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Original Articles

The impact of exercise motives on adolescents’ sustained use of wearable technology

ORCID Icon, ORCID Icon, & ORCID Icon
Pages 691-705 | Received 01 Aug 2019, Accepted 18 Jan 2020, Published online: 01 Feb 2020

References

  • Ahmed, M. D. 2012. “Analysis of Exercise Motivation and Locus of Causality for Exercise among Interuniversity Level Team Game Players.” International Journal of Behavioral Social and Movement Sciences 1 (2): 7–14.
  • Barrett, M. A., O. Humblet, R. A. Hiatt, and N. E. Adler. 2013. “Big Data and Disease Prevention: From Quantified Self to Quantified Communities.” Big Data 1 (3): 168–175. doi: 10.1089/big.2013.0027
  • Boiche, J., and P. Sarrazin. 2015. “A Longitudinal Study of Perceived Conflict and Instrumental Relationships Between Life Contexts among Adolescents: The Role of Self-Determined Motivation.” Journal of Applied Sport Psychology 27: 430–448. doi: 10.1080/10413200.2015.1042170.
  • Bravata, D. M., C. Smith-Spangler, V. Sundaram, A. L. Gienger, N. Lin, R. Lewis, C. D. Stave, I. Olkin, and J. R. Sirard. 2007. “Using Pedometers to Increase Physical Activity and Improve Health: A Systematic Review.” JAMA 298 (19): 2296–2304. doi: 10.1001/jama.298.19.2296
  • Buenaflor, C., and H. C. Kim. 2013. “Six Human Factors to Acceptability of Wearable Computers.” International Journal of Multimedia and Ubiquitous Engineering 8 (3): 103–114.
  • Bycura, D., Y. Feito, and C. Prather. 2017. “Motivational Factors in CrossFit® Training Participation.” Health Behavior and Policy Review 4 (6): 539–550. doi: 10.14485/HBPR.4.6.4
  • Childhood Overweight and Obesity. n.d. https://www.cdc.gov/obesity/childhood /.
  • Cho, D., and S. Beck. 2016. “Competitive Physical Activity Participation: Effect on Motivation of International College Students.” Journal of the Oklahoma Association for Health, Physical Education, Recreation, and Dance 53 (3): 6370.
  • Choe, S., F. Leite, D. Seedah, and C. Caldas. 2014. “Evaluation of Sensing Technology for the Prevention of Backover Accidents in Construction Work Zones.” Journal of Information Technology in Construction 19 (January): 1–19.
  • Clapham, E. D. 2011. “Supporting new PE with Technology.” In The Dimensions of Physical Education and Health Education: An Introduction to the Discipline, edited by L. Ciccomascolo, and E. Sullivan, 234–242. Sudsbury, MA: Jones and Bartlett.
  • Clapham, E., E. C. Sullivan, and L. E. Ciccomascolo. 2015. “Effects of a Physical Education Supportive Curriculum and Technological Devices on Physical Activity.” The Physical Educator 72 (1): 102–116. http://digitalcommons.uri.edu/kinesiology_facpubs/8/.
  • Cobb, L. E., W. J. Stone, L. J. Anonsen, and D. A. Klein. 2000. “The Influence of Goal Setting on Exercise Adherence.” Journal of Health Education 31 (5): 277–281. doi: 10.1080/10556699.2000.10604703
  • Consolvo, S., D. W. McDonald, and J. A. Landay. 2009. “ Goal-Setting Considerations for Persuasive Technologies that Encourage Physical Activity.” In Proceedings of the 4th International Conference of Persuasive Technology. New York: ACM.
  • Coorevits, L., and T. Coenen. 2017. “The Rise and Fall of Wearable Fitness Trackers.” In Academy of Management Proceedings 2016: 1. doi:10.5465/ambpp.2016.17305abstract . MA: AOM.
  • Crofts, C., G. Schofield, and G. Dickson. 2012. “Women-only Mass Participation Sporting Events: Does Participation Facilitate Changes in Physical Activity?” Annals of Leisure Research 15 (2): 148–159. doi: 10.1080/11745398.2012.685297
  • Deci, E. L., and R. M. Ryan. 1985. Intrinsic Motivation and Self-Determination in Human Behavior. New York: Plenum.
  • Deci, E. L., and R. M. Ryan. 1990. “A Motivational Approach to Self: Integration in Personality.” In Nebraska Symposium on Motivation (Vol. 38, pp 237–288), edited by R. A. Dienstbier. Lincoln: University of Nebraska Press.
  • Dishman, R. K. 1987. “Exercise Adherence and Habitual Physical Activity.” In Exercise and Mental Health, edited by W. P. Morgan, and S. E. Goldston, 57–83. Washington, DC: Hemisphere.
