Mediators of Physical Activity Adherence: Results from an Action Control Intervention in Couples
Open accessAbstract
Background: Behavior change interventions targeting self-regulation skills have generally shown promising effects. However, the psychological working mechanisms remain poorly understood. Purpose: We examined theory-based mediators of a randomized controlled trial in couples targeting action control (i.e., continuously monitoring and evaluating an ongoing behavior). Self-reported action control was tested as the main mediating mechanism of physical activity adherence, and in addition self-efficacy and received social support from the partner. Methods: Overweight individuals (N = 121) and their heterosexual partners were randomly allocated to an intervention (information + action control text messages) or a control group (information only). Across a period of 28 days, participants reported on action control, self-efficacy, and received support in end-of-day diaries, and wore triaxial accelerometers to assess stable between-person differences in mediators and the outcome adherence to recommended daily activity levels (≥30 min of moderate activity in bouts of at least 10 min). Results: On average, participants in the intervention group showed higher physical activity adherence levels and higher action control, self-efficacy, and received support compared to participants in the control group. Action control and received support emerged as mediating mechanisms, explaining 19.7 and 24.6% of the total intervention effect, respectively, in separate analyses, and 13.9 and 22.2% when analyzed simultaneously. No evidence emerged for self-efficacy as mediator. Conclusions: Action control and received support partly explain the effects of an action control intervention on physical activity adherence levels. Continued research is needed to better understand what drives intervention effects to guide innovative and effective health promotion. Trial Registration Number: (controlled-trials.com ISRCTN15705531).
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Greater engagement in PA increases the likelihood of sustained PA maintenance over time.
“Greater engagement in PA has been shown to increase exercise self-efficacy (73), associated with improved body image and physical quality of life, and increases the likelihood of sustained PA maintenance over time (94).”
From The Role of Exercise in Management of Mental Health Disorders: An Integrative Review (2021) · cites this paper as [94]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
(2013) · Cited by 44,563 · see citing works
Self-efficacy: Toward a unifying theory of behavioral change
Bandura, A. (1977) · Psychological Review · doi:10.1037/0033-295x.84.2.191 · Cited by 43,925 · see citing works
Preacher, K. J., & Hayes, A. F. (2008) · Behavior Research Methods · doi:10.3758/brm.40.3.879 · Cited by 34,117 · see citing works
Mediation in experimental and nonexperimental studies: New procedures and recommendations.
Shrout, P. E., & Bolger, N. (2002) · Psychological Methods · doi:10.1037/1082-989x.7.4.422 · Cited by 11,335 · see citing works
Self-citationConfidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods
MacKinnon, D. P., Lockwood, C. M., & Williams, J. (2004) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr3901_4 · Cited by 7,806 · see citing works
Michie, S., Richardson, M., Johnston, M., Abraham, C., Francis, J., Hardeman, W., Eccles, M. P., Cane, J., & Wood, C. E. (2013) · Annals of Behavioral Medicine · doi:10.1007/s12160-013-9486-6 · Cited by 7,629 · see citing works
Global physical activity levels: surveillance progress, pitfalls, and prospects
Hallal, P. C., Andersen, L. B., Bull, F. C., Guthold, R., Haskell, W., & Ekelund, U. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60646-1 · Cited by 5,711 · see citing works
Correlates of physical activity: why are some people physically active and others not?
Bauman, A. E., Reis, R. S., Sallis, J. F., Wells, J. C., Loos, R. J., & Martin, B. W. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60735-1 · Cited by 4,151 · see citing works
On the Self-Regulation of Behavior
Carver, C. S., & Scheier, M. F. (1998) · Cambridge University Press eBooks · doi:10.1017/cbo9781139174794 · Cited by 4,110 · see citing works
On the Self-Regulation of Behavior
Wright, B. R. E., Carver, C. S., & Scheier, M. F. (2000) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2654424 · Cited by 3,327 · see citing works
Schwarzer, R. (2008) · Applied Psychology · doi:10.1111/j.1464-0597.2007.00325.x · Cited by 2,569 · see citing works
Validation of Accelerometer Wear and Nonwear Time Classification Algorithm
CHOI, L., LIU, Z., MATTHEWS, C. E., & BUCHOWSKI, M. S. (2011) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3181ed61a3 · Cited by 1,804 · see citing works
Heron, K. E., & Smyth, J. M. (2010) · British Journal of Health Psychology · doi:10.1348/135910709x466063 · Cited by 1,438 · see citing works
Sniehotta, F. F., Scholz, U., & Schwarzer, R. (2005) · Psychology & Health · doi:10.1080/08870440512331317670 · Cited by 1,350 · see citing works
Self-citationValidation and comparison of ActiGraph activity monitors
Sasaki, J. E., John, D., & Freedson, P. S. (2011) · Journal of Science and Medicine in Sport · doi:10.1016/j.jsams.2011.04.003 · Cited by 1,317 · see citing works
Invisible support and adjustment to stress.
