
29 Vahidnia 52
2017 2 1,3,6,2,4 Turkey Small software company in
a University
2,3
30 Leung 53
2008 3 1,2,3,5 Canada Public sector research 2,3
31 Zeng 54
2013 3 2 USA Enterprise resource
planning (ERP) systems
2,3
32 MC Emre
Simsekl 55
2015 4 1,2,4 UK University Hospitals
Foundation Trust
1,3
33 M. C. Emre
Simsekler 36
2018 2 3,1 UK Health-care Foundation
Trust
3
34 Jun 56
2010 4 2,6,3,1 UK Health service 3
35 Card 20
2014 1 5,1 USA Healthcare organization 3
36 Potts 57
2014 4 1,5,3,2,4 UK Community-based
anticoagulation clinic
2,3
37 Kessels-
Habraken 58
2009 4 1,2,4,5 Netherlands General hospital 2,3
Notes: *Type of study included 1) Empirical quantitative; 2) Empirical qualitative 3) Conceptual/theoretical 4) mixed method. Data collection methods included 1) Survey (questionnaires or checklists); 2) Database, Documents & Records; 3) Interviews; 4) observation; 5) Focus Groups; 6) Ethnographies, Oral History, & Case Studies.
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21 Famiyeh (see endnote 44 on page 28)
2015 4 3,1,5,4 Ghana Mining organization 2,3
22 Choo (see endnote 45 on page 28)
2015 4 6,1,3,4,5 USA Business unit within a large high-tech organization
1,2,3
23 Apostolopoulos (see endnote 46 on page 28)
2016 4 3,5,6 UK Various industries 1,2,3
24 Delcea (see endnote 47 on page 28)
2016 1 2,6 Romania Clinical Emergency County Hospital
1,3
25 Abdi (see endnote 48 on page 28)
2016 4 6,4,3,5 Iran Intensive care unit 2,3
26 Chu (see endnote 49 on page 28)
2014 4 5,6 Taiwan E-healthcare architecture and syndrome test
2,3
27 Prijatelj (see endnote 50 on page 28)
2012 3 5,3 Slovenia Selected clinical departments 2,3
28 Kerckhoffs (see endnote 51 on page 28)
2013 2 1,5 Netherlands Intensive Care Unit of in hospital
2,3
29 Vahidnia (see endnote 52 on page 28)
2017 2 1,3,6,2,4 Turkey Small software company in a University
2,3
30 Leung (see endnote 53 on page 28)
2008 3 1,2,3,5 Canada Public sector research 2,3
31 Zeng (see endnote 54 on page 28)
2013 3 2 USA Enterprise resource planning (ERP) systems
2,3
32 MC Emre Simsekl (see endnote 55 on page 28)
2015 4 1,2,4 UK University Hospitals Foundation Trust
1,3
33 M. C. Emre Simsekler (see endnote 36 on page 28)
2018 2 3,1 UK Health-care Foundation Trust 3
34 Jun (see endnote 56 on page 28)
2010 4 2,6,3,1 UK Health service 3
35 Card (see endnote 20 on page 27)
2014 1 5,1 USA Healthcare organization 3
36 Potts (see endnote 57 on page 28)
2014 4 1,5,3,2,4 UK Community-based anticoagulation clinic
2,3
37 Kessels- Habraken (see endnote 58 on page 28)
2009 4 1,2,4,5 Netherlands General hospital 2,3
familiarize themselves with the given system and potential
risk sources.36 Although the study strategy did not focus on
risk types of healthcare organizations (see methods), the
reviewed studies placed significant emphasis on identifying
and discussing a variety of typical risks in similar organiza-
tions with healthcare organizations.
According to the results of Simsekler et al, risk identi-
fication Framework (RID Framework) used to identify
risks of the health organizations.36 The risk identification
framework includes a spectrum of inputs (System famil-
iarization), processes (Identification of risks), and outputs
(Presentation of the risks) in its structure.36
Results of the studies, a functional framework for
identifying and classifying risks in executive levels of
HCOs are presented in Table 4.
According to Table 4, risk sources are classified into
two categories (internal and external), and risk identifica-
tion tools classified into two categories (retrospective-pro-
spective and intra-organizational – inter-organizational).
Which Organization RM Framework and
Techniques are Used in Executive Levels
of Healthcare Organizations? A stringent risk management process may enable executive
levels of HCOs to cope with the risks presented in the
previous section. Once risks have been identified, a number
of techniques and actions can be selected to address them.
Various models have been used by organizations to
assess and manage risk, the results are which are shown
in Table 5. Based on the findings in Table 5, the risk
management framework that are applicable to the execu-
tive levels of HCOs are classified into basic models and
combined models. In addition, risk management models
are divided by cost, time, and complexity. The approaches
of risk management models are also divided into qualita-
tive or quantitative, systemic or individual, retrospective
or retrospective, and holistic or partial.
According to the studies’ results, a simple and compre-
hensive framework for RM in executive levels of HCOs was
suggested. The proposed framework of the present study
consists of five phases that its main phases are adapted
from the ISO13000 framework. The following is a suggested
framework and techniques that can be used to implement risk
management processes in executive levels of HCOs. Finally,
in Table 5 examines the extent to which risk management
based on the key phases of the proposed framework is
established in healthcare organizations.
(I) Establishing the context,
(II) Risk assessment (risk identification, risk analysis,
and risk evaluation),
(III) Risk treatment (strategy determination, designing
measures and decision-making, planning, and
implementation),
(IV) Communication and consultation, and
(V) Monitoring and reviews.
In the following, RM framework and techniques in execu-
tive levels of HCOs for each organization were mentioned.
Establishing the Context (Initiation and
Preparations) The first phase in the risk management process is estab-
lishing the context. The context establishment primarily
paves the way for the organizational nature of the com-
pany such as the project objective and management style
or organization culture. In this step, issues such as health-
care organization background, who should conduct the
RM process, Identify interested parties, formulate pro-
blems, set the objective(s) of RM and Select appropriate
methods for RM are reviewed.43,59
The organizational RM team should be multidisciplin-
ary and comprised of various specializations, in particular,
managers, process owner experts, and RM experts (con-
sultants and facilitators).25,33 Also, the number of team
members depends on the complexity of organizational
issues.33,40,43
Risk Assessment The second phase in the risk management process is risk
assessment, which involves measuring or estimating the
potential frequency of losses and the potential impact of a
risk on the organizations' health care. Subsequently, the
risks can be ranked according to its importance for the
HCOs. In general, the following three steps (risk identifi-
cation, risk analysis, and risk evaluation) proposed for risk
assessment in executive levels of HCOs:
Risk Identification Describing the Process and System Definition
According to the results, there were several methods for
outlining risky processes that executive levels of HCOs
can use depending on their needs: Textual system
description,8,41,53,59 activity breakdown structure (ABS),8
radar charts,34 flow charts,3,25,28,30,38,45,50,56,62 process
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Establishing the context, Risk assessment (risk identification, risk analysis, and risk evaluation), Risk treatment (strategy determination, designing measures and decision-making, planning, and implementation),
Communication and consultation, and
Monitoring and reviews.
Table 4 Identification and Classification of Risks in Executive Levels of Healthcare Organization
Input Process Output
Customers and stakeholders demands (patients, providers, suppliers,
and buyers) 8
All organizational processes (clinical and
non-clinical processes, technology
processes, etc.) 8
Customer perceptions,
costs, functions and health
status 8
Source of risk 8
Intra-organizational Risk 8
1- Internal:
1–1 Organization or Operational: Organization structure, process,
organization culture 8,26,31,45,59
1–2 Physical structure and technological supports:
Used by resources to perform their activities and all the tools
necessary to support processes within a healthcare delivery system.
(information system, information security, Technology selection and
implementation related) 8,31,34,40,45,60
1–3 Communication/information: As the basis of the relationships
among resources and between them and technological supports.
(Information exchanges, communicating variations and
decisions). 8,31,34,40,55,59
1–4 Human or personnel resource34,45,55,59
1–5 Financial: Form of financing, evaluation, return. 31,45,59
1–6 Organization conditions or location 45,55
1–7 Customer43
1–8 Administrative or task 25,55
1–9 Knowledge and skill 40
1–10 Material and equipment: displays/integrity/positioning/
usability 34,55
1–11 Collaboration and team 39
2- External:
2–1 Supplying 3,60,61
2–2 Financing 8,43
2–3 Environment and ecological8
2–4 Regulation and Legal 34,45
2–5 Logistics: Manufacturing, disruption and transportation, inventory,
storage 34,60,61
2–6 Commercial 34
2–7 Revenue: demand, toll/tariff, development 60,61
2–8 Capacity60
2–9 Social 60
2–10 Volunteers 39
2–11 Political and government43
A: Expert opinion(focus groups-
brainstorming- Delphi
technique) 26,32,37,40,43,44,46
B: Results of examination of documents,
reports and other records of visits 29,30,52
C: Observation 25
Hazard: what can go
wrong?
Cause: why/how it could
go wrong?
Effect: who/what is at risk?
Extra-organizational
A: Literature 32,40,61
B: Stakeholder analysis 43
C: Results of reports of higher
organizations 30
D: External audit 30,43
Retrospective
A: Expert opinion 26,32,44
B: Interviews 30,46,53
C: Risk Breakdown Structure(RBS) 8,46
D: Survey results 29,32,40,53
E: Critical incident
F: Reporting system 29
G: Historical and Previous data 43,52
H: Quality function deployment(QFD) 43
I: Triangle method 25
J: Cause and effect analysis (CEA) 60
K: Event or fault tree analysis 26,54,60
L: Checklists or check sheet 60
M: SWOT analysis 46
N: PESTEL analysis 46
O: Direct observation 25
Nature of hazards 8,36
Prospective
A: Obvious hazard: Is apparent to the senses
B: Concealed hazard: Is not apparent to the senses
C: Developing hazard: Cannot be recognized immediately, and
develops over time
4: Transient hazard: An intermittent or temporary hazard
A: Level of probability 43
B: Failure mode and effect analysis
(FMEA) 60
C: Imagery 60
D: Modeling 60
E: Grey systems theory 47
F: Hierarchical holographic
modeling (HHM) 26
Time 8,36
A: Past: what has gone wrong the past?
B: Present: what could go wrong currently?
C: Future: what can go wrong due to change?