  • Duda, J. L. 1989. “Goal Perspectives and Behavior in Sport and Exercise Settings.” In Advances in Motivation and Achievement: Motivation Enhancing Environments (Vol. 6, pp. 81–115), edited by M. L. Maehr, and C. Ames. Greenwich, CT: JAI Press.
  • Duda, J. L., and M. K. Tappe. 1988. “Predictors of Personal Investment in Physical Activity among Middle-Aged and Older Adults.” Perceptual and Motor Skills 66: 543–549. doi: 10.2466/pms.1988.66.2.543
  • Duffy, J. 2014. “ The Best Activity Trackers for Fitness.” PCMag. Accessed August 4, 2014.
  • Edwards, H. M., S. McDonald, T. Zhao, and L. Humphries. 2014. “Design Requirements for Persuasive Technologies to Motivate Physical Activity in Adolescents: A Field Study.” Behaviour & Information Technology 33: 968–986. doi: 10.1080/0144929X.2013.841755
  • Egli, T., H. W. Bland, B. F. Melton, and D. R. Czech. 2011. “Influence of Age, Sex, and Race on College Students’ Exercise Motivation of Physical Activity.” Journal of American College Health 59 (5): 399–406. doi: 10.1080/07448481.2010.513074
  • Ekkekakis, P., E. Lind, and R. R. Joens-Matre. 2006. “Can Self-Reported Preference for Exerciseintensity Predict Physiologically Defined Self-Selected Exercise Intensity?” Research Quarterly for Exercise and Sport 77: 81–90. doi: 10.1080/02701367.2006.10599334
  • Endeavour Partners. 2014. “ Inside Wearables: How the Science of Human Behavior Change Offers the Secret to Long-Term Engagement.” https://medium.com/@endeavourprtnrs/inside-wearable-how-the-science-of-human-behavior-change-offers-the-secret-to-long-term-engagement-a15b3c7d4cf3.
  • Felker, K. 2013. “Fitbit one Teaches Students of Healthy Living.” Learning & Leading with Technology 40 (6): 32–33.
  • Field, A. 2013. Discovering Statistics Using IBM SPSS Statistics. (4). Los Angeles, CA: Sage.
  • Fishbein, M., and I. Ajzen. 1975. Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research. Reading: Addison-Wesley.
  • Fishbein, M., and I. Ajzen. 2010. Predicting and Changing Behavior: The Reasoned Action Approach. New York, NY: Taylor & Francis.
  • Fornell, C., and D. F. Larcker. 1981. “Structural Equation Models with Unobservable Variables and Measurement Error.” Journal of Marketing Research 18 (1): 39–50. doi:10.2307/3151312 doi: 10.1177/002224378101800104
  • Fortier, M. S., G. C. Williams, S. N. Sweet, and H. Patrick. 2009. “Self-determination Theory: Process Models for Health Behavior Change.” In Emerging Theories in Health Promotion Practice and Research, edited by R. J. DiClemente, R. A. Crosby, and M. C. Kegler, 57–183. San Francisco, CA: Jossey-Bass.
  • Frederick, C., and R. Ryan. 1993. “Differences in Motivation for Sport and Exercise and Their Relations with Participation and Mental Health.” Journal of Sport Behavior 16 (3): 124–146.
  • Gefen, D., and D. Straub. 2005. “A Practical Guide to Factorial Validity Using PLS-Graph: Tutorial and Annotated Example.” Communications of the Association for Information Systems 16: 91–109. doi: 10.17705/1CAIS.01605
  • Gefen, D., D. Straub, and M. Boudreau. 2000. “Structural Equation Modeling and Regression: Guidelines for Research Practice.” Communications of Association of Information Systems 4 (7): 1–7. doi:10.17705/1CAIS.00407.
  • Guedes, D. P., R. F. S. Legnani, and E. Legnani. 2013. “Exercise Motive in a Sample of Brazilian University Students.” Driving. Physical Education Magazine 19 (3): 590–596.
  • Gulotta, R., J. Forlizzi, R. Yang, and M. W. Newman. 2016. “ Fostering Engagement with Personal Informatics Systems.” In Proceedings of the 2016 ACM Conference on Designing Interactive Systems, 286–300. Brisbane, QLD: ACM.
  • Hales, C. M., M. D. Carroll, C. D. Fryar, and C. L. Ogden. 2017. Prevalence of Obesity among Adults and Youth: United States, 2015–2016. Vol. 288. Hyattsville, MD: National Center for Health Statistics.
