| Reference: Chase, M.A., & Dunner, G.M. (1992). The role of sports as a social determinant for children. Research Quarterly for Exercise and Sport, 63, 418-424. |
| Description: Subjects were students in grades 4-6 from three school districts. Students indicated whether good grades, athletic ability, or popularity was most important to them. They also ranked four factors: grades, sports, looks, and money, in order of their importance for popularity. The questionnaire also asked for gender, grade level, and other demographic information. |
| Which of the following would make you popular among your friends? Rank in order. (A) Make good grades, (B) Having lots of money, (C) Being good at sports, (D) Being handsome or pretty. |
| Variable Names: |
| 1. Gender: Male or Female |
| 2. Grade: 4, 5, or 6 |
| 3. Age: Age in years |
| 4. Urban/Rural: Rural, Suburban, or Urban School District |
| 5. Goals: Students' choice in the personal goals questions were (a) Make Good Grades, (b) Be Popular, (c) Be Good in Sports |
| 6. Grades: Rank of "make good grades" (1 = most important for popularity, 4 = least important) |
| 7. Sports: Rank of "being good at sports" (1= most important for popularity, 4 = least important) |
| 8. Looks: Rank of "being handsome or pretty" (1 = most important for popularity, 4 = least important) |
| 9. Money: Rank of "having lots of money" (1 = most important for popularity, 4 = least important) |
| id | sex | grade | age | urban/rural | Goals | Grades | Sports | Looks | Money |
| 1 | male | 5 | 11 | rural | sports | 1 | 2 | 4 | 3 |
| 2 | male | 5 | 10 | rural | popular | 2 | 1 | 4 | 3 |
| 3 | female | 5 | 11 | rural | popular | 4 | 3 | 1 | 2 |
| 4 | female | 5 | 11 | rural | popular | 2 | 3 | 4 | 1 |
| 5 | female | 5 | 10 | rural | popular | 4 | 2 | 1 | 3 |
| 6 | female | 5 | 11 | rural | popular | 4 | 2 | 1 | 3 |
| 7 | female | 5 | 10 | rural | popular | 3 | 4 | 1 | 2 |
| 8 | female | 5 | 10 | rural | grades | 3 | 4 | 2 | 1 |
| 9 | female | 5 | 10 | rural | sports | 3 | 2 | 1 | 4 |
| 10 | female | 5 | 10 | rural | sports | 4 | 3 | 2 | 1 |
| 11 | female | 4 | 10 | suburban | popular | 2 | 3 | 1 | 4 |
| 12 | female | 4 | 9 | suburban | grades | 4 | 2 | 1 | 3 |
| 13 | female | 4 | 10 | suburban | popular | 2 | 3 | 4 | 1 |
| 14 | male | 4 | 10 | suburban | grades | 1 | 2 | 4 | 3 |
| 15 | male | 4 | 10 | suburban | grades | 2 | 4 | 3 | 1 |
| 16 | male | 4 | 9 | suburban | grades | 1 | 2 | 4 | 3 |
| 17 | male | 4 | 9 | suburban | grades | 3 | 1 | 2 | 4 |
| 18 | male | 4 | 10 | suburban | grades | 2 | 1 | 3 | 4 |
| 19 | male | 4 | 11 | suburban | sports | 3 | 1 | 2 | 4 |
| 20 | male | 4 | 9 | suburban | sports | 4 | 3 | 2 | 1 |
| 21 | female | 6 | 11 | suburban | grades | 4 | 2 | 1 | 3 |
| 22 | female | 6 | 11 | suburban | grades | 4 | 3 | 1 | 2 |
| 23 | female | 6 | 12 | suburban | grades | 3 | 2 | 1 | 4 |
| 24 | female | 6 | 12 | suburban | grades | 4 | 2 | 1 | 3 |
| 25 | female | 6 | 11 | suburban | grades | 4 | 2 | 1 | 3 |
| 26 | male | 6 | 11 | suburban | popular | 3 | 1 | 2 | 4 |
| 27 | male | 6 | 12 | suburban | grades | 3 | 1 | 2 | 4 |
| 28 | male | 6 | 11 | suburban | popular | 3 | 2 | 1 | 4 |
| 29 | male | 6 | 11 | suburban | popular | 4 | 2 | 1 | 3 |
| 30 | male | 6 | 12 | suburban | grades | 4 | 1 | 2 | 3 |
| 31 | male | 5 | 10 | rural | sports | 1 | 2 | 4 | 3 |
| 32 | male | 5 | 10 | rural | sports | 2 | 1 | 3 | 4 |
| 33 | male | 5 | 10 | rural | sports | 3 | 1 | 2 | 4 |
| 34 | male | 5 | 11 | rural | popular | 4 | 1 | 2 | 3 |
| 35 | male | 5 | 10 | rural | grades | 3 | 1 | 2 | 4 |
| 36 | male | 5 | 10 | rural | popular | 4 | 2 | 1 | 3 |