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Input Process Output
Customers and stakeholders demands (patients, providers, suppliers, and buyers) (see endnote 8 on page 27)
All organizational processes (clinical and non-clinical processes, technology processes, etc.) (see endnote 8 on page 27)
Customer perceptions, costs, functions and health status (see endnote 8 on page 27)Source of risk (see endnote 8 on page 27) Intra-organizational Risk (see endnote 8 on page 27)1- Internal: A: Expert opinion(focus groups- brainstorming-
Delphi technique) (see endnote 26 on page 27 and endnotes 32, 37, 40, 43, 44, & 46 on page 28)
Hazard: what can go wrong? Cause: why/how it could go wrong? Effect: who/what is at risk?
1�1 Organization or Operational: Organization structure, process, organization culture (see endnotes 8 & 26 on page 27 and endnotes 31, 45, & 59 on page 28)1�2 Physical structure and technological supports: B: Results of examination of documents,
reports and other records of visits (see endnotes 29, 30, & 52 on page 28)
Used by resources to perform their activities and all the tools necessary to support processes within a healthcare delivery system. (information system, information security, Technology selection and implementation related) (see endnote 8 on page 27 and endnotes 31, 34, 40, 45, & 60 on page 28)
C: Observation (see endnote 25 on page 27)Extra-organizational
1�3 Communication/information: As the basis of the relationships among resources and between them and technological supports. (Information exchanges, communicating variations and decisions). (see endnote 8 on page 27 and endnotes 31, 34, 40, 55, & 59 on page 28)
A: Literature (see endnotes 32, 40, & 61 on page 28)B: Stakeholder analysis (see endnote 43 on page 28)C: Results of reports of higher organizations (see endnote 30 on page 28)1�4 Human or personnel resource (see endnotes 34, 45, 55,
& 59 on page 28) D: External audit (see endnotes 30 & 43 on page 28)1�5 Financial: Form of financing, evaluation, return. (see endnotes
31, 45, & 59 on page 28) Retrospective
1�6 Organization conditions or location (see endnotes 45 & 55 on page 28)1�7 Customer (see endnote 43 on page 28) A: Expert opinion (see endnote 26 on
page 27 and endnotes 32 & 44 on page 28)
1�8 Administrative or task (see endnote 25 on page 27 and endnote 55 on page 28)
B: Interviews (see endnotes 30, 46, & 53 on page 28)1�9 Knowledge and skill (see endnote 40 on page 28) C: Risk Breakdown Structure(RBS) (see endnote 8 on page 27 and endnote 46 on page 28)
1�10 Material and equipment: displays/integrity/positioning/ usability (see endnotes 34 & 55 on page 28)
D: Survey results (see endnotes 29, 32, 40, & 53 on page 28)E: Critical incident
1�11 Collaboration and team (see endnote 39 on page 28)F: Reporting system (see endnote 29 on page 28)2- External: 2�1 G: Historical and Previous data (see endnotes 43 & 52 on page 28)2�1 Supplying (see endnote 3 on page 27 and endnotes 60
& 61 on page 28) H: Quality function deployment(QFD) (see endnotes 43 on page 28)2�2 Financing (see endnote 8 on page 27 and endnote 43
on page 28) I: Triangle method (see endnotes 25 on page 27)2�3 Environment and ecological (see endnote 8 on page 27)J: Cause and effect analysis (CEA) (see endnotes 60 on page 28)2�4 Regulation and Legal (see endnotes 34 & 45 on page
28) K: Event or fault tree analysis (see endnote 26 on page 27 and endnotes 54 & 60 on page 28)
2�5 Logistics: Manufacturing, disruption and transportation, inventory, storage (see endnotes 34, 60, & 61 on page 28)
L: Checklists or check sheet (see endnote 60 on page 28)M: SWOT analysis (see endnote 46 on page 28)2�6 Commercial (see endnote 34 on page 28) N: PESTEL analysis (see endnote 46 on page 28)2�7 Revenue: demand, toll/tariff, development (see endnotes
60 & 61 on page 28) O: Direct observation (see endnote 25 on page 27)2�8 Capacity (see endnote 60 on page 28)
2�9 Social (see endnote 60 on page 28) 2�10 Volunteers (see endnote 39 on page 28) 2�11 Political and government (see endnote 43 on page 28) Nature of hazards (see endnote 8 on page 27 and endnote 36 on page 28)
Prospective
A: Obvious hazard: Is apparent to the senses A: Level of probability (see endnote 43 on page 28)B: Concealed hazard: Is not apparent to the senses B: Failure mode and effect analysis (FMEA) (see endnote 60 on page 28)C: Developing hazard: Cannot be recognized immediately,
and develops over time C: Imagery (see endnote 60 on page 28) 4: Transient hazard: An intermittent or temporary hazard D: Modeling (see endnote 60 on page
28)Time (see endnote 8 on page 27 and endnote 36 on page 28)E: Grey systems theory (see endnote 47 on page 28)F: Hierarchical holographic modeling (HHM) (see endnote 26 on page 28)A: Past: what has gone wrong the past?
B: Present: what could go wrong currently? C: Future: what can go wrong due to change?
Table 5 Characteristics of Organization RM and Risk Analysis Techniques
Model Name Steps Characteristics Output and Information Attitude to
the Risk
Applicable
Type of
Environment
Cost Time Complexity
Establish
the
Context
Risk
Identification
Risk
Analysis
Risk
Evaluation
Risk
Treatment
Monitoring
1- Risk Analysis Phases
1-1- Base models
Strategic risk
analysis
approach (SRA)
1 - Define objectives, 2 -
Brainstorm risk, and
characteristics according to the
SWOT axis; 3 - Calculate
possibilities and consequence of
the risks; 4 - Combine risks with
characteristics. 31
Weakness: It does
not express the
relationship
between risks and
its nature.
Strength: It
interrelates the
organization
strategic risks and
organizational
characteristics.
N S Y Y N N *Qualitative
*Systemic
*Prospective
*Holistic
Particularly
risks
associated
with the
mission and
objectives of
the
organization
Low-
medium
Low-
medium
Low-medium
Preliminary Risk
Analysis method
(PRA)
1. PRA team; 2. Elaborating
hazardous situations mapping
and priority; 3. Elaboration of
potential risks scenario. 34
Strength: An
effective tool for
identifying high-
risk dangers
Weakness: Error
details are not
mentioned
Y S Y Y Y Y *Holistic
*Systemic
*Prospective
*Qualitative
All, especially
the early
stages of a
project
Low-
medium
Low-
medium
Low-medium
Healthcare
Failure Mode
and Effect
Analysis
1. Selection of a high-risk
process; 2. Assembling the team;
3. Graphically describing the
processes; 4. Conducting hazard
analysis; 5. Actions and outcome
measures. 25
Weakness: 1.
Use qualitative
and subjective
approaches to
calculate error.
2. Interaction
between errors
is ignored.
3. Effectiveness
of measures is
not estimated.
Y Y Y Y S N *Systemic
*Narrow
*Prospective
*Qualitative
All, especially
for
well-defined
systems
Medium Medium Medium
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Model Name Steps Characteristics Output and Information Attitude to the Risk
Applicable Type of Environment
Cost Time Complexity
Establish the Context
Risk Identification Risk Analysis Risk Evaluation Risk Treatment Monitoring
1- Risk Analysis Phases
1-1- Base models Strategic risk analysis approach (SRA)
1- Define objectives, 2 - Brainstorm risk, and characteristics according to the SWOT axis; 3 - Calculate possibilities and consequence of the risks; 4 - Combine risks with characteristics. (see endnote 31 on page 28)
Weakness: It does not express the relationship between risks and its nature. Strength: It interrelates the organization strategic risks and organizational characteristics.
N S Y Y N N *Qualitative *Systemic *Prospective *Holistic
Particularly risks associated with the mission and objectives of the organization
Low- medium Low- medium Low-medium
Preliminary Risk Analysis method (PRA)
1. PRA team; 2. Elaborating hazardous situations mapping and priority; 3. Elaboration of potential risks scenario. (see endnote 34 on page 28)
Strength: An effective tool for identifying high- risk dangers Weakness: Error details are not mentioned
Y S Y Y Y Y *Holistic *Systemic *Prospective *Qualitative
All, especially the early stages of a project
Low- medium Low- medium Low-medium
Healthcare Failure Mode and Effect Analysis
1. Selection of a high-risk process; 2. Assembling the team; 3. Graphically describing the processes; 4. Conducting hazard analysis; 5. Actions and outcome measures. (see endnote 25 on page 27)
Weakness: 1. Use qualitative and subjective approaches to calculate error. 2. Interaction between errors is ignored. 3. Effectiveness of measures is not estimated.
Y Y Y Y S N *Systemic *Narrow *Prospective *Qualitative
All, especially for well-defined systems
Medium Medium Medium
Table 5 (Continued).
Model Name Steps Characteristics Output and Information Attitude to
the Risk
Applicable
Type of
Environment
Cost Time Complexity
Establish
the
Context
Risk
Identification
Risk
Analysis
Risk
Evaluation
Risk
Treatment
Monitoring
Criticality
analysis
(FMECA)
1. Team formation, 2. Process
mapping, 3. Risk identification, 4.
Determination of error roots, 5.
Criticality, 6. Analysis, 7.
Determine corrective actions. 37
Weakness: 1.
Use qualitative
and subjective
approaches to
calculate error.
2. Interaction
between errors
is ignored.
3. Effectiveness
of measures is
not estimated.
Y Y Y Y S N *Systemic
*Narrow
*Prospective
*Qualitative
All, especially
for
well-defined
systems
Medium Medium Medium
Change Risk
Assessment
Model (CRAMS)
1. Risk Identification; 2. Risk
Assessment; 3. Risk Monitoring
& Control CRAM’s Node
Hierarchy. 46
Weakness:
Depend on the
expert judgment.
Strength: A
method for
analyzing system
changes
Y S Y Y Y Y *Prospective
*Qualitative
*Systemic
*Narrow
All, especially
for the
analysis of
recent
changes in
systems
Low-
medium
Low-
medium
Low-medium
Using a GRPN-
Based FMEA
Model
1. Select a procedure/sub
procedure for study; 2.
Assemble a team; 3. Make a
diagram of the procedure/
subprocedure; 4. Identify the
failure modes; 5. Use historical
data of risk factors 6-Give α and
risk weights; 6. Suggest
threshold; 7. Create an FMEA
worksheet; 8. Sort the failure
modes; 9. Take corrective
action. 49
Strength: Using
quantitative
parameters to
estimate and
prioritize errors
Weakness: The
effectiveness of
measurable is not
estimated.
