Table 1.
List of studies included in meta-analysis (study 1; k = 86)
RAA measures reported | Study characteristics | ||||||
---|---|---|---|---|---|---|---|
Study | Experiential and instrumental attitudes | Injunctive and descriptive norm | Capacity and autonomy | Sample size (N) | Type of behavior | Sample type | Follow-up (weeks) |
Abraham, Henderson, and Der (2004) [44] | ✓ | 260a
2048b |
Protection: using condoms | Adolescent/school: school children | Longer, 130 | ||
Armitage and Conner (1999a) [45] | ✓ | 94 | Protection: eating a low fat diet | Student | Shorter, 4 | ||
Armitage and Conner (1999b) [46] | ✓ | 413 | Protection: eating a low-fat diet | Adult: workforce | Longer, 13 | ||
Armitage, Conner, Loach, and Willetts (1999) [47] | ✓ | 121 | Risk: multiple drug behaviors, drink alcohol, smoke cannabis | Student | Shorter, 2 | ||
Berg, Jonsson, and Conner (2000) [48] | ✓ | 1086a
1500b |
Protection: healthy eating | Adolescent/school: school children | Shorter, 3 | ||
Bish, Sutton, and Golombok (2000) [49] | ✓ | ✓ | 133 | Detective: health screening | Adult: general public | Longer, 13 | |
Blanchard et al. (2009a) [50] | ✓ | 511 | Protection: eating five fruit and vegetables | Student | Shorter, 1 | ||
Blanchard et al. (2009b) [51] Sample 1: Caucasian Sample 2: African American |
✓ ✓ |
176 237 |
Protection: eating five fruit and vegetables Protection: eating five fruit and vegetables |
Student Student |
Shorter, 2 Shorter, 2 |
||
Blanchard et al. (2008a) [52] Sample 1: Caucasian Sample 2: African American |
✓ ✓ |
197 238 |
Protection: physical activity Protection: physical activity |
Student Student |
Shorter, 1 Shorter, 1 |
||
Blanchard et al. (2008b) [53] Sample 1: Caucasian Sample 2: African American |
✓ ✓ |
273 280 |
Protection: physical activity Protection: physical activity |
Student Student |
Longer, 8 Longer, 8 |
||
Boudreau, Godin, Pineau, and Bradet (1995) [54] | ✓ | 86 | Protection: physical activity | Adult: workforce | Longer, 8 | ||
Bryan and Rocheleau (2002) [55] | ✓ | 204 | Protection: physical activity (aerobic and resistance exercise) | Student | Longer, 13 | ||
Chatzisarantis, Hagger, Wang, and Thogersen-Ntoumani (2009) [56] | ✓ | 231 | Protection: physical activity | Adolescent/school: school children | Longer, 5 | ||
Conner, Godin, Sheeran, and Germain (2012) [57] | ✓ | ✓ | 1070 | Other: donating blood | Adult: general public | Longer, 26 | |
Conner and McMillan (1999) [58] | ✓ | 118 | Risk: using illegal drugs | Student | Longer, 13 | ||
Conner, Rhodes, Morris, McEachan, and Lawton (2011) [29] Study 1: Control group Study 2: Control group |
✓ ✓ |
✓ ✓ |
✓ ✓ |
61 32 |
Protection: physical activity Protection: physical activity |
Student Student |
Shorter, 3 Shorter, 3 |
Conner, Rodgers, and Murray (2007) [59] | ✓ | ✓ | 146 | Protection: physical activity | Student | Shorter, 1 | |
Conner, Sherlock, and Orbell (1998), Study 2 [60] | ✓ | ✓ | 123 | Risk: using illegal drugs | Adult: general public | Longer, 8 | |
de Bruijn, Keer, van den Putte, and Neijens (2012) [61] | ✓ | 109 | Protection: fruit consumption | Student | Shorter, 4 | ||
de Bruijn, Rhodes, and van Osch (2012) [62] | ✓ | 415 | Protection: physical activity | Student | Shorter, 3 | ||
de Bruijn, Verkooijen, de Vries, and van den Putte (2012) [63] | ✓ | 413 | Protection: physical activity | Student | Shorter, 2 | ||
de Vries, Backbier, Kok, and Dijkstra (1995) [40] | ✓ | 401 | Risk: smoking | Adolescent/school: school children | Longer, 26 | ||
Dunn, Mohr, Wilson, and Wittert (2011) [64] | ✓ | ✓ | 401 | Risk: fast food | Adult: general public | Shorter, 1 | |
Elliott and Ainsworth (2012) [65] | ✓ | ✓ | ✓ | 120 | Risk: binge drinking | Student | Shorter, 2 |
