Skip to main content
Erschienen in: Annals of Behavioral Medicine 6/2016

12.07.2016 | Original Article

Engineering Online and In-Person Social Networks for Physical Activity: A Randomized Trial

verfasst von: Liza S. Rovniak, PhD, MPH, Lan Kong, PhD, Melbourne F. Hovell, PhD, MPH, Ding Ding, PhD, MPH, James F. Sallis, PhD, Chester A. Ray, PhD, Jennifer L. Kraschnewski, MD, MPH, Stephen A. Matthews, PhD, Elizabeth Kiser, BS, Vernon M. Chinchilli, PhD, Daniel R. George, PhD, MSc, Christopher N. Sciamanna, MD, MPH

Erschienen in: Annals of Behavioral Medicine | Ausgabe 6/2016

Einloggen, um Zugang zu erhalten

Abstract

Background

Social networks can influence physical activity, but little is known about how best to engineer online and in-person social networks to increase activity.

Purpose

The purpose of this study was to conduct a randomized trial based on the Social Networks for Activity Promotion model to assess the incremental contributions of different procedures for building social networks on objectively measured outcomes.

Methods

Physically inactive adults (n = 308, age, 50.3 (SD = 8.3) years, 38.3 % male, 83.4 % overweight/obese) were randomized to one of three groups. The Promotion group evaluated the effects of weekly emailed tips emphasizing social network interactions for walking (e.g., encouragement, informational support); the Activity group evaluated the incremental effect of adding an evidence-based online fitness walking intervention to the weekly tips; and the Social Networks group evaluated the additional incremental effect of providing access to an online networking site for walking as well as prompting walking/activity across diverse settings. The primary outcome was mean change in accelerometer-measured moderate-to-vigorous physical activity (MVPA), assessed at 3 and 9 months from baseline.

Results

Participants increased their MVPA by 21.0 min/week, 95 % CI [5.9, 36.1], p = .005, at 3 months, and this change was sustained at 9 months, with no between-group differences.

Conclusions

Although the structure of procedures for targeting social networks varied across intervention groups, the functional effect of these procedures on physical activity was similar. Future research should evaluate if more powerful reinforcers improve the effects of social network interventions.