2-Variables
values are
homogeneous
for calculating
SOD.
Y S Y Y Y N *Systemic
*Narrow
*Prospective
*Qualitative-
quantitative
All, especially
for
well-defined
systems and
critical
parameters
Medium Medium Medium
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Model Name Steps Characteristics Output and Information Attitude to the Risk
Applicable Type of Environment
Cost Time Complexity
Establish the Context
Risk Identification Risk Analysis Risk Evaluation Risk Treatment Monitoring
Criticality analysis (FMECA)
1. Team formation, 2. Process mapping, 3. Risk identification, 4. Determination of error roots, 5. Criticality, 6. Analysis, 7. Determine corrective actions. (see endnote 37 on page 28)
Weakness: 1. Use qualitative and subjective approaches to calculate error. 2. Interaction between errors is ignored. 3. Effectiveness of measures is not estimated.
Y Y Y Y S N *Systemic *Narrow *Prospective *Qualitative
All, especially for well-defined systems
Medium Medium Medium
Change Risk Assessment Model (CRAMS)
1. Risk Identification; 2. Risk Assessment; 3. Risk Monitoring & Control CRAM�s Node Hierarchy. (see endnote 46 on page 28)
Weakness: Depend on the expert judgment. Strength: A method for analyzing system changes
Y S Y Y Y Y *Prospective *Qualitative *Systemic *Narrow
All, especially for the analysis of recent changes in systems
Low- medium Low- medium Low-medium
Using a GRPN- Based FMEA Model
1. Select a procedure/sub procedure for study; 2. Assemble a team; 3. Make a diagram of the procedure/ subprocedure; 4. Identify the failure modes; 5. Use historical data of risk factors 6-Give ᄆ and risk weights; 6. Suggest threshold; 7. Create an FMEA worksheet; 8. Sort the failure modes; 9. Take corrective action. (see endnote 49 on page 28)
Strength: Using quantitative parameters to estimate and prioritize errors Weakness: The effectiveness of measurable is not estimated. 2-Variables values are homogeneous for calculating SOD.
Y S Y Y Y N *Systemic *Narrow *Prospective *Qualitative- quantitative
All, especially for well-defined systems and critical parameters
Medium Medium Medium
Bow-Tie Model 1. Selection of
hazards; 2. Description of the
team formation; 3. Identify
hazard; 4-Identify critical
event; 5. Identify treat; 6. Identify
consequence ;7-Identify
barrier; 8. Identify escalation
factor; 9. Determining
recommendation and
implemented. 33,48,51
Weaknesses:
1. Uses
qualitative and
subjective
approaches in
calculating
errors.
2. Team
members should
have high
knowledge of
their system
details.
3. The
effectiveness of
measures cannot
be estimated.
S S Y Y Y N *Prospective
*Qualitative
*Systemic
*Narrow
All, especially
for
project in a
larger safety
improvement
plan
medium medium medium
1-2 Combined Models
Analytic
hierarchy
process and
simple additive
weighting
(SAW) methods
1. Risk identification; 2. Risk
analysis included 2-1. Scoring
hazards; 2-2. Scoring probability;
2. 3Prioritize function; 2-4. Pilot
study; 2–5. Risk analysis
matrix; 3. Risk evaluation
included 3-1. Risk calculation;
3-2. Risk ranking. 32
Strength: 1. Use
of quantitative
approaches to
risk estimation
Y S Y Y N N *Qualitative-
quantitative
*Systemic
*Prospective
*Holistic
All Medium Medium Medium
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Bow-Tie Model 1. Selection of hazards; 2. Description of the team formation; 3. Identify hazard; 4-Identify critical event; 5. Identify treat; 6. Identify consequence ;7-Identify barrier; 8. Identify escalation factor; 9. Determining recommendation and implemented. (see endnotes 33, 48 & 51 on page 28)
Weaknesses: 1. Uses qualitative and subjective approaches in calculating errors. 2. Team members should have high knowledge of their system details. 3. The effectiveness of measures cannot be estimated.
S S Y Y Y N *Prospective *Qualitative *Systemic *Narrow
All, especially for project in a larger safety improvement plan
medium medium medium
1-2 Combined
Analytic hierarchy process and simple additive weighting (SAW) methods
1. Risk identification; 2. Risk analysis included 2-1. Scoring hazards; 2-2. Scoring probability; 2. 3Prioritize function; 2-4. Pilot study; 2�5. Risk analysis matrix; 3. Risk evaluation included 3-1. Risk calculation; 3-2. Risk ranking. (see endnote 32 on page 28)
Strength: 1. Use of quantitative approaches to risk estimation
Y S Y Y N N *Qualitative- quantitative *Systemic *Prospective *Holistic
All Medium Medium Medium
Table 5 (Continued).
Model Name Steps Characteristics Output and Information Attitude to
the Risk
Applicable
Type of
Environment
Cost Time Complexity
Establish
the
Context
Risk
Identification
Risk
Analysis
Risk
Evaluation
Risk
Treatment
Monitoring
Evidence-based
methodology
Be used by three methods:
A - (HFMEA): 1. Topic definition;
2. Assemble the team; 3.
Graphical process; 4. Failure
mode identification; 5. Failure
moderating; 6. Identification of
critical factor; 7. Cause analysis;
8. Identify actions and outcome
measures
B - Systematic Human Error
Reduction and Prediction
Analysis (SHERPA):1-HTA
diagram; 2- Human error
identification;3Consequence
analysis and check of severity
scores; 4-Recovery analysis; 5-
Remedy analysis
C- Systems-Theoretic Accident
Model and Processes (STAMP)
1-Control structure; 2-Controls
and communication problem
examination. 28
Strength:
Combined model
Weakness: uses
qualitative and
subjective
approaches to
calculate error
Y Y Y Y Y Y *Prospective
*Systemic-
humanistic
*Qualitative-
quantitative
*Narrow
All, specially
system
accidents
Medium-
high
High High
Human
Reliability
Assessment
(HRA) and
FMEA
1. Context analysis; 2. Process
mapping; 3. Risk identification
and assessment; 4. Failure modes
and waste analysis; 5. Suggested
improvement actions and degree
of success of already taken
measures. 8
Strength:
Combined model
Weakness: The
validity of results
depends on the
collected data.
Y Y Y N S N *Systemic-
humanistic
*Prospective
*Narrow
*Qualitative-
quantitative
All Medium-
high
Medium-
high
Medium-high
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Model Name Steps Characteristics Output and Information Attitude to the Risk
Applicable Type of Environment
Cost Time Complexity
Establish the Context
Risk Identification Risk Analysis Risk Evaluation Risk Treatment Monitoring
Evidence-based methodology
Be used by three methods: A - (HFMEA): 1. Topic definition; 2. Assemble the team; 3. Graphical process; 4. Failure mode identification; 5. Failure moderating; 6. Identification of critical factor; 7. Cause analysis; 8. Identify actions and outcome measures B - Systematic Human Error Reduction and Prediction Analysis (SHERPA):1-HTA diagram; 2- Human error identification;3Consequence analysis and check of severity scores; 4-Recovery analysis; 5- Remedy analysis C- Systems-Theoretic Accident Model and Processes (STAMP) 1-Control structure; 2-Controls and communication problem examination. (see endnote 28 on page 28)
Strength: Combined model Weakness: uses qualitative and subjective approaches to calculate error
Y Y Y Y Y Y *Prospective *Systemic- humanistic *Qualitative- quantitative *Narrow
All, specially system accidents
Medium- high
High High
Human Reliability Assessment (HRA) and FMEA
1. Context analysis; 2. Process mapping; 3. Risk identification and assessment; 4. Failure modes and waste analysis; 5. Suggested improvement actions and degree of success of already taken measures. (see endnote 8 on page 27)
Strength: Combined model Weakness: The validity of results depends on the collected data.
Y Y Y N S N *Systemic- humanistic *Prospective *Narrow *Qualitative- quantitative
All Medium- high
Medium- high
Medium-high
(FMEA/FMECA) 1. Selection of the process to be
studied; 2. Establishment of the
team; 3. Training; 4. Process
modeling flowchart; 5.
Identification of potential failure
mode; 6. Identification of
possible consequences; 7.
Identification of possible causes;
8. Estimation S, O, D; 9.
Calculation of risk priority; 10.
Decision; 11. Approval. 30
Strength:
Combined model
Weakness: 1-
Evaluation of
external effects is
limited.2.
Interaction
between errors
is ignored
S Y Y Y Y N *Systemic
*Narrow
*Prospective
*Qualitative-
quantitative
All, especially
for
well-defined
systems and
critical
parameters
Medium-
high
Medium-
high
Medium-high
CREA (Clinical
Risk and Error
Analysis
method)
1. Activities Identification; 2.
Activities; 3. Identification of
error modes based HUMAN
HAZOP; 4. Risk Evaluation
based risk diagram; 5.
Organizational Causes Analysis
based VINCENT’S
FRAMEWORK. 35
Strength: The
decision support
tool is for
process
reengineering
Weakness: 1. Is
based on
personal
judgment.
2. requires
strong
documentation
N Y Y Y N N *Holistic
(Emphasis on
work
procedures)
*Systemic-
humanistic
*Prospective
*quantitative
All, especially
Identify
possible
deviations and
sequential
operations or
procedures
High High High
(Continued)
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(FMEA/FMECA) 1. Selection of the process to be studied; 2. Establishment of the team; 3. Training; 4. Process modeling flowchart; 5. Identification of potential failure mode; 6. Identification of possible consequences; 7. Identification of possible causes; 8. Estimation S, O, D; 9. Calculation of risk priority; 10. Decision; 11. Approval. (see endnote 30 on page 28)
Strength: Combined model Weakness: 1- Evaluation of external effects is limited.2. Interaction between errors is ignored
S Y Y Y Y N *Systemic *Narrow *Prospective *Qualitative- quantitative
All, especially for well-defined systems and critical parameters
Medium- high
Medium- high
Medium-high
CREA (Clinical Risk and Error Analysis method)
1. Activities Identification; 2. Activities; 3. Identification of error modes based HUMAN HAZOP; 4. Risk Evaluation based risk diagram; 5. Organizational Causes Analysis based VINCENT�S FRAMEWORK. (see endnote 35 on page 28)
Strength: The decision support tool is for process reengineering Weakness: 1. Is based on personal judgment. 2. requires strong documentation
N Y Y Y N N *Holistic (Emphasis on work procedures) *Systemic- humanistic *Prospective *quantitative
All, especially Identify possible deviations and sequential operations or procedures
High High High
Table 5 (Continued).