Bolger, N. P., Zuckerman, A., & Kessler, R. C. (2000) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.79.6.953 · Cited by 1,104 · see citing works
Self-citationCranford, J. A., Shrout, P. E., Iida, M., Rafaeli, E., Yip, T., & Bolger, N. P. (2006) · Personality and Social Psychology Bulletin · doi:10.1177/0146167206287721 · Cited by 869 · see citing works
Self-citationMediating variable framework in physical activity interventions
Baranowski, T., Anderson, C. B., & Carmack, C. L. (1998) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(98)00080-4 · Cited by 848 · see citing works
Advances in Mediation Analysis: A Survey and Synthesis of New Developments
Preacher, K. J. (2014) · Annual Review of Psychology · doi:10.1146/annurev-psych-010814-015258 · Cited by 800 · see citing works
Teixeira, P. J., Carraça, E. V., Marques, M. M., Rutter, H., Oppert, J.-M., De Bourdeaudhuij, I., Lakerveld, J., & Brug, J. (2015) · BMC Medicine · doi:10.1186/s12916-015-0323-6 · Cited by 711 · see citing works
Interventions for promoting physical activity
Foster, C., Hillsdon, M., Thorogood, M., Kaur, A., & Wedatilake, T. (2005) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd003180.pub2 · Cited by 692 · see citing works
Olander, E. K., Fletcher, H., Williams, S. L., Atkinson, L., Turner, A., & French, D. (2013) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-10-29 · Cited by 595 · see citing works
Interrupting long periods of sitting: good STUFF
Rutten, G. M., Savelberg, H. H. C. M., Biddle, S., & Kremers, S. (2013) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-10-1 · Cited by 499 · see citing works
Soziale Unterstützung bei der Krankheitsbewältigung: Die Berliner Social Support Skalen (BSSS)
Schulz, U., & Schwarzer, R. (2003) · Diagnostica · doi:10.1026//0012-1924.49.2.73 · Cited by 467 · see citing works
Mann, T. L., de Ridder, D. T. D., & Fujita, K. (2013) · Health Psychology · doi:10.1037/a0028533 · Cited by 455 · see citing works
Sallis, J. F., Taylor, W. C., Dowda, M. C., Freedson, P. S., & Pate, R. R. (2002) · Pediatric Exercise Science · doi:10.1123/pes.14.1.30 · Cited by 383 · see citing works
Psychosocial mediators of physical activity behavior among adults and children
Lewis, B. A., Marcus, B. H., Pate, R. R., & Dunn, A. L. (2002) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(02)00471-3 · Cited by 363 · see citing works
Gender Differences in Social Support: A Question of Skill or Responsiveness?