Trial Registration Number

The trial was registered with the ClinicalTrials.gov (NCT01142804).
Literatur
1.
Zurück zum Zitat Lee IM, Shiroma EJ, Lobelo F, et al. Effect of physical inactivity on major non-communicable diseases worldwide: an analysis of burden of disease and life expectancy. Lancet 2012;380:219–229.CrossRefPubMedPubMedCentral Lee IM, Shiroma EJ, Lobelo F, et al. Effect of physical inactivity on major non-communicable diseases worldwide: an analysis of burden of disease and life expectancy. Lancet 2012;380:219–229.CrossRefPubMedPubMedCentral
2.
Zurück zum Zitat Yu G, Renton A, Schmidt E, et al. A multilevel analysis of the association between social networks and support on leisure time physical activity: evidence from 40 disadvantaged areas in London. Health Place 2011;17:1023–1029.CrossRefPubMedPubMedCentral Yu G, Renton A, Schmidt E, et al. A multilevel analysis of the association between social networks and support on leisure time physical activity: evidence from 40 disadvantaged areas in London. Health Place 2011;17:1023–1029.CrossRefPubMedPubMedCentral
3.
Zurück zum Zitat Shelton RC, McNeill LH, Puleo E, Wolin KY, Emmons KM, Bennett GG. The association between social factors and physical activity among low-income adults living in public housing. Am J Public Health 2011;101:2102–2110.CrossRefPubMedPubMedCentral Shelton RC, McNeill LH, Puleo E, Wolin KY, Emmons KM, Bennett GG. The association between social factors and physical activity among low-income adults living in public housing. Am J Public Health 2011;101:2102–2110.CrossRefPubMedPubMedCentral
4.
Zurück zum Zitat Leahey TM, Crane MM, Pinto AM, Weinberg B, Kumar R, Wing RR. Effect of teammates on changes in physical activity in a statewide campaign. Prev Med 2010;51:45–49.CrossRefPubMedPubMedCentral Leahey TM, Crane MM, Pinto AM, Weinberg B, Kumar R, Wing RR. Effect of teammates on changes in physical activity in a statewide campaign. Prev Med 2010;51:45–49.CrossRefPubMedPubMedCentral
5.
Zurück zum Zitat Li JS, Barnett TA, Goodman E, Wasserman RC, Kemper AR. Approaches to the prevention and management of childhood obesity: the role of social networks and the use of social media and related electronic technologies: a scientific statement from the American Heart Association. Circulation 2013;127:260–267.CrossRefPubMed Li JS, Barnett TA, Goodman E, Wasserman RC, Kemper AR. Approaches to the prevention and management of childhood obesity: the role of social networks and the use of social media and related electronic technologies: a scientific statement from the American Heart Association. Circulation 2013;127:260–267.CrossRefPubMed
7.
Zurück zum Zitat Laranjo L, Arguel A, Neves AL, et al. The influence of social networking sites on health behavior change: a systematic review and meta-analysis. J Am Med Inform Assoc 2015;22:243–256.PubMed Laranjo L, Arguel A, Neves AL, et al. The influence of social networking sites on health behavior change: a systematic review and meta-analysis. J Am Med Inform Assoc 2015;22:243–256.PubMed
8.
Zurück zum Zitat Maher CA, Lewis LK, Ferrar K, Marshall S, De Bourdeaudhuij I, Vandelanotte C. Are health behavior change interventions that use online social networks effective? A systematic review J Med Internet Res 2014;16:e40.CrossRefPubMedPubMedCentral Maher CA, Lewis LK, Ferrar K, Marshall S, De Bourdeaudhuij I, Vandelanotte C. Are health behavior change interventions that use online social networks effective? A systematic review J Med Internet Res 2014;16:e40.CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Sallis JF, Cervero RB, Ascher W, Henderson KA, Kraft MK, Kerr J: An ecological approach to creating active living communities. Annu Rev Public Health 2006;27:297–322.CrossRefPubMed Sallis JF, Cervero RB, Ascher W, Henderson KA, Kraft MK, Kerr J: An ecological approach to creating active living communities. Annu Rev Public Health 2006;27:297–322.CrossRefPubMed