Model Name Steps Characteristics Output and Information Attitude to
the Risk
Applicable
Type of
Environment
Cost Time Complexity
Establish
the
Context
Risk
Identification
Risk
Analysis
Risk
Evaluation
Risk
Treatment
Monitoring
Multiple models Be used by three methods:
A - FMEA: 1. Identify failure
modes; 2. Identify severity,
likelihood, and detection;3.
Define failure causes
B - Hierarchical holographic
modeling (HHM): 1. Define the
key risk issue; 2. Decompose the
risk issue into different,
appropriate perspectives; 3.
Further decompose the head
topics into a hierarchy of
subtopics; 4. Crosscheck; 5.
Walkthrough each topic and sub-
topic to identify risk scenarios
for further analysis.
C- Technique for human error
rate prediction (THERP): 1.
Definition; 2. Screening; 3.
Qualitative analysis; 4.
Representation; 5. Impact
assessment; 6. Quantification; 7.
Documentation. 26
Strength:
Combined model
Weakness: It
analyzes all
failures equally,
regardless of
their importance,
and has
difficulty dealing
with data
redundancies,2-
expensive,3-
time-consuming
for complex
systems,4-failure
modes are
considered one-
at-a-time,
meaning it is
unable to detect
common cause
failures and
design failures.
Y S Y Y S Y *Narrow
*Systemic-
humanistic
*Prospective
*Qualitative-
quantitative
All High High High
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Model Name Steps Characteristics Output and Information Attitude to the Risk
Applicable Type of Environment
Cost Time Complexity
Establish the Context
Risk Identification Risk Analysis Risk Evaluation Risk Treatment Monitoring
Multiple models Be used by three methods: A - FMEA: 1. Identify failure modes; 2. Identify severity, likelihood, and detection;3. Define failure causes B - Hierarchical holographic modeling (HHM): 1. Define the key risk issue; 2. Decompose the risk issue into different, appropriate perspectives; 3. Further decompose the head topics into a hierarchy of subtopics; 4. Crosscheck; 5. Walkthrough each topic and sub- topic to identify risk scenarios for further analysis. C- Technique for human error rate prediction (THERP): 1. Definition; 2. Screening; 3. Qualitative analysis; 4. Representation; 5. Impact assessment; 6. Quantification; 7. Documentation. (see endnote 26 on page 27)
Strength: Combined model Weakness: It analyzes all failures equally, regardless of their importance, and has difficulty dealing with data redundancies,2- expensive,3- time-consuming for complex systems,4-failure modes are considered one- at-a-time, meaning it is unable to detect common cause failures and design failures.
Y S Y Y S Y *Narrow *Systemic- humanistic *Prospective *Qualitative- quantitative
All High High High
integrating
FMEA and RCA
1. Initial framework
development; 2. Forming FDG
group; 3. Selecting a process; 4.
Mapping of selected process; 5.
Implementation of the FMEA
6. RCA model included 6-1.
Determine AE resulted from
failures after 3 months of RPN
calculation; 6-2. Benchmark
ability of improved RPN to
prioritize failure mode. 38
Strength:
Combined model
Weakness: 1. Is
based on
personal
judgment.
Y S Y Y S Y *Narrow
*Systemic
*Qualitative-
quantitative
*Retrospective-
Prospective
All, especially
for
well-defined
systems and
critical
parameters
Medium-
high
Medium-
high
Medium-high
Modified ANP
and Fuzzy
Inference
System risk
assessment
1. Construction of risk
assessment group; 2. Determine
risk factors; 3. Measurement of
Factor index; 4. Measurement of
Ringer-saline (RS) or Ringer-
lactate (RL); 5. Fuzzy inference
phase; 6. Defused phase; 7.
Output phase. 40
Strength: 1-
Combined model
2. Integration of
possible risk
factors for more
accurate decision
making
Y S Y Y S N *Retrospective-
Prospective
*Systemic
*Qualitative-
quantitative
*Narrow
All Medium-
high
Medium-
high
Medium-high
a fuzzy method
based tool the
risk assessment
analysis
1. Risk Factors, Scales and Data;
2. Identify Risk score; 3. Risk
evaluation included 3-1. Risk
matrix; 3-2. A decision matrix;
3-3. Obtained values as a vector
of fuzzy numbers. 52
Strength: is
suitable for small
business
organizations
with limited
resources.
2- Combined
model
S Y Y Y S N *Qualitative-
quantitative
*Prospective
*Systemic
*Narrow
All, specially
at project bid,
initiation
phases and
acceptance
decisions
Medium Medium Medium
(Continued)
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integrating FMEA and RCA
1. Initial framework development; 2. Forming FDG group; 3. Selecting a process; 4. Mapping of selected process; 5. Implementation of the FMEA 6. RCA model included 6-1. Determine AE resulted from failures after 3 months of RPN calculation; 6-2. Benchmark ability of improved RPN to prioritize failure mode. (see endnote 38 on page 28)
Strength: Combined model Weakness: 1. Is based on personal judgment.
Y S Y Y S Y *Narrow *Systemic *Qualitative- quantitative *Retrospective- Prospective
All, especially for well-defined systems and critical parameters
Medium- high
Medium- high
Medium-high
Modified ANP and Fuzzy Inference System risk assessment
1. Construction of risk assessment group; 2. Determine risk factors; 3. Measurement of Factor index; 4. Measurement of Ringer-saline (RS) or Ringer- lactate (RL); 5. Fuzzy inference phase; 6. Defused phase; 7. Output phase. (see endnote 40 on page 28)
Strength: 1- Combined model 2. Integration of possible risk factors for more accurate decision making
Y S Y Y S N *Retrospective- Prospective *Systemic *Qualitative- quantitative *Narrow
All Medium- high
Medium- high
Medium-high
a fuzzy method based tool the risk assessment analysis
1. Risk Factors, Scales and Data; 2. Identify Risk score; 3. Risk evaluation included 3-1. Risk matrix; 3-2. A decision matrix; 3-3. Obtained values as a vector of fuzzy numbers. (see endnote 52 on page 28)
Strength: is suitable for small business organizations with limited resources. 2- Combined model
S Y Y Y S N *Qualitative- quantitative *Prospective *Systemic *Narrow
All, specially at project bid, initiation phases and acceptance decisions
Medium Medium Medium
Table 5 (Continued).
Model Name Steps Characteristics Output and Information Attitude to
the Risk
Applicable
Type of
Environment
Cost Time Complexity
Establish
the
Context
Risk
Identification
Risk
Analysis
Risk
Evaluation
Risk
Treatment
Monitoring
HFMEA and
Structured
What If
Technique
(SWIFT)
Be used by two methods:
SWIFT method:
1. determine a hierarchical task
analysis diagram; 2. a series of
questions was asked at each step
of the task analysis designed; 3.
Identify severity
HFMEA:
1. Assembling the team; 2.
Graphically describing the
processes; 3. Conducting hazard
analysis; 4. Actions and outcome
measures. 57
Strength: 1-
Combined model
Y Y Y Y Y N *Narrow
*Systemic
*Qualitative-
quantitative
* Prospective
All, especially
for
well-defined
systems
Medium Medium Medium
Prospective risk
analyses and
retrospective
incident
reporting and
analysis
Prospective risk analyses:
1. Assembling the team; 2.
constructed flowcharts of the
selected processes; 3. identified
and assessed possible risks for
each process step
retrospective incident reporting:
1. define occurrence of reported
incidents; 2. report any deviation
from normal; 3. analyzed the
reported incidents 58
Strength:
1. Combined
model
2. Integration of
possible risk
factors for more
accurate decision
making
Y Y Y Y S N *Narrow
*Systemic
*Qualitative-
quantitative
*Retrospective-
Prospective
All Medium Medium Medium
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Model Name Steps Characteristics Output and Information Attitude to the Risk
Applicable Type of Environment
Cost Time Complexity
Establish the Context
Risk Identification Risk Analysis Risk Evaluation Risk Treatment Monitoring
HFMEA and Structured What If Technique (SWIFT)
Be used by two methods: SWIFT method: 1. determine a hierarchical task analysis diagram; 2. a series of questions was asked at each step of the task analysis designed; 3. Identify severity HFMEA: 1. Assembling the team; 2. Graphically describing the processes; 3. Conducting hazard analysis; 4. Actions and outcome measures. (see endnote 57 on page 28)
Strength: 1- Combined model
Y Y Y Y Y N *Narrow *Systemic *Qualitative- quantitative * Prospective
All, especially for well-defined systems
Medium Medium Medium
Prospective risk analyses and retrospective incident reporting and analysis
Prospective risk analyses: 1. Assembling the team; 2. constructed flowcharts of the selected processes; 3. identified and assessed possible risks for each process step retrospective incident reporting: 1. define occurrence of reported incidents; 2. report any deviation from normal; 3. analyzed the reported incidents (see endnote 58 on page 28)
Strength: 1. Combined model 2. Integration of possible risk factors for more accurate decision making
Y Y Y Y S N *Narrow *Systemic *Qualitative- quantitative *Retrospective- Prospective
All Medium Medium Medium
2- Risk Management Phases
2-1- Base models
Systemic Risk
Management’
(SYRMA)
1. defining and managing event
and recording threats and
vulnerabilities; 2. tracking
identified risks in a risk register;
3. performing risk assessment
and risk evaluation; 4. providing
the capability of registering
statistical or benchmark data; 5.
setting risk priorities; 6. defining
and tracking risk treatment
activities. 27
Strength:1-
address both
managerial and
operative staff
support
requirements.2-
Allows users to
personalize their
view of the
system
S Y Y Y Y Y *Qualitative-
quantitative
*Prospective
*Systemic
*Holistic
All, especially
for healthcare
sector and
case of
complex and
mission
critical
systems
Medium-
high
Medium-
high
Medium-high
Clinical risk
management
(CRM)
1. Identify risks; 2. Analysis risks;
3. Assess risks; 4. Manage
risks. 29
Weakness: is
based on
subjective and
intrinsic
judgment
S S Y N S Y *Qualitative
*Prospective
*Systemic
*Holistic
All, specially
for healthcare
Medium-
high
Medium-
high
Medium-high
Strategic Risk
Management
(SRM)
1. Defining the context; 2. Risk
assessment; 3. Making and
Communicating the decision and
Action; 4. Monitoring and course
correcting. 39
Weakness: is
based on
subjective and
intrinsic
judgment
Y S Y Y S Y *Qualitative
*Prospective
*Systemic
*Holistic
All, specially
for project
management
Medium-
high
Medium-
high
Medium-high
System risk
evaluation and
management
1. Define the objectives and
performance measures; 2.