Elliott and Thomson (2010) [66] | ✓ | ✓ | ✓ | 1403 | Risk: speeding | Adult: general public | Longer, 26 |
Ellis Gardner and Hausenblas (2004) [67] | ✓ | 58c | Protection: exercising and eating a healthy diet | Adult: overweight women | Shorter, 4 | ||
Eves, Hoppe, and McLaren (2003) [68] | ✓ | 133a
233b |
Protection: six separate physical activity behaviors (e.g., aerobics, swimming) | Adult: general public | Shorter, 4 | ||
Giles, Liddell, and Bydawell (2005) [69] | ✓ | 32 | Protection: using condoms | Adolescent/school: young people | Shorter, 1 | ||
Giles, McClenahan, Cairns, and Mallet (2004) [70] | ✓ | 55a
100b |
Other: donating blood | Student | Shorter, 1 | ||
Godin, Anderson, Lambert, and Desharnais (2005) [71] | ✓ | 740 | Protection: physical activity | Adolescent/school: school children | Longer, 52 | ||
Hagger and Chatzisarantis (2005) [72] Study 1 Study 2 |
✓ ✓ |
✓ ✓ |
✓ ✓ |
523 596 |
Protection: dieting Protection: exercise |
Student Adult: workforce |
Shorter, 2 Shorter, 2 |
Hoie, Moan, Rise, and Larsen (2012) [73] Sample 1: Young people Sample 2: General Public |
✓ ✓ |
✓ ✓ |
174 272 |
Other: Quitting smoking Other: Quitting smoking |
Adolescent/school: young people Adult: general public |
Longer, 13 Longer, 13 |
|
Jackson, Smith, and Conner (2003) [74] | ✓ | ✓ | 85 | Protection: physical activity | Adult: workforce | Longer, 8 | |
Karvinen et al. (2009) [75] | ✓ | ✓ | 397 | Protection: physical activity | Adult: patient | Longer, 12 | |
Kellar and Abraham (2005) [76] control group | ✓ | 69 | Protection: eating five fruit and vegetables | Student | Shorter, 1 | ||
Kraft, Rise, Sutton, and Roysamb (2005) [77] | ✓ | ✓ | 110 | Protection: physical activity | Student | Shorter, 2 | |
Lawton, Ashley, Dawson, Waiblinger, and Conner (2012) [78] Sample 1: White British Sample 2: South Asian |
✓ ✓ |
✓ ✓ |
✓ ✓ |
71 113 |
Other: breastfeeding Other: breastfeeding |
Adult: pregnant mothers Adult: pregnant mothers |
Longer, 26 Longer, 26 |
Lawton, Conner, and McEachan (2009) [25] | ✓ | ✓ | ✓ | 390 | Multiple Risk (binge drinking, alcohol, illegal drugs, smoking exceeding speed limit) Protection (brushing teeth, exercising, flossing, fruit and vegetable consumption, low fat diet, physical activity, self-examination, sunscreen use, vitamin use) |
General public | Shorter, 4 |
Lowe, Eves, and Carroll (2002) [79] | ✓ | 365 | Protection: physical activity | Adult: general public | Longer, 26 | ||
McEachan, Sutton, and Myers (2010) [80] | ✓ | ✓ | ✓ | 397a
418b |
Protection: physical activity | Student | Shorter, 2 |
McMillan and Conner (2003) [81] | ✓ | 139 | Risk: using illegal drugs | Student | Longer, 26 | ||
McMillan et al. (2008) [82] | ✓ | 248 | Other: breastfeeding | Adult: general public | Longer, 6 | ||
McMillan, Higgins, and Conner (2005) [83] | ✓ | 620a
741b |
Other: not initiating smoking | Adolescent/school: school children | Longer, 13 | ||
Molla, Astrom, and Berhane (2007) [84] | ✓ | 743 | Protection: using condoms | Adult: general public | Longer, 12 | ||
Myers and Horswill (2006) [85] | ✓ | 46 | Protection: using sunscreen | Student | Longer, 16 | ||
Norman (2011) [86] | ✓ | 109a
137b |
Risk: binge drinking | Student | Shorter, 4 | ||
Norman, Armitage, and Quigley (2007) [87] | ✓ | 79a
94b |
Risk: binge drinking | Student | Shorter, 1 | ||
Norman and Conner (2006) [88] | ✓ | 273a
398b |
Risk: binge drinking | Student | Shorter, 1 | ||
Norman and Hoyle (2004) [89] | ✓ | 95 | Detective: breast self-examination | Adult: workforce | Shorter, 4 | ||
Payne, Jones, and Harris (2002) [90] | ✓ | 199 | Protection: physical activity | Adult: workforce | Shorter, 1 | ||
Payne, Jones, and Harris (2004) [91] | ✓ | 296 | Protection: physical activity and healthy eating | Adult: workforce | Shorter, 1 | ||
