Physical Activity during the First Lockdown of the COVID-19 Pandemic: Investigating the Reliance on Digital Technologies, Perceived Benefits, Barriers and the Impact of Affect
Abstract
:1. Introduction
1.1. Coronavirus
1.2. Physical Activity
1.3. Benefits and Barriers
1.4. Digital Support
1.5. Affect
1.6. Objectives of the Paper
2. Materials and Methods
2.1. Sample and Procedure
2.2. Measures
2.2.1. Demographic Measures
2.2.2. Physical Activity
2.2.3. Benefits and Barriers
2.2.4. Digital Support
2.2.5. Affect
3. Results
3.1. Characteristics of the Sample
3.2. Physical Activity during Lockdown
Comparing Physical Activity Levels before and during Lockdown
3.3. Benefits and Barriers during Lockdown
Benefits and Barriers per Level of Physical Activity during Lockdown
3.4. Digital Support during Lockdown
3.4.1. Comparing Digital Support before and during Lockdown
3.4.2. Digital Support per Level of Physical Activity during Lockdown
3.4.3. Future Usage of Digital Support
3.5. Affect during Lockdown
Affect per Level of Physical Activity during Lockdown
3.6. Sufficiently Active or Insufficiently Active during Lockdown?
3.6.1. Physical Activity during Lockdown
3.6.2. Comparing Physical Activity Levels before and during Lockdown
3.6.3. Predictors of Belonging to the More Active Group
4. Discussion
4.1. Physical Activity
4.2. Benefits and Barriers
4.3. Digital Support
4.4. Affect
4.5. Sufficiently Active vs. Insufficiently Active
4.6. Predictors of Belonging to the More Active Group
5. Practical Implications
6. Limitations and Strengths
7. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- World Health Organization. Coronavirus Disease (COVID-19) Advice for the Public 2020. Available online: https://www.who.int/emergencies/diseases/novel-coronavirus-2019/advice-for-public (accessed on 24 June 2020).
- Parnell, D.; Widdop, P.; Bond, A.; Wilson, R. COVID-19, networks and sport. Manag. Sport Leis. 2020, 1–7. [Google Scholar] [CrossRef] [Green Version]
- Belgian Federal Government. Coronavirus COVID-19. 2020. Available online: https://www.info-coronavirus.be/en/ (accessed on 12 October 2020).
- Chen, P.; Mao, L.; Nassis, G.P.; Harmer, P.; Ainsworth, B.E.; Li, F. Coronavirus disease (COVID-19): The need to maintain regular physical activity while taking precautions. J. Sport Health Sci. 2020, 9, 103–104. [Google Scholar] [CrossRef] [PubMed]
- Sporza. Sport Vlaanderen, Wetenschappers en Artsen roepen op: “Blijf Sporten” 2020. Available online: https://sporza.be/nl/2020/03/20/sport-vlaanderen-wetenschappers-en-artsen-roepen-op-blijf-sporten~1584697322305/ (accessed on 21 August 2020).
- World Health Organization Physical Activity 2018. Available online: https://www.who.int/news-room/fact-sheets/detail/physical-activity (accessed on 8 March 2020).
- World Health Organization. Physical Activity Fact Sheet 2018. Available online: https://www.euro.who.int/__data/assets/pdf_file/0005/288041/WHO-Fact-Sheet-PA-2015.pdf (accessed on 17 March 2020).
- Vlaams Instituut Gezond Leven. Bewegingsdriehoek. 2019. Available online: https://www.gezondleven.be/themas/beweging-sedentair-gedrag/bewegingsdriehoek (accessed on 21 March 2020).
- Vlaams Instituut Gezond Leven. Licht Intensief Bewegen. 2020. Available online: https://www.gezondleven.be/themas/beweging-sedentair-gedrag/bewegingsdriehoek/licht-intensief-bewegen (accessed on 21 March 2020).
- Vlaams Instituut Gezond Leven. Matig Intensief Bewegen. 2020. Available online: https://www.gezondleven.be/themas/beweging-sedentair-gedrag/bewegingsdriehoek/matig-intensief-bewegen (accessed on 21 March 2020).