Workshop together; 3. Evaluate
and priorities consequences for
each alternative; 4. Evaluate
system consequences and
choose the best risk treatment;
5. Implement; 6. Monitor. 41
Strength:
1 - Can
understand new
risks and their
consequences.
2. Establish
interaction
between
different
stakeholders.
Y S Y Y Y Y *Systemic
*Holistic
(Emphasis on
problem solving
variables)
*Prospective
*Qualitative
All, specially
for dynamic
and changing
organization
Medium-
high
Medium-
high
Medium-high
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2- Risk Management Phases
2-1- Base models
Systemic Risk Management� (SYRMA)
1. defining and managing event and recording threats and vulnerabilities; 2. tracking identified risks in a risk register; 3. performing risk assessment and risk evaluation; 4. providing the capability of registering statistical or benchmark data; 5. setting risk priorities; 6. defining and tracking risk treatment activities. (see endnote 27 on page 27)
Strength:1- address both managerial and operative staff support requirements.2- Allows users to personalize their view of the system
S Y Y Y Y Y *Qualitative- quantitative *Prospective *Systemic *Holistic
All, especially for healthcare sector and case of complex and mission critical systems
Medium- high
Medium- high
Medium-high
Clinical risk management (CRM)
1. Identify risks; 2. Analysis risks; 3. Assess risks; 4. Manage risks. (see endnote 29 on page 28)
Weakness: is based on subjective and intrinsic judgment
S S Y N S Y *Qualitative *Prospective *Systemic *Holistic
All, specially for healthcare
Medium- high
Medium- high
Medium-high
Strategic Risk Management (SRM)
1. Defining the context; 2. Risk assessment; 3. Making and Communicating the decision and Action; 4. Monitoring and course correcting. (see endnote 39 on page 28)
Weakness: is based on subjective and intrinsic judgment
Y S Y Y S Y *Qualitative *Prospective *Systemic *Holistic
All, specially for project management
Medium- high
Medium- high
Medium-high
System risk evaluation and management
1. Define the objectives and performance measures; 2. Workshop together; 3. Evaluate and priorities consequences for each alternative; 4. Evaluate system consequences and choose the best risk treatment; 5. Implement; 6. Monitor. (see endnote 41 on page 28)
Strength: 1 - Can understand new risks and their consequences. 2. Establish interaction between different stakeholders.
Y S Y Y Y Y *Systemic *Holistic (Emphasis on problem solving variables) *Prospective *Qualitative
All, specially for dynamic and changing organization
Medium- high
Medium- high
Medium-high
Table 5 (Continued).
Model Name Steps Characteristics Output and Information Attitude to
the Risk
Applicable
Type of
Environment
Cost Time Complexity
Establish
the
Context
Risk
Identification
Risk
Analysis
Risk
Evaluation
Risk
Treatment
Monitoring
ISO 31000 1. Establish the context; 2.
Identify risk; 3. Analysis risk; 4.
Evaluate risks; 5. Treat risks; 6.
Monitor and review; 7.
Communication and consult. 44
Weakness: is
based on
subjective and
intrinsic
judgment
Y Y Y Y Y Y *Qualitative
*Prospective
*Holistic
*Systemic
All Medium-
high
Medium-
high
Medium-high
ERM(enterprise
risk
management)
1. Establish the context; 2. -
Identify risks within this context;
3. Assess risks included: 3-
1. analyze risks; 3-2. Evaluate
risks; 4. Develop risk treatment
included 4-1. Risk mitigation; 4-
2. Implement mitigation
strategies. 53
Weakness: The
relative risk
assessment
matrix is used
instead of a
precise
measurement for
risk rating.
Y Y Y Y Y N *Qualitative
*Prospective
*Narrow
*Systemic
All Medium-
high
Medium-
high
Medium-high
ERP by fault tree
analysis
1. Context analysis; 2-Risk
identification; 3. Risk analysis;
4. Risk evaluation included
4-1. Enterprise resource
planning
decomposition and specification;
4-2. Fault tree analysis; 5. Risk
Response & Treatment; 6. Risk
Review, monitoring &
controlling. 54
Weakness: 1-We
can only check
one event at a
specific time
Y Y Y *Qualitative-
quantitative
*Systemic
*Prospective
*Narrow
All Medium-
high
Medium-
high
Medium-high
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Model Name Steps Characteristics Output and Information Attitude to the Risk
Applicable Type of Environment
Cost Time Complexity
Establish the Context
Risk Identification Risk Analysis Risk Evaluation Risk Treatment Monitoring
ISO 31000 1. Establish the context; 2. Identify risk; 3. Analysis risk; 4. Evaluate risks; 5. Treat risks; 6. Monitor and review; 7. Communication and consult. (see endnote 44 on page 28)
Weakness: is based on subjective and intrinsic judgment
Y Y Y Y Y Y *Qualitative *Prospective *Holistic *Systemic
All Medium- high
Medium- high
Medium-high
ERM(enterprise risk management)
1. Establish the context; 2. - Identify risks within this context; 3. Assess risks included: 3- 1. analyze risks; 3-2. Evaluate risks; 4. Develop risk treatment included 4-1. Risk mitigation; 4- 2. Implement mitigation strategies. (see endnote 53 on page 28)
Weakness: The relative risk assessment matrix is used instead of a precise measurement for risk rating.
Y Y Y Y Y N *Qualitative *Prospective *Narrow *Systemic
All Medium- high
Medium- high
Medium-high
ERP by fault tree analysis
1. Context analysis; 2-Risk identification; 3. Risk analysis; 4. Risk evaluation included 4-1. Enterprise resource planning decomposition and specification; 4-2. Fault tree analysis; 5. Risk Response & Treatment; 6. Risk Review, monitoring & controlling. (see endnote 54 on page 28)
Weakness: 1-We can only check one event at a specific time
Y Y Y *Qualitative- quantitative *Systemic *Prospective *Narrow
All Medium- high
Medium- high
Medium-high
2-2: Combined models
The combined
approach
(HFMEA,
SHERPA) and
(STAMP-STPA)
1. Graphical process included 1-1.
Box and arrow diagram; 1–2. HTA
Diagram; 1–3. Representation of
the control loop; 2. Hazard
analysis included 2–1. Failures
identification; 2–2. Human error
classification; 2–3. Failure scoring;
2–4. Consequence Analysis; 2–5.
Check the coherence of severity
scores; 2–6. Hazard score
calculation; 2–7. Recovery
Analysis; 2–8. Selection of the
critical failures; 2–9. List of the
existing control measures; 3.
Cause analysis;4-Identification of
prevention measures and
controls. 42
Weakness: The
validity and
reliability of the
combined model
have not been
measured.
Strength: 1-
Combined model
S Y Y Y S Y *Qualitative
*Prospective
*Systemic-
humanistic
*Holistic with
emphasis on
duties
All, specially
for
health care
Medium-
high
High High
Problem-solving
strategy with
embedded Six
Sigma
methodology
1. Trained RM team; 2. The
define phase; 3. Identify, classify
and prioritize risk; 4. RCA; 5-
Measures process capability; 6.
Prioritize, implement, control
and monitor. 43
Strength: The
validity of the
model is proven.
Y S Y Y Y Y *Qualitative-
quantitative
*Systemic
*Prospective
*Holistic
All High High High
(Continued)
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2-2: Combined models
The combined approach (HFMEA, SHERPA) and (STAMP-STPA)
1. Graphical process included 1-1. Box and arrowdiagram; 1�2. HTA Diagram; 1�3. Representation of the control loop; 2. Hazard analysis included 2�1. Failures identification; 2�2. Human error classification; 2�3. Failure scoring; 2�4. Consequence Analysis; 2�5. Check the coherence of severity scores; 2�6. Hazard score calculation; 2�7. Recovery Analysis; 2�8. Selection of the critical failures; 2�9. List of the existing control measures; 3. Cause analysis;4-Identification of prevention measures and controls. (see endnote 42 on page 28)
Weakness: The validity and reliability of the combined model have not been measured. Strength: 1- Combined model
S Y Y Y S Y *Qualitative *Prospective *Systemic- humanistic *Holistic with emphasis on duties
All, specially for health care
Medium- high
High High
Problem-solving strategy with embedded Six Sigma methodology
1. Trained RM team; 2. The define phase; 3. Identify, classify and prioritize risk; 4. RCA; 5- Measures process capability; 6. Prioritize, implement, control and monitor. (see endnote 43 on page 28)
Strength: The validity of the model is proven.
Y S Y Y Y Y *Qualitative- quantitative *Systemic *Prospective *Holistic
All High High High
Table 5 (Continued).
Model Name Steps Characteristics Output and Information Attitude to
the Risk
Applicable
Type of
Environment
Cost Time Complexity
Establish
the
Context
Risk
Identification
Risk
Analysis
Risk
Evaluation
Risk
Treatment
Monitoring
Adaptation of
the ISO
31000:2009: Six
Sigma DMAIC
approach to
enterprise RM
(ERM)
1. Define phase(Mandate and
commitment); 2. Measure phase
included identify risk; 3. Analyze
phase included risk analysis;
4. Improve phase including risk
mitigation; 5. Control phase
including 5-1. The
recommended improvement
action plan be documented; 5–2.
Monitor and
review; 6. Communicate and
consult. 45
Strength:
1. Provides a
more accurate
decision for the
organization.
2. Creates value
for the
stakeholders of
the organization.
Y Y Y Y Y Y *Qualitative-
quantitative
*Systemic
*Prospective
*Holistic
All High High High
Error prevention
methods:
(HFMEA- RCA-
Structured
Analysis-
Dynamic
systems
development
method (DSDM)
1.
Defining a Topic; 2. Assembling
a Team; 3. Describing a
process; 4. Analyzing hazards
included 4-1. To identify and
assess potential
vulnerabilities; 4-2. The HFMEA
Decision Tree; 4-3. Identified
causes of errors; 5. Identifying
Actions and Expected
Outcomes; 6. Build Iteration;
and
Implementation; 7. Renovating
process. 50
Strength: Is an
effective way to
prevent errors in
organizations.