10.
Zurück zum Zitat Hovell MF, Wahlgren DR, Adams MA. The logical and empirical basis for the behavioral ecological model. In: DiClemente RJ, Crosby R, Kegler M, eds. Emerging theories in health promotion practice and research. 2th San Francisco: Jossey Bass; 2009:415–449. Hovell MF, Wahlgren DR, Adams MA. The logical and empirical basis for the behavioral ecological model. In: DiClemente RJ, Crosby R, Kegler M, eds. Emerging theories in health promotion practice and research. 2th San Francisco: Jossey Bass; 2009:415–449.
11.
Zurück zum Zitat Rovniak LS, Sallis JF, Kraschnewski JL, et al. Engineering online and in-person social networks to sustain physical activity: application of a conceptual model. BMC Public Health 2013;13:753.CrossRefPubMedPubMedCentral Rovniak LS, Sallis JF, Kraschnewski JL, et al. Engineering online and in-person social networks to sustain physical activity: application of a conceptual model. BMC Public Health 2013;13:753.CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Krieger J, Rabkin J, Sharify D, Song L. High point walking for health: creating built and social environments that support walking in a public housing community. Am J Public Health 2009;99 Suppl 3:S593–S599.CrossRefPubMedPubMedCentral Krieger J, Rabkin J, Sharify D, Song L. High point walking for health: creating built and social environments that support walking in a public housing community. Am J Public Health 2009;99 Suppl 3:S593–S599.CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Centola D. The spread of behavior in an online social network experiment. Science 2010;329:1194–1197.CrossRefPubMed Centola D. The spread of behavior in an online social network experiment. Science 2010;329:1194–1197.CrossRefPubMed
14.
Zurück zum Zitat Rovniak LS, Sallis JF, Saelens BE, et al. Adults’ physical activity patterns across life domains: cluster analysis with replication. Health Psychol 2010;29:496–505.CrossRefPubMedPubMedCentral Rovniak LS, Sallis JF, Saelens BE, et al. Adults’ physical activity patterns across life domains: cluster analysis with replication. Health Psychol 2010;29:496–505.CrossRefPubMedPubMedCentral
15.
Zurück zum Zitat Zhu X, Yu CY, Lee C, Lu Z, Mann G. A retrospective study on changes in residents’ physical activities, social interactions, and neighborhood cohesion after moving to a walkable community. Prev Med 2014;69 Suppl 1:S93-S97.CrossRefPubMed Zhu X, Yu CY, Lee C, Lu Z, Mann G. A retrospective study on changes in residents’ physical activities, social interactions, and neighborhood cohesion after moving to a walkable community. Prev Med 2014;69 Suppl 1:S93-S97.CrossRefPubMed
16.
Zurück zum Zitat Rovniak LS, Anderson ES, Winett RA, Stephens RS. Social cognitive determinants of physical activity in young adults: a prospective structural equation analysis. Ann Behav Med 2002;24:149–156.CrossRefPubMed Rovniak LS, Anderson ES, Winett RA, Stephens RS. Social cognitive determinants of physical activity in young adults: a prospective structural equation analysis. Ann Behav Med 2002;24:149–156.CrossRefPubMed
17.
Zurück zum Zitat McNeill LH, Kreuter MW, Subramanian SV. Social environment and physical activity: a review of concepts and evidence. Soc Sci Med 2006;63:1011–1022.CrossRefPubMed McNeill LH, Kreuter MW, Subramanian SV. Social environment and physical activity: a review of concepts and evidence. Soc Sci Med 2006;63:1011–1022.CrossRefPubMed
18.
Zurück zum Zitat Garber CE, Blissmer B, Deschenes MR, et al. American College of Sports Medicine position stand. Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: guidance for prescribing exercise. Med Sci Sports Exerc 2011;43:1334–1359.CrossRefPubMed Garber CE, Blissmer B, Deschenes MR, et al. American College of Sports Medicine position stand. Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: guidance for prescribing exercise. Med Sci Sports Exerc 2011;43:1334–1359.CrossRefPubMed