- World Health Organization. What is Moderate-intensity and Vigorous-Intensity Physical Activity? Global Strategy on Diet, Physical Activity and Health 2020. Available online: https://www.who.int/dietphysicalactivity/physical_activity_intensity/en/ (accessed on 12 May 2020).
- Vlaams Instituut Gezond Leven. Hoog Intensief Bewegen 2020. Available online: https://www.gezondleven.be/themas/beweging-sedentair-gedrag/bewegingsdriehoek/hoog-intensief-bewegen (accessed on 21 August 2020).
- Vlaams Instituut Gezond Leven. Hoeveel Moet je Bewegen 2019. Available online: https://www.gezondleven.be/themas/beweging-sedentair-gedrag (accessed on 21 August 2020).
- World Health Organization. Physical Inactivity: A Global Public Health Problem 2020. Available online: https://www.who.int/ncds/prevention/physical-activity/inactivity-global-health-problem/en/ (accessed on 7 July 2020).
- Duvall, J. Enhancing the benefits of outdoor walking with cognitive engagement strategies. J. Environ. Psychol. 2011, 31, 27–35. [Google Scholar] [CrossRef]
- Yuenyongchaiwat, K. Effects of 10,000 steps a day on physical and mental health in overweight participants in a community setting: A preliminary study. Braz. J. Phys. Ther. 2016, 20, 367–373. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- World Health Organization. Coronavirus Disease (COVID-19) Situation Reports 2020. Available online: https://www.who.int/emergencies/diseases/novel-coronavirus-2019/situation-reports (accessed on 17 March 2020).
- Nieman, D.C. Exercise, upper respiratory tract infection, and the immune system. Med. Sci. Sports Exerc. 1994, 26, 128–139. [Google Scholar] [CrossRef]
- Vangramberen, M. Sport Doet Wat een Medicijn Niet kan: Je kans op een Infectie tot 50% Doen Dalen. 2020. Available online: https://sporza.be/nl/2020/04/22/-sport-doet-wat-een-medicijn-niet-kan-je-kans-op-een-infectie-tot-50-doen-dalen~1587547375735/ (accessed on 12 October 2020).
- Sechrist, K.R.; Walker, S.N.; Pender, N.J. Development and psychometric evaluation of the exercise benefits/barriers scale. Res. Nurs. Health 1987, 10, 357–365. [Google Scholar] [CrossRef]
- Constandt, B.; Thibaut, E.; De Bosscher, V.; Scheerder, J.; Ricour, M.; Willem, A. Exercising in Times of Lockdown: An Analysis of the Impact of COVID-19 on Levels and Patterns of Exercise among Adults in Belgium. Int. J. Environ. Res. Public Health 2020, 17, 4144. [Google Scholar] [CrossRef]
- Jukic, I.; Calleja-González, J.; Cos, F.; Cuzzolin, F.; Olmo, J.; Terrados, N.; Njaradi, N.; Sassi, R.; Requena, B.; Milanovic, L.; et al. Strategies and Solutions for Team Sports Athletes in Isolation due to COVID-19. Sports 2020, 8, 56. [Google Scholar] [CrossRef] [PubMed]
- Huyghe, T.; Bird, S.; Calleja-González, J.; Alcaraz, P.E. Season Suspension and Summer Extension: Unique Opportunity for Professional Team-Sport Athletes and Support Staff During and Following the COVID-19 Crisis. Front. Sports Act. Living 2020, 2, 98. [Google Scholar] [CrossRef] [PubMed]
- Breakman, E.; Charafeddine, R.; Demarest, S.; Drieskens, S.; Gisle, L.; Hermans, L. Tweede COVID-19 Gezondheidsenquȴte: Eerste resultaten. Brussel, Belgieȵ; Depot nummer: D/2020/14.440.xx. Available online: https://doi.org/10.25608/kd4x-0m92 (accessed on 5 March 2021).
- De Mey, K. Kunnen Sportapps ons Gezond Houden? Nu Zelden, in de Toekomst Misschien wel. 2020. Available online: https://sporza.be/nl/2020/04/02/kunnen-sportapps-ons-gezond-houden-nu-zelden-in-de-toekomst-misschien-wel~1585832974446/ (accessed on 12 October 2020).