Y Y Y Y Y Y *Qualitative-
quantitative
*Systemic
*Prospective
*Holistic
All, special for
health care
High High High
Notes: In output and information item, the status of risk management in organization was determined based on each of the phases of proposed framework. (Y: Fully performed, S: Somewhat performed, N: Not implemented).
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Model Name Steps Characteristics Output and Information Attitude to the Risk
Applicable Type of Environment
Cost Time Complexity
Establish the Context
Risk Identification Risk Analysis Risk Evaluation Risk Treatment Monitoring
Adaptation of the ISO 31000:2009: Six Sigma DMAIC approach to enterprise RM (ERM)
1. Define phase(Mandate and commitment); 2. Measure phase included identify risk; 3. Analyze phase included risk analysis; 4. Improve phase including risk mitigation; 5. Control phase including 5-1. The recommended improvement action plan be documented; 5�2. Monitor and review; 6. Communicate and consult. (see endnote 45 on page 28)
Strength: 1. Provides a more accurate decision for the organization. 2. Creates value for the stakeholders of the organization.
Y Y Y Y Y Y *Qualitative- quantitative *Systemic *Prospective *Holistic
All High High High
Error prevention methods: (HFMEA- RCA- Structured Analysis- Dynamic systems development method (DSDM)
1. Defining a Topic; 2. Assembling a Team; 3. Describing a process; 4. Analyzing hazards included 4-1. To identify and assess potential vulnerabilities; 4-2. The HFMEA Decision Tree; 4-3. Identified causes of errors; 5. Identifying Actions and Expected Outcomes; 6. Build Iteration; and Implementation; 7. Renovating process. (see endnote 50 on page 28)
Strength: Is an effective way to prevent errors in organizations.
Y Y Y Y Y Y *Qualitative- quantitative *Systemic *Prospective *Holistic
All, special for health care
High High High
diagrams,34,38,45,56,58 system diagram,8,34,62 integration
definition (IDEF),35 and hierarchical task analysis
Diagram (HTA) or task diagram,26,28,35,42,57,62 communi-
cation diagram,56,62 information diagram,35,56,62,63 organi-
zational diagram,35,56,62,63 stakeholder diagrams,56 swim
lane activity diagram,56 state transition diagram,56
sequence diagram,56 and data flow diagram.56
In general, process description tools are divided into
two categories of descriptive tools and process tools.
Radar charts, also called Kiviat diagrams, were built in
order to visualize initial and residual risks for each kind
process.34 ABS is process-oriented instead of being pro-
duct-oriented, moreover, this method lacks time
dimension.8 Also, a task diagram is used for describing
the hierarchy of operations and plans, system mapping for
how data is transmitted through activities, Information
diagrams for describing information hierarchies, organiza-
tional diagrams for describing organizational roles hierar-
chy and Communication diagrams for displaying
information flows between individuals and Business pro-
cesses and IDEF for linking between inputs and outputs in
organizational activities and resources, and Sequence dia-
grams for interacting information between stakeholders.
According to Cagliano et al, the flow chart included the
name or code of both process phase and activity at issue,
actors performing the activity; inputs (information, materi-
als, preliminary actions, orders, etc.); a detailed descrip-
tion of operations required by the activity; duration and
frequency; controls to monitor activity progress; tools
necessary to perform both the activity and related controls
and outputs (other activities, information, and data).8
Moreover, in Parand et al’s study, activities in flow chart
classified based on action, retrieval, checking, selection
and information, and communication.28 In general, as the
describing the process be stronger, the results of the risk
assessment can be more effective.
According to Simsekler et al36 and Jun et al.56 Studies,
specific types of diagrams were selected by stakeholders as
more useful than others in identifying different sources of
risks within the given system. In general, employees’
perception, the ease of use and usefulness are the main
variables for choosing the most optimal system modeling
tool.
Risk Identification
After drawing the process flowchart, at this stage, organi-
zational risks or organizational process risks are
determined. The applied frameworks for identifying risks
in executive levels of HCOs presented in Table 4.
Cause Identification
Based on some risk assessment models, the effective
causes and the root causes of the errors are identified at
this stage. Based on the Eindhoven model, the classes of
causes error classified into two main categories of latent
errors (technical and organizational) and active errors
(human errors and other factors).25 Furthermore, based
on the results of some studies, the causes of errors classi-
fied in the Institutional context factors, organizational and
management factors, work environment factors, team fac-
tors, communication factors, individual (staff) factors,
training and education factors, equipment factors, task
factors, and patient factors.35,36 In addition, based on the
results of some studies, the Ishikawa cause-effect diagram
can be used to determine the sources of errors.37,45,48
Risk Analysis At this stage, it is possible to estimate the risk, qualita-
tively, semi-qualitatively or quantitatively according to the
probability of the risk. The following steps considered for
risk analysis in executive levels of HCOs.
Risk Estimation (Severity and Consequences and
Likelihood Estimation)
At this stage, it is possible to risk estimation according to
the probability and severity of risk. There are numerous
qualitative, semi-quantitative and quantitative methods
that try to estimate individual components of risk for a
result to better reflect the reality.
Using verbal descriptors (low, medium, or high),26 risk
weights,25,34,38,49,59,61 encoding,30,40,52,60,61 scoring
tables,25–27,30,32,37 Bayesian methods,46 Monte Carlo
method,46,60 and historical data,49 suggested for estimating
the severity and probability of risk in executive levels of
HCOs.
In quantitative risk estimation methods (Monte Carlo
and Bayesian), activities find a probabilistic form and a
distribution function is specified for them.46,60 In quali-
tative risk estimation methods, risks are prioritized
based on their potential impacts on project objectives
based on qualitative variables. Qualitative methods of
risk estimation can either lead to further analysis in
quantitative risk estimation or directly to risk response
planning.30,60
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Interview with experts,32,53 questionnaire design,32,61
Delphi method or expert,60 and focus group,38,44,46,49-51,53
identified an applied method for risk estimation in execu-
tive levels of HCOs.
Risk Presentation
Present-estimated risks based on risk presentation formats,
included a single number index (e.g. 1/100,000),27,37
use failure space vs success space,54 fuzzy numbers
scales,30,32,40,41,52,61 tables (e.g. sizes or bands of
fatalities are 1–10, 11–100, and 101–1000),30,40 risk
matrix,25,33,43,52,53,57 graphs or diagrams (e.g. Frequency-
Number (F-N) curve),35,46 and maps (e.g. risk contour
plot).45
In sensitivity analysis, the management index (Risk
Index x Sensitivity) provided further ranking for those
risks that have equivalent Risk Indexes. Given its scope,
this analysis may not necessarily constitute an integrated
step of risk analysis.49
Conclusion
Synthesize information about the main risk elements
included risks and their causes and contributing causes,
frequency or probability, consequences due to risk, and
estimated risks.49
Risk Evaluation Risk evaluation is the process of comparing the results of
the risk analysis with the risk evaluation criteria defined
during the context establishment to determine whether the
cyber-risks are acceptable. In this step, the following steps
considered for risk evaluation in executive levels of
HCOs.
Select Risk Evaluation Criteria
There was a wide range of qualitative and quantitative risk
criteria or standards for evaluation of various types of
errors in executive levels of HCOs. Selection of risk
criteria may also depend on the results of the risk analysis
and how risks are estimated.60
Compare Estimated Risks Against the Risk Criteria
and Prioritize or Rank Risks
This step concerned with making decisions about prioriti-
zation and comparison of risks to be managed, based on
the outcomes of risk analysis.27
A simple method for risk filtering was a Pareto
analysis.26,30,58,60 Moreover, in some studies, decision
tree,25,28,49,57 priority matrix,25,30,35 criticality matrix,34,44
Criticality scale,34,38,49,60 and risk prioritization grid used
to determine acceptable and unacceptable risks.27
Furthermore, simple additive weighting (SAW),32 and
hazard totem pole (HTP)60 methods can be used as prac-
tical and quantitative methods for risk evaluation. SAW
was a simple and most applicable multi-attribute decision
method which is known as a weighted linear combination
or scoring technique.32
Risk Treatment This phase involved defining and implementing actions for
mitigating the determined risk level and verifying that the
residual risk level is acceptable.27
Determine Organization RM Strategies
The four common organization RM strategies options:
(I) Avoid: elimination involves elimination of risks at
the source.
(II) Reduce: The strategy of risk reduction involves
reduction, but not a complete elimination, of the
frequency of occurrence of undesirable risks and/or
the severity of their consequences.53,60
These comprise two fundamental approaches to risk reduc-
tion, which were:
● Prevention ● Mitigation: Reduce the occurrence probability of the
risk or the impact of the risk.
I. SHARE (spread or transfers): sharing the risk to
another entity and/or function. Risk sharing is
carried out in different ways, including risk shar-
ing by insurance and contract, risk transfer and
physical transfer.
II. Accept: Risk can be retained in cases where it
cannot be avoided or transferred.25,44,45,53,60
Moreover, theory of problem-solving by an inventive
method,25 Generating Options for Active Risk Control
(GO-ARC) Technique64 and dynamic systems develop-
ment method (DSDM)50 used to redesign the process and
improve strategies.
In the GO-ARC Technique, risk control options are
divided into 5 categories (elimination, design controls,
administrative controls, detection/situational awareness,
and preparedness). The first three consist of the 3-tiered
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Prevention
Mitigation: Reduce the occurrence probability of the risk or the impact of the risk.
SHARE (spread or transfers): sharing the risk to another entity and/or function. Risk sharing is carried out in different ways, including risk shar- ing by insurance and contract, risk transfer and physical transfer.
Accept: Risk can be retained in cases where it cannot be avoided or transferred. (see endnote 25 on page 27 and endnotes 44, 45, 53 & 60 on page 28)
Avoid: elimination involves elimination of risks at the source. Reduce: The strategy of risk reduction involves reduction, but not a complete elimination, of the frequency of occurrence of undesirable risks and/or the severity of their consequences. (see endnotes 53 & 60 on page 28)
hierarchy of risk controls. The remaining two, detection/
situational awareness and preparedness help users consider
risk controls to reduce the severity of harm or prevent
harm in the midst of an on-going systems breakdown;
they are aimed at promoting resilience, as opposed to
focusing solely on preventing systems breakdowns in the
first place. In general, GO-ARC improves the trend of
producing risk control options. Use of the Generating
Options for Active Risk Control (GO-ARC) Technique
can lead to more robust risk control options.