  • Hedley, A. A., C. L. Ogden, C. L. Johnson, M. D. Carroll, L. R. Curtin, and K. M. Flegal. 2004. “Prevalence of Overweight and Obesity among US Children, Adolescents, and Adults, 1999-2002.” JAMA 291 (23): 2847–2850. doi:10.1001/jama.291.23.2847.
  • Ingledew, D. K., D. Markland, and A. R. Medley. 1998. “Exercise Motives and Stages of Change.” Journal of Health Psychology 3 (4): 477–489. doi: 10.1177/135910539800300403
  • Janz, K. F. 2002. “Use of Heart Rate Monitors to Assess Physical Activity.” In Physical Activity Assessments for Health-Related Research, edited by G. J. Welk, 143–161. Champaign, IL: Human Kinetics.
  • Karoly, P., L. S. Ruehlman, M. A. Okun, R. S. Lutz, C. Newton, and C. Fairholme. 2005. “Perceived Self-Regulation of Exercise Goals among Regular and Irregular Exercisers: A Life Space Analysis.” Psychology of Sport and Exercise 6: 427–442. doi: 10.1016/j.psychsport.2004.03.004
  • Kassar, T., and R. M. Ryan. 1996. “Further Examining the American Dream: Differential Correlates of Intrinsic and Extrinsic Goals.” Personality and Social Psychology Bulletin 22: 280–287. doi: 10.1177/0146167296223006
  • Kilpatrick, M., E. Hebert, and J. Bartholomew. 2005. “College Students’ Motivation for Physical Activity: Differentiating Men's and Women's Motives for Sport Participation and Exercise.” Journal of American College Health 54 (2): 87–94. doi: 10.3200/JACH.54.2.87-94
  • Kulavic, K., C. N. Hultquist, and J. R. McLester. 2013. “A Comparison of Motivational Factors and Barriers to Physical Activity among Traditional Versus Nontraditional College Students.” Journal of American College Health 61 (2): 60–66. doi: 10.1080/07448481.2012.753890
  • Liu, L., and Y. Zhang. 2014. “Enhancing Teachers’ Professional Development Through Reflective Teaching.” Theory and Practice in Language Studies 4 (11): 2396.
  • Lunney, A., N. R. Cunningham, and M. S. Eastin. 2016. “Wearable Fitness Technology: A Structural Investigation Into Acceptance and Perceived Fitness Outcomes.” Computers in Human Behavior 65: 114–123. doi: 10.1016/j.chb.2016.08.007
  • Maltby, J., and L. Day. 2001. “The Relationship Between Exercise Motives and Psychological Weil-Being.” The Journal of Psychology 135 (6): 651–660. doi: 10.1080/00223980109603726
  • Markland, D., and L. Hardy. 1993. “The Exercise Motivations Inventory: Preliminary Development and Validity of a Measure of Individuals’ Reasons for Participation in Regular Physical Exercise.” Personality and Individual Differences 15: 289–296. doi: 10.1016/0191-8869(93)90219-S
  • Markland, D., and D. K. Ingledew. 1997. “The Measurement of Exercise Motives: Factorial Validity and Invariance Across Gender of a Revised Exercise Motivations Inventory.” British Journal of Health Psychology 2: 361–376. doi: 10.1111/j.2044-8287.1997.tb00549.x
  • Markland, D., D. K. Ingledew, L. Hardy, and L. Grant. 1992. “A Comparison of the Exercise Motivations of Participants in Aerobics and Weight Watcher Exercisers.” Journal of Sports Sciences 10: 609–610.
  • Milad, D. 2018. “Exploring the Motivational Factors on Continuous Usage Intention of Smartwatches among Actual Users.” Behaviour Information Technology 37 (2): 145–158. doi: 10.1080/0144929X.2018.1424246
  • Naar-King, S., and M. Suarez. 2011. Motivational Interviewing with Adolescents and Young Adults. New York, NY: Guilford Press.
  • Nachtsheim, C. J., J. Neter, M. Kutner, and W. Wasserman. 2004. Applied Linear Statistical Models. (5). New York: Irwin.
  • Nafus, D., and J. Sherman. 2014. “This One Does Not go up to 11: The Quantified Self Movement as an Alternative Big Data Practice.” The International Journal of Communication 8: 1784–1794.
  • Nunally, J. C., and I. H. Bernstein. 1978. Psychometric Theory. New York: McGraw-Hill.
  • Park, Y., and J. V. Chen. 2007. “Acceptance and Adoption of the Innovative use of Smartphone.” Industrial Management & Data Systems 107 (9): 1349–1365. doi: 10.1108/02635570710834009.