Neff, L. A., & Karney, B. R. (2005) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.88.1.79 · Cited by 329 · see citing works
Scholz, U., Sniehotta, F. F., & Schwarzer, R. (2005) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.27.2.135 · Cited by 281 · see citing works
Self-citationRhodes, R. E., & Pfaeffli, L. A. (2010) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-7-37 · Cited by 277 · see citing works
MacKinnon, D. P., & Pirlott, A. G. (2014) · Personality and Social Psychology Review · doi:10.1177/1088868314542878 · Cited by 257 · see citing works
Cerin, E., & MacKinnon, D. P. (2009) · Public Health Nutrition · doi:10.1017/s1368980008003649 · Cited by 210 · see citing works
Interpersonal Influences on Self-Regulation
Fitzsimons, G. M., & Finkel, E. J. (2010) · Current Directions in Psychological Science · doi:10.1177/0963721410364499 · Cited by 195 · see citing works
Thomas, G., & Fletcher, G. J. O. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.85.6.1079 · Cited by 176 · see citing works
Anderson, E. S., Winett, R. A., Wojcik, J. R., & Williams, D. M. (2010) · Journal of Health Psychology · doi:10.1177/1359105309342297 · Cited by 176 · see citing works
The role of action control in implementing intentions during the first weeks of behaviour change
Sniehotta, F. F., Nagy, G., Scholz, U., & Schwarzer, R. (2006) · British Journal of Social Psychology · doi:10.1348/014466605x62460 · Cited by 172 · see citing works
Self-citationPrestwich, A., Conner, M. T., Lawton, R., Ward, J. K., Ayres, K., & McEachan, R. (2012) · Health Psychology · doi:10.1037/a0027672 · Cited by 157 · see citing works
Fleig, L., Lippke, S., Pomp, S., & Schwarzer, R. (2011) · Preventive Medicine · doi:10.1016/j.ypmed.2011.06.019 · Cited by 133 · see citing works
Burkert, S., Scholz, U., Gralla, O., Roigas, J., & Knoll, N. (2011) · Social Science & Medicine · doi:10.1016/j.socscimed.2011.06.016 · Cited by 117 · see citing works
Self-citationPsychosocial mediation of fruit and vegetable consumption in the body and soul effectiveness trial.
Fuemmeler, B., Mâsse, L., Yaroch, A., Resnicow, K., Campbell, M., Carr, C. C., Wang, T., & Williams, A. (2006) · Health Psychology · doi:10.1037/0278-6133.25.4.474 · Cited by 106 · see citing works
Dyck, D. V., Cardon, G., Deforche, B. I., Giles‐Corti, B., Sallis, J. F., Owen, N. G., & Bourdeaudhuij, I. D. (2010) · International Journal of Behavioral Medicine · doi:10.1007/s12529-010-9127-4 · Cited by 101 · see citing works
Sorkin, D. H., Mavandadi, S., Rook, K. S., Biegler, K. A., Kilgore, D. B., Dow, E., & Ngo‐Metzger, Q. (2014) · Health Psychology · doi:10.1037/hea0000063 · Cited by 100 · see citing works
Distinguishing Between Cross- and Cluster-Level Mediation Processes in the Cluster Randomized Trial
Pituch, K. A., & Stapleton, L. M. (2012) · Sociological Methods & Research · doi:10.1177/0049124112460380 · Cited by 94 · see citing works
Action control in dyads: A randomized controlled trial to promote physical activity in everyday life
Berli, C., Stadler, G., Inauen, J., & Scholz, U. (2016) · Social Science & Medicine · doi:10.1016/j.socscimed.2016.07.003 · Cited by 89 · see citing works
Self-citationCarlson, L. E., Goodey, E., Bennett, M. H., Taenzer, P. A., & Koopmans, J. (2002) · Addictive Behaviors · doi:10.1016/s0306-4603(01)00192-7 · Cited by 83 · see citing works
Partner‐ and planning‐based interventions to reduce fat consumption: Randomized controlled trial
Prestwich, A., Conner, M. T., Lawton, R., Ward, J. K., Ayres, K., & McEachan, R. (2013) · British Journal of Health Psychology · doi:10.1111/bjhp.12047 · Cited by 73 · see citing works
A Dyadic Action Control Trial in Overweight and Obese Couples (DYACTIC)
Scholz, U., & Berli, C. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-1321 · Cited by 67 · see citing works
Self-citationBanik, A., Łuszczyńska, A., Pawlowska, I., Cieślak, R., Knoll, N., & Scholz, U. (2016) · Annals of Behavioral Medicine · doi:10.1007/s12160-016-9821-9 · Cited by 56 · see citing works