On the other hand, the DSDM framework is compli-
cated to become a general framework for solving task
problems. At DSDM, the primary effort is to provide
software that is good enough to meet the needs of the
business and that it can progress to the next iteration.50
Additionally, the SWOT matrix with four strategy
areas, SO (maxi-maxi) and ST (maxi-mini) and WO
(mini-maxi) and WT (mini-mini), was used to determine
strategies and corrective actions.31
RM Measures and Decision-Making
RM strategies and measures were often difficult to compare
and evaluate executive levels of HCOs. The best decision is
the one that yields the greatest expected value. The inter-
ventions prioritized according to two criteria of their ability
to reduce the root causes (interventional power) and percep-
tion of their implementation based on what is anticipated
(reliability of intervention).26,30
The best performance measures can be selected based
on criteria such as safety, profitability, quality, efficiency,
effectiveness, time, cost, available resources, performance,
environmental conditions, and satisfaction.41,42,45,46,59 In
one study, AHP/ANP and BOCR (benefits, opportunities,
costs, and risks) used to select the best RM strategies.41
Planning and Implementation
Finally, a plan also defined risk ownership, roles and responsi-
bilities, and time frames to implement mitigation strategies.45
Risk governance structure was a useful tool for risk assessment
planning. In this method, the roles and responsibilities of each
employee determined in the RM plans.39,40,45 Moreover, using
the pilot study method43,59 and simulation,41,49 suggested
before the implementation in a wide range.
These steps are typically performed as iterative cycles
that controlled and triggered by two continuously running
activities: risk review and monitoring, communication, and
consultation.
Communication and Consultation Communication and consultation with internal and exter-
nal stakeholders needed to keep them informed of process
outputs and let them provide inputs.27
Risk-related information should be shared based on
appropriate access levels in the exchange organization or
between decision-makers and other stakeholders. These
should address the issues related to risk itself, its causes,
its consequences (if there is information about them), and
the measures taken to deal with it.
Communication and consulting with project stake-
holders can be a key factor in a favorable execution of
risk management and in achieving better results. In prac-
tice, regular reporting is of important components of com-
munication that helps senior managers identify the risks
they are faced with. Summary reports prepared from risks,
in fact reflect the status of the responding guidelines and
the trend index of risk occurrence.59
Work sessions,29,59 intranet-based calendars,59 reports
and gatherings,59 wiki page,45 and PMBOOK software,46
are suggested as tools for information exchange in execu-
tive levels of HCOs.
Monitoring and Review: (Re-Assessment
– a Continuous and Cyclic Process) Effective risk management requires a reporting and reviewing
structure in order to ensure that risks are effectively identified
and evaluated and responses and controls are in a timely
manner. In this phase, policies and following of standards
should be regularly verified and the performance of standards
should be reviewed to identify improvement opportunities.27
Various methods such as risk compliance readiness
template,45 risk project update template,45 data management
system,60 variance analysis,46 risk reassessment,46 Wiki page
as collaborative workspace,45 control chart,43 trend analysis,46
risk auditing,39,46 visual process control,43 and communication
plan43 recognized to monitor and evaluate the effective and
efficient RM cycle in executive levels of HCOs.
By conducting continuous monitoring and reviewing of
risk, it is ensured that new risks are being identified and
managed, and executive programs are effectively imple-
mented and developed.46
Discussion Given different and dynamic nature of organizations, var-
ious frameworks and techniques are used in managing and
accessing organization risks. Therefore, recognizing
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organization RM framework is an important step in RM in
executive levels of HCOs. In this study, based on a review
of studies, frameworks and tools that can be used to
implement organizational risk management in the execu-
tive level of HCOs are proposed.
According to the first question of this study, healthcare
organizations may be faced with risks that may prevent the
mission and achievement of the organization’s objectives,
so at the first step of risk management, risk resources
should be identified with optimal tools.17 In the present
study, using an innovative approach, a framework for
identifying and classifying risks in the executive levels
of HCOs was proposed. The proposed framework included
three steps of input, process, and output.
Input phases considered a spectrum of inputs to help
increase understanding of the system, and awareness of
potential organization risks that can occur in complex and
changeable healthcare systems.36 Input phases consist of
(Risk Sources,8,36 Nature of Hazards,36 and Time).36 At
the process stage, the tools that can be used as intra- or
inter-organization and retrospective-prospective in the
executive levels of healthcare organizations are
determined.55 Finally, in the presence of the risk stage
(output stage), the identified risks were clearly registered
in executive levels of HCOs.8
Using this framework is a helpful guide for managers
to identify potential error in the executive levels of HCOs.
Based on the results of the study by Pott et al57 and
Similker et al,17 different approaches should be used to
identify risks in organizations, and data from different
resources should be integrated to gain a general view
into the risks of a system.
We have no standard answer as to which one of the risk
identification tools is a more optimal tool. Each tool is
used to identify a range of risks, so the best approach to
identify all risks is to integrate retrospective and prospec-
tive analysis to understand a broader scope of the risks.
Based on the results of the studies, organizational
risks,8,26,31,45,59 technological supports,8,31,34,40,45,60 and
information and communication,8,31,34,40,55,59 were identi-
fied as the most important resources of risk in most stu-
dies, so treatment of these risks is of high importance in
the executive levels of HCOs.
In today’s world, when being faced with healthcare
organization risks, managers have realized the need to
develop a risk management framework at the organization
level. According to the second and third questions of this
study provides a state of the art based on the review of
studies and it tried to propose a framework for risk man-
agement and techniques applicable to each of the stages of
risk management and risk assessment in executive levels
of HCOs. The term “framework” has a broader scope than
the term “technique.” The risk management framework
includes guidelines for analyzing, assessing, and managing
risks in healthcare organizations. In contrast, management,
and risk assessment techniques considered as analytical
tools for analyzing data and risk information.
In general, the risk management framework has
required stability, but there is no strong and complete
risk assessment and risk management techniques that can
be applied completely for risk management in organiza-
tions, and managers of healthcare organizations must make
the decisions necessary to determine the optimal tool for
risk management and assessment at each time and based
on specific conditions and position of the organization.
Therefore, Table 5 presents limitations, strengths and
weaknesses and factors influencing the selection of each
of the models for risk management and risk assessment in
executive levels of HCOs. Therefore, the content of this
table can help risk analysts, healthcare managers and other
stakeholders to make rational decisions about identifying
risk management and risk assessment models in executive
levels of HCOs.
According to the results of the studies, there was a
wide range of well-known and successful tools for single
and combined risk assessment and a hierarchy of risk
analysis models suggested for executive levels of HCOs.
Hierarchy of risk analysis and risk assessment models
divided:
High-level tools: At this level, risk assessment tools
cover a wide range of risk scenarios and provide various
information for the organization based on risk scenarios.
However, such tools should not be used when the details
need to be emphasized in risk assessment. Some risk
assessment tools employed at this level are All the com-
bined models presented in Table 5 for analysis and risk
assessment,30,35,38,40,42,43,45,50,52 Six Sigma,43,45
IRMAS,59 CREA (Clinical Risk and Error Analysis).35
Mid-level tools: Implementing risk assessment tools at
this level makes it possible to provide the modest informa-
tion and details for the organization considering risk scenar-
ios. Some risk assessment tools employed at this level are
Health failure mode and effect analysis (HFMEA),25,42,50
HFMEA/FMEA/FMECA,8,25,26,28,30,37,38,49 root cause ana-
lysis (RCA),38,43,50 bow-tie model,48,51 hazard and oper-
ability analysis (HAZOP).35
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Low-level tools: At this level, risk assessment tools
evaluate the limited range of risk scenarios, but with
more details for the organization. Some risk assessment
tools employed at this level are: Preliminary risk analysis
method (PRA),34 fault tree analysis (FTA),54 change risk
assessment model (CRAMS),46 change analysis (CHA),46
human reliability assessment (HRA),8 Pareto analysis
(PA),26,30 relative ranking/risk indexing (RI),32,60 5 whys
technique,8,36 hazard checklists (HCl),35 change analysis
(CA),28 strategic risk analysis (SRA).31
Optimal implementation of the risk management pro-
cess is nothing but the adoption of the most appropriate
techniques and tools available in each phase. However,
there is no strong and complete risk assessment and risk
management techniques that can be applied completely for
risk management in organizations, and managers of health-
care organizations must make the decisions necessary to
determine the optimal tool for risk management and
assessment at each time and based on scope of risk analy-
sis, legal requirements, results/information needed data,
resources and time available, complexity and size of risk
analysis and type of activity or system and concerning
issues. As a general rule, the best risk management tool
is to overcome the participants’ mental judgment.
Most of the models extracted from the results of the
study were somewhat similar and presented the same
components. The three main factors that were found in
all risk management models included measurement, man-
agement, and monitoring. Therefore, based on the results
of the studies and the nature of healthcare organizations,
the risk management process had one primary phase and
four main phases. In the primary phase, the objectives and
prerequisites for risk management are set out for execu-
tion. The main phases are as follows: Risk assessment
(identifying potential risks, determining the likelihood
and consequence of the identified risk and determining
the level of the risk), risk treatment (how to reduce the
impact of unacceptable risks and selecting appropriate
responses to them), monitoring and reviewing (effective-
ness of measures) and the latest activity of the process of
communication and consultation with the stakeholders on
the trend have been carried out.
The proposed framework of this study is very similar
to the iso13000 framework, with the difference that more
details are provided in the framework of the present study.
The ISO13000 approach describes the organization’s risk
management in a comprehensive, strategic, and holistic
way.45
Also, the model developed in the present study has
several specific features compared with the previous mod-
els: 1) In the present research it was tried that the research
literature be integrated in the field of risk management and
provide a framework that is more comprehensive; 2)
According to the search strategy, all risk management
frameworks of healthcare organizations and organizations
adaptable with healthcare organizations were examined
and there was no particular dependence on the specific
industry and from this perspective, they have more advan-
tages compared to some frameworks that were established
regarding a specific industry; 3) The proposed framework
is provided based on the internal and external flows domi-
nant on healthcare organization. Managers of healthcare
organizations today need a structured and coherent
approach to identify, analyze, and manage risk across a
range of intra- and inter-organizational activities; 4) With
the establishment of the proposed model in the organiza-
tion, the basic assumptions dominant on healthcare orga-
nizations are examined in specific time periods and, if
necessary, continuous improvement in healthcare organi-
zations is done in a dynamic cycle.