  • Partridge, J. A., K. M. King, and W. Bian. 2011. “Perceptions of Heart Rate Monitor use in High School Physical Education Classes.” Physical Educator 68 (1): 30–44. http://js.sagamorepub.com/pe/article/view/27.
  • Patel, M., and A. A. O’Kane. 2015. “ Contextual Influences on the Use and Non-use of Digital Technology while Exercising at the Gym.” In Proceedings of the 2015 Conference on Human Factors in Computing Systems, 2923–2932. New York: ACM.
  • Pelletier, L. G., M. S. Fortier, R. J. Valierand, K. M. Tuson, N. M. Brière, and M. R. Blais. 1995. “Toward a new Measure of Intrinsic Motivation, Extrinsic Motivation, and Motivation in Sports: The Sport Motivation Scale (SMS).” Journal of Sport and Exercise Psychology 17: 35–53. doi: 10.1123/jsep.17.1.35
  • Piskozub, A. T. 2013. Exercise Motivators and Exercise Causality among Andrews University Students: A Correlational Study. Andrews University. https://digitalcommons.andrews.edu/theses/21/.
  • Randriambelonoro, M., Y. Chen, and P. Pu. 2017. “Can Fitness Trackers Help Diabetic and Obese Users Make and Sustain Lifestyle Changes?” Computer 50: 20–29. doi: 10.1109/MC.2017.92
  • Reyes Fernández, B., L. Fleig, C. A. Godinho, E. Montenegro Montenegro, N. Knoll, and R. Schwarzer. 2015. “Action Control Bridges the Planning-Behaviour Gap: A Longitudinal Study on Physical Exercise in Young Adults.” Psychology & Health 30 (8): 911–923. doi:10.1080/08870446.2015.1006222.
  • Rhodes, R. E., B. Fiala, and M. Conner. 2009. “A Review and Meta-analysis of Affective Judgements and Physical Activity in Adult Populations.” Annals of Behavioral Medicine 38: 180–204. doi: 10.1007/s12160-009-9147-y
  • Ringle, C. M., S. Wende, and J. M. Becker. 2015. Smart PLS 3.” In B. S. GmbH (Ed.), http://www.smartpls.com.
  • Ringle, C. M., S. Wende, and A. Will. 2005. “ SmartPLS 2.0 (beta).”
  • Robinson, D., and L. Randall. 2017. “Gadgets in the Gymnasium: Physical Educators’ use of Digital Technologies.” Canadian Journal of Learning and Technology 43: 1. doi:10.21432/T24C82.
  • Ryan, R., and E. Deci. 2000. “Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions.” Contemporary Educational Psychology 25 (1): 54–67. doi: 10.1006/ceps.1999.1020
  • Ryan, R. M., and E. L Deci. 2002. “An Overview of Self-Determination Theory: An Organismic-Dialectical Perspective.” In Handbook of Self-Determination Research, edited by E. L. Deci and R. M. Ryan, 3–33. Rochester, NY: University of Rochester Press.
  • Ryan, R. M., and E. L Deci. 2008. “A Self-Determination Theory Approach to Psychotherapy: The Motivational Basis for Effective Change.” Canadian Psychology 49 (3): 186–193. doi: 10.1037/a0012753
  • Ryan, R., C. Frederick, D. Lepes, N. Rubio, and K. Sheldon. 1997. “Intrinsic Motivation and Exercise Adherence.” International Journal of Sports Psychology 28: 335–354.
  • Saleem, K., B. Shahzad, M. Orgun, J. Al-Muhtadi, J. Rodrigues, and M. Zahariah. 2017. “Design and Deployment Challenges in Immersive and Wearable Technologies.” Behavior & Information Technology 36 (7): 687–698. doi: 10.1080/0144929X.2016.1275808
  • Schneider, M. L., and B. M. Kwan. 2013. “Psychological Need Satisfaction, Intrinsic Motivation and Affective Response to Exercise in Adolescents.” Psychology of Sport and Exercise 14 (5): 776–785. doi:10.1016/j.psychsport.2013.04.005.
  • Shin, D. 2018. “Empathy and Embodied Experience in Virtual Environment: To What Extent can Virtual Reality Stimulate Empathy and Embodied Experience?” Computers in Human Behavior 78: 64–73. doi: 10.1016/j.chb.2017.09.012
  • Shin, D. 2019. “How Do Technological Properties Influence User Afordance of Wearable Technologies.” Interaction Studies 20 (2): 307–338. doi: 10.1075/is.16024.shi
  • Shin, D., and F. Biocca. 2018. “Impact of Social Influence and Users’ Perception of Coolness on Smartwatch Behavior.” Social Behavior and Personality 46 (6): 881–890. doi:10.2224/sbp.5134.