- Hall, G.; Laddu, D.R.; Phillips, S.A.; Lavie, C.J.; Arena, R. A tale of two pandemics: How will COVID-19 and global trends in physical inactivity and sedentary behavior affect one another? Prog. Cardiovasc. Dis. 2021, 64, 108–110. [Google Scholar] [CrossRef]
- Arzu, D.; Tuzun, E.H.; Eker, L. Perceived barriers to physical activity in university students. J. sports Sci. Med. 2006, 5, 615–620. [Google Scholar]
- Pope, Z.; Lee, J.E.; Zeng, N.; Lee, H.Y.; Gao, Z. Feasibility of smartphone application and social media intervention on breast cancer survivors’ health outcomes. Transl. Behav. Med. 2018, 9, 11–22. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Rasmussen, H.N.; Wrosch, C.; Scheier, M.F.; Carver, C.S. Self-Regulation Processes and Health: The Importance of Optimism and Goal Adjustment. J. Pers. 2006, 74, 1721–1748. [Google Scholar] [CrossRef] [PubMed]
- Roose, K. The Coronavirus Crisis Is Showing Us How to Live Online. The New York Times. 2020. Available online: https://www.nytimes.com/2020/03/17/technology/coronavirus-how-to-live-online.html (accessed on 12 September 2020).
- Lorenz, T.; Griffith, E.; Isaac, M. We Live in Zoom Now. The New York Times. 2020. Available online: https://www.nytimes.com/2020/03/17/style/zoom-parties-coronavirus-memes.html (accessed on 12 September 2020).
- Ortiz, P.A. Teaching in the time of COVID-19. Biochem. Mol. Biol. Educ. 2020, 48, 201. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Epstein, A. Coronavirus-induced school and office closures have been great for Twitch. Quartz. 2020. Available online: https://qz.com/1819981/views-on-twitch-are-significantly-up-because-of-coronavirus/ (accessed on 12 September 2020).
- Netflix. Netflix Party 2020. Available online: https://www.netflixparty.com (accessed on 12 October 2020).
- de Corte, L. Sportinuwkot: Dankzij Deze Online Initiatieven Kan je Thuis Bewegen 2020. Available online: https://www.hln.be/fit-en-gezond/sportinuwkot-dankzij-deze-online-initiatieven-kan-je-thuis-bewegen~a7ccbf84/ (accessed on 12 September 2020).
- Park, J. Helping You Stay Healthy during This Time. Fitbit Blog. 2020. Available online: https://blog.fitbit.com/letter-from-ceo/ (accessed on 15 April 2020).
- Morahan-Martin, J.; Schumacher, P. Loneliness and social uses of the Internet. Comput. Hum. Behav. 2003, 19, 659–671. [Google Scholar] [CrossRef]
- Usher, K.; Bhullar, N.; Jackson, D. Life in the pandemic: Social isolation and mental health. J. Clin. Nurs. 2020, 29, 2756–2757. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Brooks, S.K.; Webster, R.K.; Smith, L.E.; Woodland, L.; Wessely, S.; Greenberg, N.; Rubin, G.J. The psychological impact of quarantine and how to reduce it: Rapid review of the evidence. Lancet 2020, 395, 912–920. [Google Scholar] [CrossRef] [Green Version]
- Wang, K.; Goldenberg, A.; Dorison, C.; Miller, J.; Lerner, J.; Gross, J. A Global Test of Brief Reappraisal Interventions on Emotions during the COVID-19 Pandemic; Leibniz Institut für Psychologische Information und Dokumentation (ZPID): Trier, Germany, 2020. [Google Scholar]
- Wasserman, D. Physical activity improves mental health. Acta Paediatr. 2019, 108, 984–985. [Google Scholar] [CrossRef] [Green Version]
- Wang, F.; Orpana, H.M.; Morrison, H.; De Groh, M.; Dai, S.; Luo, W. Long-term Association Between Leisure-time Physical Activity and Changes in Happiness: Analysis of the Prospective National Population Health Survey. Am. J. Epidemiol. 2012, 176, 1095–1100. [Google Scholar] [CrossRef]
- Sin, N.L.; Moskowitz, J.T.; Whooley, M.A. Positive Affect and Health Behaviors Across 5 Years in Patients with Coronary Heart Disease: The Heart and Soul Study. Psychosom. Med. 2015, 77, 1058–1066. [Google Scholar] [CrossRef] [Green Version]
- World Health Organization. Global Recommendations on Physical Activity for Health 2010. Available online: https://www.who.int/publications/i/item/9789241599979 (accessed on 10 March 2020).