19.
Zurück zum Zitat Coleman KJ, Ngor E, Reynolds K, et al. Initial validation of an exercise “vital sign” in electronic medical records. Med Sci Sports Exerc 2012;44:2071–2076.CrossRefPubMed Coleman KJ, Ngor E, Reynolds K, et al. Initial validation of an exercise “vital sign” in electronic medical records. Med Sci Sports Exerc 2012;44:2071–2076.CrossRefPubMed
20.
Zurück zum Zitat Preciado P, Snijders TA, Burk WJ, Stattin H, Kerr M. Does proximity matter? Distance dependence of adolescent friendships. Soc Networks 2012;34:18–31.PubMedPubMedCentral Preciado P, Snijders TA, Burk WJ, Stattin H, Kerr M. Does proximity matter? Distance dependence of adolescent friendships. Soc Networks 2012;34:18–31.PubMedPubMedCentral
21.
22.
Zurück zum Zitat Hayes RJ, Moulton LH. Cluster randomised trials. Boca Raton: Chapman & Hall; 2009.CrossRef Hayes RJ, Moulton LH. Cluster randomised trials. Boca Raton: Chapman & Hall; 2009.CrossRef
23.
Zurück zum Zitat Rovniak LS, Hovell MF, Wojcik JR, Winett RA, Martinez-Donate AP. Enhancing theoretical fidelity: an e-mail-based walking program demonstration. Am J Health Promot 2005;20:85–95.CrossRefPubMed Rovniak LS, Hovell MF, Wojcik JR, Winett RA, Martinez-Donate AP. Enhancing theoretical fidelity: an e-mail-based walking program demonstration. Am J Health Promot 2005;20:85–95.CrossRefPubMed
24.
Zurück zum Zitat Noble BJ, Borg GAV, Jacobs I. A category-ratio perceived exertion scale: relationship to blood and muscle lactates and heart rate. Med Sci Sports Exerc 1983;15:523–528.PubMed Noble BJ, Borg GAV, Jacobs I. A category-ratio perceived exertion scale: relationship to blood and muscle lactates and heart rate. Med Sci Sports Exerc 1983;15:523–528.PubMed
25.
Zurück zum Zitat Sasaki JE, John D, Freedson PS. Validation and comparison of ActiGraph activity monitors. J Sci Med Sport 2011;14:411–416.CrossRefPubMed Sasaki JE, John D, Freedson PS. Validation and comparison of ActiGraph activity monitors. J Sci Med Sport 2011;14:411–416.CrossRefPubMed
26.
Zurück zum Zitat Freedson PS, Miller K. Objective monitoring of physical activity using motion sensors and heart rate. Res Q Exerc Sport 2000;71:S21-S29.CrossRefPubMed Freedson PS, Miller K. Objective monitoring of physical activity using motion sensors and heart rate. Res Q Exerc Sport 2000;71:S21-S29.CrossRefPubMed
27.
Zurück zum Zitat American College of Sports Medicine. ACSM’s guidelines for exercise testing and prescription. 8th ed. Baltimore: Lippincott Williams & Wilkins; 2010. American College of Sports Medicine. ACSM’s guidelines for exercise testing and prescription. 8th ed. Baltimore: Lippincott Williams & Wilkins; 2010.
28.
Zurück zum Zitat Pickering TG, Hall JE, Appel LJ, et al. Recommendations for blood pressure measurement in humans: an AHA scientific statement from the Council on High Blood Pressure Research Professional and Public Education Subcommittee. J Clin Hypertens 2005;7:102–109.CrossRef Pickering TG, Hall JE, Appel LJ, et al. Recommendations for blood pressure measurement in humans: an AHA scientific statement from the Council on High Blood Pressure Research Professional and Public Education Subcommittee. J Clin Hypertens 2005;7:102–109.CrossRef
29.
Zurück zum Zitat Steckler A, Linnan L. Process evaluation for public health interventions and research. San Francisco: Jossey-Bass; 2002. Steckler A, Linnan L. Process evaluation for public health interventions and research. San Francisco: Jossey-Bass; 2002.
30.
Zurück zum Zitat Chan CB, Ryan DA, Tudor-Locke C. Health benefits of a pedometer-based physical activity intervention in sedentary workers. Prev Med 2004;39:1215–1222.CrossRefPubMed Chan CB, Ryan DA, Tudor-Locke C. Health benefits of a pedometer-based physical activity intervention in sedentary workers. Prev Med 2004;39:1215–1222.CrossRefPubMed
31.