Plotnikoff, Courneya, Trinh, Karunamuni, and Sigal (2008) [92] | ✓ | 244 | Protection: physical activity | Adult: patient | Longer, 12 | ||
Povey, Conner, Sparks, James, and Shepherd (2000a) [93] | ✓ | 234a 242b | Protection: healthy eating | Adult: general public | Shorter, 2 | ||
Povey, Conner, Sparks, James, and Shepherd (2000b) [94] Sample 1 Sample 2 |
✓ ✓ |
143 144 |
Protection: eating a low-fat diet Protection: eating five fruit and vegetables |
Adult: general public Adult: general public |
Shorter, 4 Shorter, 4 |
||
Raudsepp, Viira, and Hannus (2010) [95] | ✓ | 236 | Protection: physical activity | Adolescent/school: school children | Longer, 52 | ||
Rhodes and Blanchard (2008) [96], sample 2 | ✓ | 174 | Protection: physical activity | Student | Shorter, 2 | ||
Rhodes, Blanchard, Matheson, and Coble (2006) [97] | ✓ | 230 | Protection: physical activity | Student | Shorter, 2 | ||
Rhodes and Courneya (2003) [98] | ✓ | 305 | Protection: physical activity | Student | Shorter, 4 | ||
Rhodes and Courneya (2005) [99] | ✓ | 585 | Protection: physical activity | Student | Shorter, 2 | ||
Rhodes, Courneya, Blanchard, and Plotnikoff (2007) [100] | ✓ | 358 | Protection: physical activity | Adult: general public | Longer, 8 | ||
Rhodes, de Bruijn, and Matheson (2010a) [101] | ✓ | 153 | Protection: physical activity | Student | Shorter, 2 | ||
Rhodes, Jones, and Courneya (2002) [102] | ✓ | 192 | Protection: physical activity | Student | Shorter, 2 | ||
Rhodes and Matheson (2005) [103] | ✓ | 241 | Protection: physical activity | Student | Shorter, 2 | ||
Rhodes, Matheson, and Mark (2010) [104] Sample 1 Sample 2 Sample 3 Sample 4 |
✓ ✓ ✓ ✓ |
✓ ✓ ✓ ✓ |
✓ ✓ ✓ ✓ |
111 100 99 101 |
Protection: physical activity Protection: physical activity Protection: physical activity Protection: physical activity |
Student Student Student Student |
Shorter, 2 Shorter, 2 Shorter, 2 Shorter, 2 |
Rise, Kovac, Kraft, and Moan (2008) [105] | ✓ | ✓ | 103 | Other: quitting smoking | Student | Longer, 16 | |
Rivis and Sheeran (2003b) [106] | ✓ | 225a
333b |
Protection: physical activity | Student | Shorter: 2 | ||
Rodgers, Conner, and Murray (2008) [19], study 1 | ✓ | 278 | Protection: physical activity | Student | Shorter, 1 | ||
Schutz et al. (2011) [107] Scott, Eves, French, and Hoppe (2007) [108], study 2 |
✓ | ✓ | 237 130a 139b |
Protection: using condoms Protection: physical activity |
Adult: males Adult: army trainees |
Longer, 26 Shorter, 1 |
|
Scott et al. (2010) [109] | ✓ | 186 | Protection: physical activity | Adult: army trainees | Shorter, 1 | ||
Shankar, Conner, and Bodansky (2007) [110] | ✓ | ✓ | 54 | Detective: checking blood glucose levels | Adult: patient | Shorter, 2 | |
Sieverding, Matterne, and Ciccarello (2010) [111] | ✓ | 2307 | Detective: health screening | Adult: general public | Longer, 52 | ||
Victoir, Eertmans, Van den Bergh, and Van den Broucke (2005) [112] | ✓ | 80 | Protection: safe driving | Adult: general public | Shorter, 1 | ||
Wilkinson and Abraham (2004) [113] | ✓ | ✓ | 225 | Risk: smoking | Adolescent/school: school children | Longer, 26 | |
Woolfson and Maguire (2010) [114] | ✓ | 62 | Risk: binge drinking | Student | Shorter, 4 | ||
Number of tests (k)d | 49e | 42f | 36 |
aSample size for relationships with behavior
bSample size for relationships with intention
cPooled sample size (69 for exercise, 46 for diet)
dThree studies failed to report intention–behavior correlation [40, 107, 111] resulting in k = 83 tests
eTwo studies failed to report correlation of experiential or instrumental attitude with behavior [68] or intention and behavior [113]
fTwo studies failed to report correlation of descriptive norm with behavior [84] or descriptive norm and injunctive norm with behavior [111]