Self-citationScholz, U., Ochsner, S., Hornung, R., & Knoll, N. (2013) · Applied Psychology Health and Well-Being · doi:10.1111/aphw.12010 · Cited by 55 · see citing works
Self-citationScholz, U., Nagy, G., Schüz, B., & Ziegelmann, J. P. (2008) · British Journal of Social Psychology · doi:10.1348/014466607x266606 · Cited by 51 · see citing works
Self-citationNonspecific Effects in Psychoeducational Intervention Research
Donovan, H. S., Kwekkeboom, K. L., Rosenzweig, M. Q., & Ward, S. E. (2009) · Western Journal of Nursing Research · doi:10.1177/0193945909338488 · Cited by 50 · see citing works
An experimental test of control theory‐based interventions for physical activity
Prestwich, A., Conner, M. T., Hurling, R., Ayres, K., & Morris, B. (2016) · British Journal of Health Psychology · doi:10.1111/bjhp.12198 · Cited by 26 · see citing works
Baruth, M., Wilcox, S., Blair, S. N., Hooker, S. P., Hussey, J. M., & Saunders, R. P. (2010) · Health Education Research · doi:10.1093/her/cyq007 · Cited by 25 · see citing works
Scholz, U., Ochsner, S., & Łuszczyńska, A. (2012) · International Journal of Psychology · doi:10.1080/00207594.2012.661061 · Cited by 25 · see citing works
Self-citationHealthy for Life: A Randomized Trial Examining Physical Activity Outcomes and Psychosocial Mediators
Lewis, B. A., Williams, D. M., Martinson, B. C., DUNSIGER, S. I., & Marcus, B. H. (2012) · Annals of Behavioral Medicine · doi:10.1007/s12160-012-9439-5 · Cited by 21 · see citing works
Psychosocial mediators of a lifestyle physical activity intervention in women
Opdenacker, J., Bourdeaudhuij, I. D., Auweele, Y. V., & Boen, F. (2009) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2009.03.002 · Cited by 21 · see citing works
Plotnikoff, R. C., Pickering, M. A., Rhodes, R. E., Courneya, K. S., & Spence, J. C. (2010) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-7-32 · Cited by 14 · see citing works
Scholz, U., Ochsner, S., Hornung, R., et al. (n.d.) · doi:10.7892/boris.50069 · Cited by 6 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
The Role of Exercise in Management of Mental Health Disorders: An Integrative Review
Smith, P. J., & Merwin, R. M. (2021) · Annual Review of Medicine · doi:10.1146/annurev-med-060619-022943 · Cited by 360 · see citing works
- Authors
- Berli, C., Stadler, G., Shrout, P. E., Bolger, N., & Scholz, U.
- Affiliations
- Columbia University (US)
- University of Aberdeen (GB)
- New York University (US)
- University of Zurich (CH)
- Corresponding author
- Berli, Corina
- Venue
- Annals of Behavioral Medicine
- Publisher
- Oxford University Press (OUP)
- Published
- 2017-12-13
- Volume
- 52
- Issue
- 1
- Pages
- 65-76
- ISSN
- 0742-5554 (ISSN-L)
- 0883-6612
- 1532-4796
- OpenAlex
- W2736194317
- Cited by
- 22
- References
- 58
- Citations by year
- 2025: 2 · 2024: 3 · 2023: 1 · 2022: 4 · 2021: 4 · 2020: 3 · 2019: 2 · 2018: 2 · 2017: 1
- FWCI
- 2.50
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Annals of Behavioral Medicine (publishedVersion)
- PubMed (publishedVersion)
- Zurich Open Repository and Archive (University of Zurich) (acceptedVersion, other-oa)
- Aberdeen University Research Archive (Aberdeen University) (submittedVersion)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion, other-oa)
- Zurich Open Repository and Archive (University of Zurich)
- Funders
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (PP00P1_133632/1, P2BEP1_158975)
- Topics
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Keywords
- physical activity adherence, action control, couples, self-regulation, self-efficacy, social support, text messaging intervention, overweight, mediation analysis, behaviour change interventions, accelerometry, health promotion
- MeSH terms
- Self-Control, Adult, Aged, Female, Humans, Male, Middle Aged, Patient Compliance, Social Support, Exercise, Treatment Outcome, Spouses, Overweight, Young Adult, Text Messaging, Weight Reduction Programs
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review