Zurück zum Zitat Croteau KA. A preliminary study on the impact of a pedometer-based intervention on daily steps. Am J Health Promot 2004;18:217–220.CrossRefPubMed Croteau KA. A preliminary study on the impact of a pedometer-based intervention on daily steps. Am J Health Promot 2004;18:217–220.CrossRefPubMed
32.
Zurück zum Zitat Wing RR, Jeffery RW. Benefits of recruiting participants with friends and increasing social support for weight loss and maintenance. J Consult Clin Psychol 1999;67:132–138.CrossRefPubMed Wing RR, Jeffery RW. Benefits of recruiting participants with friends and increasing social support for weight loss and maintenance. J Consult Clin Psychol 1999;67:132–138.CrossRefPubMed
33.
Zurück zum Zitat Faul F, Erdfelder E, Lang AG, Buchner A. G*Power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods 2007;39:175–191.CrossRefPubMed Faul F, Erdfelder E, Lang AG, Buchner A. G*Power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods 2007;39:175–191.CrossRefPubMed
34.
Zurück zum Zitat Tabachnick BG, Fidell LS. Using multivariate statistics, 5th ed. Boston: Pearson; 2007. Tabachnick BG, Fidell LS. Using multivariate statistics, 5th ed. Boston: Pearson; 2007.
35.
Zurück zum Zitat Wen CP, Wai JPM, Tsai MK, et al. Minimum amount of physical activity for reduced mortality and extended life expectancy: a prospective cohort study. Lancet 2011;378:1244–1253.CrossRefPubMed Wen CP, Wai JPM, Tsai MK, et al. Minimum amount of physical activity for reduced mortality and extended life expectancy: a prospective cohort study. Lancet 2011;378:1244–1253.CrossRefPubMed
36.
Zurück zum Zitat Goldstein H. Multilevel statistical models. Chichester: Wiley; 2011. Goldstein H. Multilevel statistical models. Chichester: Wiley; 2011.
37.
Zurück zum Zitat Pahor M, Guralnik JM, Ambrosius WT, et al. Effect of structured physical activity on prevention of major mobility disability in older adults: the LIFE study randomized clinical trial. J Am Med Assoc 2014;311:2387–2396.CrossRef Pahor M, Guralnik JM, Ambrosius WT, et al. Effect of structured physical activity on prevention of major mobility disability in older adults: the LIFE study randomized clinical trial. J Am Med Assoc 2014;311:2387–2396.CrossRef
38.
Zurück zum Zitat Joseph RP, Keller C, Adams MA, Ainsworth BE. Print versus a culturally-relevant Facebook and text message delivered intervention to promote physical activity in African American women: a randomized pilot trial. BMC Women’s Health 2015;15:30.CrossRefPubMedPubMedCentral Joseph RP, Keller C, Adams MA, Ainsworth BE. Print versus a culturally-relevant Facebook and text message delivered intervention to promote physical activity in African American women: a randomized pilot trial. BMC Women’s Health 2015;15:30.CrossRefPubMedPubMedCentral
39.
Zurück zum Zitat Schuna JM, Johnson WD, Tudor-Locke C. Adult self-reported and objectively monitored physical activity and sedentary behavior: NHANES 2005-2006. Int J Behav Nutr Phys Act 2013;10:126.CrossRefPubMedPubMedCentral Schuna JM, Johnson WD, Tudor-Locke C. Adult self-reported and objectively monitored physical activity and sedentary behavior: NHANES 2005-2006. Int J Behav Nutr Phys Act 2013;10:126.CrossRefPubMedPubMedCentral
40.
Zurück zum Zitat Armstrong ME, Green J, Reeves GK, et al. Frequent physical activity may not reduce vascular disease risk as much as moderate activity: large prospective study of women in the United Kingdom. Circulation 2015;131:721–729.CrossRefPubMed Armstrong ME, Green J, Reeves GK, et al. Frequent physical activity may not reduce vascular disease risk as much as moderate activity: large prospective study of women in the United Kingdom. Circulation 2015;131:721–729.CrossRefPubMed
42.
Zurück zum Zitat Schneider KL, Murphy D, Ferrara C, et al. An online social network to increase walking in dog owners: a randomized trial. Med Sci Sports Exerc 2015;47:631–639.CrossRefPubMedPubMedCentral Schneider KL, Murphy D, Ferrara C, et al. An online social network to increase walking in dog owners: a randomized trial. Med Sci Sports Exerc 2015;47:631–639.CrossRefPubMedPubMedCentral