  • Shin, D., and Y. Hwang. 2018. “Integrated Acceptance and Sustainability Evaluation of Internet of Medical Things: A Dual-Level Analysis.” Internet Research 27 (5): 1227–1254. doi:10.1108/IntR-07-2016-0200.
  • Smith, M., M. Powers, L. Boyd, and T. Hancock. 2017. “The Influence of Activity Trackers on Physical Activity, Cardiorespiratory Endurance, Body Composition, and Exercise Motivation.” International Journal of Exercise Science Conference Proceedings 11 (5): 42. https://digitalcommons.wku.edu/ijesab/vol11/iss5/42.
  • Snyder, R. 2014, August 9. Wearable Devices Less of a Good Fit? Los Angeles Times. http://lexisnexis.com/memex.lehman.cuny.edu:20148/Inacui2ap.
  • Snyder, K., J. M. Lee, A. Bjornsen, and D. Dinkel. 2017. “What Gets Them Moving? College Students’. Motivation for Exercise: An Exploratory Study.” Recreational Sports Journal 41: 111–124. doi: 10.1123/rsj.2017-0026
  • Speck, B. J., and S. W. Looney. 2001. “Effects of a Minimal Intervention to Increase Physical Activity in Women: Daily Activity Records.” Nursing Research 50 (6): 374–378. doi: 10.1097/00006199-200111000-00008
  • Stragier, J., M. V. Abeele, P. Mechant, and L. De Marez. 2016. “Understanding Persistence in the use of Online Fitness Communities: Comparing Novice and Experienced Users.” Computers in Human Behavior 64: 34–42. doi: 10.1016/j.chb.2016.06.013
  • Strath, S. J., and T. W. Rowley. 2018. “Wearables for Promoting Physical Activity.” Clinical Chemistry 64: 53–63. doi: 10.1373/clinchem.2017.272369
  • Sullivan, A. N., and M. E. Lachman. 2017. “Behavior Change with Fitness Technology in Sedentary Adults: A Review of the Evidence for Increasing Physical Activity.” Frontiers in Public Health 4 (289). doi:10.3389/fpubh.2016.00289.
  • Svanberg, S. 2013. “Biophotonics-Techniques and Applications.” Laser and Photonics Reviews 7 (5): A43–A44. doi:10.1002/1por.201300506 doi: 10.1002/lpor.201300506
  • Tehrani, K., and A. Michael. 2014. “ Wearable Technology and Wearable Devices: Everything You Need to Know.” Wearable Devices Magazine. Accessed August 7, 2014 from http://www.wearabledevices.com/what-is-a-wearabledevice/.
  • Topol, E. J. 2015. The Patient Will see you now: The Future of Medicine is in Your Hands. New York: Basic Books.
  • Troiano, R. P., D. Berrigan, K. W. Dodd, et al. 2008. “Physical Activity in the United States Measured by Accelerometer.” Medicine and Science in Sports and Exercise 40: 181–188. doi: 10.1249/mss.0b013e31815a51b3
  • Vallerand, R. J., and G. F. Losier. 1999. “An Integrative Analysis of Intrinsic and Extrinsic Motivation in Sport.” Journal of Applied Sport Psychology 11 (1): 142–169. doi: 10.1080/10413209908402956
  • Vansteenkiste, M., B. Soenens, and W. Lens. 2007. “Intrinsic Versus Extrinsic Goal Promotion in Exercise and Sport: Understanding the Differential Impacts on Performance and Persistence.” In Intrinsic Motivation and Self-Determination in Exercise and Sport, edited by M. S. Hagger, and N. L. D. Chatzisarantis, 167–180. Champaign, IL: Human Kinetics.
  • Wear and Care. n.d. https://www.fitbit.com.
  • Willis, J. D., and L. F. Campbell. 1992. Exercise Psychology. Champaign: Human Kinetics Publishers.
  • Wilson, M., S. Ramsay, and K. J. Young. 2017. “Engaging Overweight Adolescents in a Health and Fitness Program Using Wearable Activity Trackers.” Journal of Pediatric Health Care 31 (4): e25–e34. doi:10.1016/j.pedhc.2017.03.001.
  • World Health Organization. 2011. “ Global Status Report on Noncommunicable Diseases.” Accessed June 12, 2019 from https://www.who.int/nmh/publications/ncd_report2010/en /.
  • Wright, R., and L. Keith. 2014. “Wearable Technology: If the Tech Fits, Wear it.” Journal of Electronic Resources in Medical Libraries 11 (4): 204–216. doi:10.1080/15424065.2014.969051.

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