Regarding the status of healthcare organizations in
establishing each of the main phases of the proposed risk
management framework, studies have identified and eval-
uated the risk, and the treatment phase and risk monitoring
were neglected in most studies. However, risk manage-
ment should be done throughout the life of the organiza-
tion. New risks need to be identified and managed at every
stage of the organization’s life. Also, based on Table 5,
most studies were not done at the phase of risk assessment,
process mapping, and cause identification. While many
system mapping approaches have been widely used in
various industries, healthcare organizations have only
used a limited number of them to process mapping.62
Each process mapping tool has a specific application, and
managers and professionals should use the most useful of
them to identify sources of risk in healthcare organiza-
tions. The most important phase, guiding the risk manage-
ment process, and determines the main policies in risk
management is the phase of planning and setting objec-
tives, which is done incompletely in most studies. Risk
managers should pay great attention to risk planning;
obviously, if this is not done in a fully transparent manner,
the execution of risk management will be subject to some
uncertainty.43,46
Based on the results of Table 5, in most studies (89.6%
of studies), risk management attitude was prospective and
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in few studies, each of prospective and retrospective risk
management approaches was emphasized. Whereas, based
on the results of the Kessele-Habraken et al study, the
integration of prospective and retrospective analysis is
important in improving the safety and optimization of
organizational processes.58
As we proposed, information about incidents and their
retrospectively reported frequencies could be used as a
reference point in the prospective analyses, which might
facilitate frontline staff in the risk assessment. Conversely,
prospectively developed failure scenarios could be used as
guideline for retrospective.
Further Research Avenues and Limits In this study, a framework for the execution of risk man-
agement in the executive levels of HCOs was proposed.
Like any other management framework, successful imple-
mentation of the organization RM framework in executive
levels of HCOs necessitate organizational commitment,
establishing a stimulating culture, accurate planning, sta-
keholder engagement, strong and effective management,
and use of available resources to implement the stages.
Based on the results, it can be suggested that studies of
risk management are increasing over time; however, there
are still new cases that need further investigation and
researches, some of which are mentioned below.
1. Studies evaluating the effectiveness of risk manage-
ment frameworks were very scarce and the effec-
tiveness of risk management models should be
examined in the future.
2. The amount of outcome studies was not significant
with respect to the investigated period (2000–2018).
The outcome of most studies was also partial and lacks
the necessary comprehensiveness. In most studies, the
identification and assessment of risk were dealt with,
and the phases of risk treatment and monitoring was
neglected. Future studies, therefore, need to be imple-
mented with a holistic view of the risk management
process in healthcare organizations.
3. In most studies, the sample size was very small, and
risk management was performed at a micro level in
the healthcare organization and organizations adap-
table with the terms of healthcare. Therefore, the
risk management needs to become dominant in a
more comprehensive way and in larger-scales in
the healthcare organization.
4. Based on the results, various tools have been identi-
fied to achieve the risk management framework at
different phases. The variety of the materials col-
lected, together with the limited evidence for each
topic, make it difficult to come to general conclu-
sions, so it is necessary to conduct a cost-benefit
analysis of risk assessment techniques.
5. In this study, risk sources have been identified theoreti-
cally and for staff areas of healthcare organizations and
some risks may not have been identified, although
maybe a significant threat to the health system.
Therefore, we cannot claim that this framework can be
extended to other organizations in the health system.
6. The volumes of the most studies of risk management
in healthcare organizations are related to risk assess-
ment, so it is recommended that all future phases of
risk management in healthcare organizations be
established.
7. For some phases of organization risk management,
there were only conceptual studies; therefore, a fea-
sibility study is needed to effectively implement
various phases of RM in organizations.
8. Development of the organization RM framework for
other areas of healthcare, development of advanced
technological solutions to facilitate risk assessment,
development of tools or criteria for effective and effi-
cient implementation of organization RM frameworks,
managers’ perceptions of organization RM frameworks
are factors which should be considered for further
research.
One limitation of this study was that the number of find-
ings in the systemic review was dependent on the selection
of keywords and input/output criteria. Therefore, more
models can be extracted for organizational risk manage-
ment. Also, non-English studies were not included and
there may, therefore, be a bias towards inclusion of studies
performed in English-speaking countries. In addition, arti-
cles were exclusively selected from journals, hence, other
parts of literature, such as books, book sections, and gray
literature were excluded from the process as journal arti-
cles are readily available in journal databases and are
usually used as a mean of scientific communication.
Despite these limitations, this study has several
strengths. First, all models of risk management and eva-
luation in healthcare organizations and organizations that
could be modeled for the executive levels of the HCOs
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DovePress Risk Management and Healthcare Policy 2020:13240
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Studies evaluating the effectiveness of risk manage- ment frameworks were very scarce and the effec- tiveness of risk management models should be examined in the future. The amount of outcome studies was not significant with respect to the investigated period (2000�2018). The outcome ofmost studies was also partial and lacks the necessary comprehensiveness. In most studies, the identification and assessment of risk were dealt with, and the phases of risk treatment and monitoring was neglected. Future studies, therefore, need to be imple- mented with a holistic view of the risk management process in healthcare organizations.
In most studies, the sample size was very small, and risk management was performed at a micro level in the healthcare organization and organizations adap- table with the terms of healthcare. Therefore, the risk management needs to become dominant in a more comprehensive way and in larger-scales in the healthcare organization.
Based on the results, various tools have been identi- fied to achieve the risk management framework at different phases. The variety of the materials col- lected, together with the limited evidence for each topic, make it difficult to come to general conclu- sions, so it is necessary to conduct a cost-benefit analysis of risk assessment techniques.
In this study, risk sources have been identified theoreti- cally and for staff areas of healthcare organizations and some risks may not have been identified, although maybe a significant threat to the health system. Therefore, we cannot claim that this framework can be extended to other organizations in the health system.
The volumes of the most studies of risk management in healthcare organizations are related to risk assess- ment, so it is recommended that all future phases of risk management in healthcare organizations be established.
For some phases of organization risk management, there were only conceptual studies; therefore, a fea- sibility study is needed to effectively implement various phases of RM in organizations.
Development of the organization RM framework for other areas of healthcare, development of advanced technological solutions to facilitate risk assessment, development of tools or criteria for effective and effi- cient implementation of organization RM frameworks, managers� perceptions of organization RM frameworks are factors which should be considered for further research.
were examined in this study. Second, this paper contri-
butes to the field of risk management research in health-
care. Third, the tools and techniques for risk assessment
and management that are applicable to staff areas of
healthcare organizations are mentioned.
Conclusion Based on the findings and considering the ISO31000
model, a comprehensive yet simple framework for risk
management is developed for the executive levels of
HCOs. It includes five main phases: establishing the con-
text, risk assessment (risk identification, risk analysis, and
risk evaluation), risk treatment (strategy determination,
designing corrective actions, planning, and implementa-
tion), Monitoring, and review, and communication and
consultation.
Tools and techniques were also suggested for use at
each phase of the proposed risk management framework.
These techniques have been selected to best apply to non-
clinical risks in healthcare organizations. Managers of
healthcare organizations who seek to ensure high quality
should use a range of risk management methods and tools
in their organizations, based on their need, and not assume
that each tool are comprehensive.
Acknowledgments We would like to thank all the staff members who assisted
with our research.
Disclosure The authors report no conflicts of interest in this work.
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1. Sekhri Feachem N, Afshar A, Pruett C, Avancea AL. Mapping healthcare systems: a policy relevant analytic tool. Int Health. 2017;9(4):252�262. doi:10.1093/inthealth/ihx005
2. Crema M, Verbano C. Investigating the connections between health lean management and clinical risk management: insights from a sys- tematic literature review. Int J Health Care Qual Assur. 2015;28 (8):791�811. doi:10.1108/IJHCQA-03-2015-0029
3. Cagliano AC, Grimaldi S, Rafele C. Choosing project risk manage- ment techniques. A theoretical framework. J Risk Res. 2015;18 (2):232�248. doi:10.1080/13669877.2014.896398
4. Alhassan RK, Nketiah-amponsah E, Spieker N, et al. Effect of com- munity engagement interventions on patient safety and risk reduction efforts in primary health facilities: evidence from Ghana. PLoS One. 2015;10(11):1�20. doi:10.1371/journal.pone.0142389
5. Franca M. Quality, risk management and patient safety: the challenge of effective integration. World Hosp Health Serv. 2008;44(4):21.
6. Levett JM, Fasone JM, Smith AL, et al. Enterprise Risk Management in Healthcare. Surgical Patient Care. Springer; 2017:67�86.
7. Rubbio I, Bruccoleri M, Perrone G. Introducing �Healthcare Resilience� in Clinical Risk Management. Italy: University of Palermo; 2016.
8. Cagliano AC, Grimaldi S, Rafele C. A systemic methodology for risk management in healthcare sector. Saf Sci. 2011;49(5):695�708. doi:10.1016/j.ssci.2011.01.006
9. El-jardali F, Jaafar M, Dimassi H, Jamal D, Hamdan R. The current state of patient safety culture in Lebanese hospitals: a study at base- line. Int J Qual Health Care. 2010;22(5):386�395. doi:10.1093/ intqhc/mzq047
10. Santelices E, Muiz P, Arriagada L, Delgado M, Rojas J. Adjusted clinical groups as a risk assessment model for healthcare resource allocation. Rev MedChil. 2014;142(2):153�160. doi:10.4067/S0034-98872014000200002
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17. Simsekler M, Card AJ, Ward JR, Clarkson PJ. Trust-level risk identification guidance in the NHS East of England. Int J Risk Saf Med. 2015;27(2):67�76. doi:10.3233/JRS-150651
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Risk Management and Healthcare Policy is an international, peer- reviewed, open access journal focusing on all aspects of public health, policy, and preventative measures to promote good health and improve morbidity and mortality in the population. The journal welcomes submitted papers covering original research, basic science, clinical & epidemiological studies, reviews and evaluations, guidelines, expert opinion and commentary, case reports and extended reports. The manuscript management system is completely online and includes a very quick and fair peer-review system, which is all easy to use. Visit http://www.dovepress.com/testimonials.php to read real quotes from published authors.
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ᄅ 2020. This work is licensed under https://creativecommons.org/licenses/by-nc/3.0/ (the �License�). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
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