43.
Zurück zum Zitat Resnick PJ, Janney AW, Buis LR, Richardson CR. Adding an online community to an internet-mediated walking program. Part 2: strategies for encouraging community participation. J Med Internet Res. 2010;12:e72.CrossRefPubMedPubMedCentral Resnick PJ, Janney AW, Buis LR, Richardson CR. Adding an online community to an internet-mediated walking program. Part 2: strategies for encouraging community participation. J Med Internet Res. 2010;12:e72.CrossRefPubMedPubMedCentral
44.
45.
Zurück zum Zitat Cavallo DN, Tate DF, Ries AV, Brown JD, DeVellis RF, Ammerman AS. A social media-based physical activity intervention: a randomized controlled trial. Am J Prev Med 2012;43:527–532.CrossRefPubMedPubMedCentral Cavallo DN, Tate DF, Ries AV, Brown JD, DeVellis RF, Ammerman AS. A social media-based physical activity intervention: a randomized controlled trial. Am J Prev Med 2012;43:527–532.CrossRefPubMedPubMedCentral
46.
Zurück zum Zitat Valle CG, Tate DF, Mayer DK, Allicock M, Cai J. A randomized trial of a Facebook-based physical activity intervention for young adult cancer survivors. J Cancer Surviv 2013;7:355–368.CrossRefPubMedPubMedCentral Valle CG, Tate DF, Mayer DK, Allicock M, Cai J. A randomized trial of a Facebook-based physical activity intervention for young adult cancer survivors. J Cancer Surviv 2013;7:355–368.CrossRefPubMedPubMedCentral
47.
Zurück zum Zitat Richardson CR, Buis LR, Janney AW, et al. An online community improves adherence in an internet-mediated walking program. Part 1: results of a randomized controlled trial. J Med Internet Res. 2010;12:e71.CrossRefPubMedPubMedCentral Richardson CR, Buis LR, Janney AW, et al. An online community improves adherence in an internet-mediated walking program. Part 1: results of a randomized controlled trial. J Med Internet Res. 2010;12:e71.CrossRefPubMedPubMedCentral
48.
49.
Zurück zum Zitat Centola D. An experimental study of homophily in the adoption of health behavior. Science 2011;334:1269–1272.CrossRefPubMed Centola D. An experimental study of homophily in the adoption of health behavior. Science 2011;334:1269–1272.CrossRefPubMed
50.
Zurück zum Zitat Cavallo DN, Tate DF, Ward DS, DeVellis RF, Thayer LM, Ammerman AS. Social support for physical activity—role of Facebook with and without structured intervention. Transl Behav Med 2014;4:346–354.CrossRefPubMedPubMedCentral Cavallo DN, Tate DF, Ward DS, DeVellis RF, Thayer LM, Ammerman AS. Social support for physical activity—role of Facebook with and without structured intervention. Transl Behav Med 2014;4:346–354.CrossRefPubMedPubMedCentral
51.
Zurück zum Zitat Christakis NA, Fowler JH. The spread of obesity in a large social network over 32 years. N Engl J Med 2007;357:370–379.CrossRefPubMed Christakis NA, Fowler JH. The spread of obesity in a large social network over 32 years. N Engl J Med 2007;357:370–379.CrossRefPubMed
53.
Zurück zum Zitat King AC, Hekler EB, Grieco LA, et al. Harnessing different motivational frames via mobile phones to promote daily physical activity and reduce sedentary behavior in aging adults. PLoS ONE 2013;8:e62613.CrossRefPubMedPubMedCentral King AC, Hekler EB, Grieco LA, et al. Harnessing different motivational frames via mobile phones to promote daily physical activity and reduce sedentary behavior in aging adults. PLoS ONE 2013;8:e62613.CrossRefPubMedPubMedCentral
54.
Zurück zum Zitat Zhang J, Brackbill D, Yang S, Centola D. Efficacy and causal mechanism of an online social media intervention to increase physical activity: results of a randomized controlled trial. Prev Med Rep 2015;2:651–657.CrossRefPubMedPubMedCentral Zhang J, Brackbill D, Yang S, Centola D. Efficacy and causal mechanism of an online social media intervention to increase physical activity: results of a randomized controlled trial. Prev Med Rep 2015;2:651–657.CrossRefPubMedPubMedCentral