| 37 | female | 5 | 10 | rural | sports | 3 | 1 | 2 | 4 |
| 38 | female | 5 | 10 | rural | grades | 3 | 2 | 1 | 4 |
| 39 | female | 5 | 10 | rural | popular | 2 | 3 | 1 | 4 |
| 40 | female | 5 | 10 | rural | popular | 3 | 2 | 1 | 4 |
| 41 | female | 5 | 10 | rural | grades | 2 | 4 | 3 | 1 |
| 42 | female | 5 | 10 | rural | popular | 3 | 2 | 1 | 4 |
| 43 | female | 5 | 10 | rural | grades | 2 | 4 | 1 | 3 |
| 44 | male | 4 | 9 | rural | grades | 3 | 1 | 2 | 4 |
| 45 | male | 4 | 10 | rural | grades | 3 | 1 | 4 | 2 |
| 46 | male | 4 | 10 | rural | grades | 1 | 3 | 2 | 4 |
| 47 | female | 4 | 9 | rural | grades | 2 | 1 | 3 | 4 |
| 48 | female | 4 | 9 | rural | grades | 1 | 3 | 2 | 4 |
| 49 | female | 4 | 9 | rural | grades | 3 | 4 | 1 | 2 |
| 50 | female | 4 | 10 | rural | popular | 2 | 1 | 3 | 4 |
| 51 | female | 6 | 11 | rural | grades | 4 | 2 | 1 | 3 |
| 52 | female | 6 | 12 | rural | sports | 2 | 1 | 3 | 4 |
| 53 | female | 6 | 11 | rural | sports | 2 | 4 | 1 | 3 |
| 54 | female | 6 | 11 | rural | grades | 4 | 2 | 1 | 3 |
| 55 | male | 6 | 12 | rural | sports | 4 | 3 | 1 | 2 |
| 56 | male | 6 | 13 | rural | sports | 4 | 1 | 2 | 3 |
| 57 | male | 6 | 11 | rural | sports | 3 | 1 | 2 | 4 |
| 58 | male | 6 | 11 | rural | sports | 4 | 2 | 1 | 3 |
| 59 | male | 6 | 12 | rural | popular | 4 | 2 | 3 | 1 |
| 60 | male | 6 | 11 | rural | sports | 2 | 1 | 3 | 4 |
| 61 | female | 4 | 9 | urban | grades | 4 | 3 | 1 | 2 |
| 62 | female | 4 | 9 | urban | grades | 1 | 2 | 4 | 3 |
| 63 | male | 4 | 9 | urban | grades | 3 | 1 | 2 | 4 |
| 64 | male | 4 | 9 | urban | popular | 1 | 3 | 2 | 4 |
| 65 | male | 4 | 9 | urban | grades | 3 | 1 | 4 | 2 |
| 66 | male | 4 | 9 | urban | sports | 1 | 2 | 4 | 3 |
| 67 | male | 4 | 9 | urban | grades | 3 | 1 | 2 | 4 |
| 68 | male | 4 | 9 | urban | sports | 2 | 1 | 4 | 3 |
| 69 | male | 4 | 9 | urban | sports | 2 | 3 | 1 | 4 |
| 70 | male | 4 | 9 | urban | grades | 2 | 1 | 4 | 3 |
| 71 | female | 4 | 9 | urban | sports | 4 | 3 | 1 | 2 |
| 72 | male | 4 | 9 | urban | sports | 3 | 2 | 1 | 4 |
| 73 | male | 4 | 9 | urban | grades | 4 | 3 | 1 | 2 |
| 74 | male | 4 | 9 | urban | grades | 1 | 2 | 3 | 4 |
| 75 | female | 4 | 9 | urban | grades | 1 | 2 | 3 | 4 |
| 76 | female | 4 | 10 | urban | grades | 3 | 1 | 2 | 4 |
| 77 | female | 4 | 9 | urban | grades | 1 | 3 | 2 | 4 |
| 78 | female | 4 | 9 | urban | popular | 2 | 3 | 1 | 4 |
| 79 | male | 4 | 9 | urban | popular | 4 | 1 | 2 | 3 |
| 80 | male | 4 | 9 | urban | popular | 3 | 1 | 2 | 4 |
| 81 | female | 6 | 11 | urban | grades | 3 | 2 | 1 | 4 |
| 82 | female | 6 | 11 | urban | grades | 3 | 2 | 1 | 4 |
| 83 | female | 6 | 11 | urban | popular | 4 | 3 | 1 | 2 |
| 84 | female | 6 | 11 | urban | sports | 3 | 2 | 1 | 4 |
| 85 | female | 6 | 11 | urban | grades | 4 | 2 | 1 | 3 |
| 86 | male | 6 | 12 | urban | grades | 3 | 1 | 2 | 4 |
| 87 | male | 6 | 11 | urban | sports | 3 | 2 | 1 | 4 |
| 88 | male | 6 | 11 | urban | grades | 3 | 1 | 2 | 4 |
| 89 | male | 6 | 11 | urban | grades | 1 | 2 | 3 | 4 |
| 90 | male | 6 | 12 | urban | grades | 3 | 1 | 2 | 4 |
| 91 | female | 5 | 11 | rural | sports | 2 | 3 | 1 | 4 |
| 92 | male | 4 | 10 | suburban | popular | 3 | 2 | 1 | 4 |
| 93 | male | 6 | 12 | suburban | grades | 1 | 3 | 4 | 2 |
| 94 | female | 5 | 11 | rural | sports | 4 | 2 | 1 | 3 |
| 95 | female | 4 | 9 | rural | grades | 1 | 3 | 2 | 4 |
| 96 | male | 6 | 12 | rural | sports | 3 | 1 | 2 | 4 |
| 97 | male | 4 | 9 | urban | grades | 4 | 1 | 3 | 2 |
| 98 | male | 4 | 9 | urban | grades | 4 | 3 | 1 | 2 |
| 99 | male | 6 | 11 | urban | grades | 2 | 1 | 3 | 4 |
| 100 | male | 6 | 11 | urban | popular | 3 | 1 | 2 | 4 |