55.
Zurück zum Zitat Bernheim BD. A theory of conformity. J Polit Econ 1994;102:841–877.CrossRef Bernheim BD. A theory of conformity. J Polit Econ 1994;102:841–877.CrossRef
56.
Zurück zum Zitat Skinner BF. Science and human behavior. New York: Simon & Schuster Inc.; 1953. Skinner BF. Science and human behavior. New York: Simon & Schuster Inc.; 1953.
57.
Zurück zum Zitat Maher C, Ferguson M, Vandelanotte C, et al. A web-based, social networking physical activity intervention for insufficiently active adults delivered via Facebook app: randomized controlled trial. J Med Internet Res 2015; 17:e174.CrossRefPubMedPubMedCentral Maher C, Ferguson M, Vandelanotte C, et al. A web-based, social networking physical activity intervention for insufficiently active adults delivered via Facebook app: randomized controlled trial. J Med Internet Res 2015; 17:e174.CrossRefPubMedPubMedCentral
58.
Zurück zum Zitat Napolitano MA, Hayes S, Bennett GG, Ives AK, Foster GD. Using Facebook and text messaging to deliver a weight loss program to college students. Obesity 2013;21:25–31.CrossRefPubMed Napolitano MA, Hayes S, Bennett GG, Ives AK, Foster GD. Using Facebook and text messaging to deliver a weight loss program to college students. Obesity 2013;21:25–31.CrossRefPubMed
59.
Zurück zum Zitat Greene J, Sacks R, Piniewski B, Kil D, Hahn JS. The impact of an online social network with wireless monitoring devices on physical activity and weight loss. J Prim Care Community Health 2013;4:189–194.CrossRefPubMed Greene J, Sacks R, Piniewski B, Kil D, Hahn JS. The impact of an online social network with wireless monitoring devices on physical activity and weight loss. J Prim Care Community Health 2013;4:189–194.CrossRefPubMed
60.
Zurück zum Zitat Turner-McGrievy G, Tate D. Tweets, apps, and pods: results of the 6-month mobile pounds off digitally (mobile POD) randomized weight-loss intervention among adults. J Med Internet Res 2011;13:e120.CrossRefPubMedPubMedCentral Turner-McGrievy G, Tate D. Tweets, apps, and pods: results of the 6-month mobile pounds off digitally (mobile POD) randomized weight-loss intervention among adults. J Med Internet Res 2011;13:e120.CrossRefPubMedPubMedCentral
61.
Zurück zum Zitat Rote AE, Klos LA, Brondino MJ, Harley AE, Swartz AM. The efficacy of a walking intervention using social media to increase physical activity: a randomized trial. J Phys Act Health 2015;12(Suppl 1):S18–S25.CrossRefPubMed Rote AE, Klos LA, Brondino MJ, Harley AE, Swartz AM. The efficacy of a walking intervention using social media to increase physical activity: a randomized trial. J Phys Act Health 2015;12(Suppl 1):S18–S25.CrossRefPubMed
62.
Zurück zum Zitat Motl RW, McAuley E, Dlugonski D. Reactivity in baseline accelerometer data from a physical activity behavioral intervention. Health Psychol 2012;31:172–175.CrossRefPubMed Motl RW, McAuley E, Dlugonski D. Reactivity in baseline accelerometer data from a physical activity behavioral intervention. Health Psychol 2012;31:172–175.CrossRefPubMed
Metadaten
Titel
Engineering Online and In-Person Social Networks for Physical Activity: A Randomized Trial
verfasst von
Liza S. Rovniak, PhD, MPH
Lan Kong, PhD
Melbourne F. Hovell, PhD, MPH
Ding Ding, PhD, MPH
James F. Sallis, PhD
Chester A. Ray, PhD
Jennifer L. Kraschnewski, MD, MPH
Stephen A. Matthews, PhD
Elizabeth Kiser, BS
Vernon M. Chinchilli, PhD
Daniel R. George, PhD, MSc
Christopher N. Sciamanna, MD, MPH
Publikationsdatum
12.07.2016
Verlag
Springer US
Erschienen in
Annals of Behavioral Medicine / Ausgabe 6/2016
Print ISSN: 0883-6612
Elektronische ISSN: 1532-4796
DOI
https://doi.org/10.1007/s12160-016-9814-8

Weitere Artikel der Ausgabe 6/2016

Annals of Behavioral Medicine 6/2016 Zur Ausgabe

Neu in den Fachgebieten Neurologie und Psychiatrie