- Hoare, E.; Stavreski, B.; Jennings, G.L.; Kingwell, B.A. Exploring Motivation and Barriers to Physical Activity among Active and Inactive Australian Adults. Sports 2017, 5, 47. [Google Scholar] [CrossRef] [PubMed]
- Hagströmer, M.; Oja, P.; Sjöström, M. The International Physical Activity Questionnaire (IPAQ): A study of concurrent and construct validity. Public Health Nutr. 2006, 9, 755–762. [Google Scholar] [CrossRef]
- Godin, G. The Godin-Shephard Leisure-Time Physical Activity Questionnaire. Health Fit. J. Can. 2011, 4, 18–22. [Google Scholar]
- Karim, J.; Weisz, R.; Rehman, S.U. International positive and negative affect schedule short-form (I-PANAS-SF): Testing for factorial invariance across cultures. Procedia Soc. Behav. Sci. 2011, 15, 2016–2022. [Google Scholar] [CrossRef] [Green Version]
- Pilkonis, P.A.; Choi, S.W.; Reise, S.P.; Stover, A.M.; Riley, W.T.; Cella, D.; PROMIS Cooperative Group. Item banks for measuring emotional distress from the Patient-Reported Outcomes Measurement Information System (PROMIS(R)): Depression, anxiety, and anger. Assessment 2011, 18, 263–283. [Google Scholar] [CrossRef]
- Ameringer, S.; Elswick, R.K.; Menzies, V.; Robins, J.L.; Starkweather, A.; Walter, J.; Gentry, A.E.; Jallo, N. Psychometric Evaluation of the Patient-Reported Outcomes Measurement Information System Fatigue-Short Form Across Diverse Populations. Nurs. Res. 2016, 65, 279–289. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cella, D.; Choi, S.W.; Condon, D.M.; Schalet, B.; Hays, R.D.; Rothrock, N.E.; Yount, S.; Cook, K.F.; Gershon, R.C.; Amtmann, D.; et al. PROMIS((R)) Adult Health Profiles: Efficient Short-Form Measures of Seven Health Domains. Value Health 2019, 22, 537–544. [Google Scholar] [CrossRef] [Green Version]
- Ahorsu, D.K.; Lin, C.-Y.; Imani, V.; Saffari, M.; Griffiths, M.D.; Pakpour, A.H. The Fear of COVID-19 Scale: Development and Initial Validation. Int. J. Ment. Health Addict. 2020, 1–9. [Google Scholar] [CrossRef] [Green Version]
- Field, A. Discovering Statistics Using IBM SPSS Statistics, 4th ed.; SAGE: Sussex, UK, 2013. [Google Scholar]
- Sciensano. Health Interview Survey, Belgium, 1997–2001–2004–2008–2013–2018: Health Interview Survey Interactive Analysis. 2018 2020, July 24. Available online: https://hisia.wiv-isp.be/ (accessed on 11 August 2020).
- Scheerder, J.; Willem, A.; De Bosscher, V.; Thibault, E.; Ricour, M. Sport(en) in Tijden van Covid-19; Vlaams Tijdschrift voor Sportbeheer: Sint-Niklaas, Belgium, 2020; pp. 14–19. [Google Scholar]
- HLN News. Van de lockdown op 18 maart tot de recentste coronamaatregelen: Dit is het parcours dat België tot nu heeft doorlopen, in HLN. National News, 2020 . Available online: https://www.hln.be/binnenland/overzicht-van-de-lockdown-op-18-maart-tot-de-recentste-coronamaatregelen-dit-is-het-parcours-dat-belgie-tot-nu-heeft-doorlopen~af470e8f/ (accessed on 17 October 2020).
- Fancourt, D.; Steptoe, A. Covid-19 Social Study—Results Release 2; London, UK, 2020. Available online: https://www.nuffieldfoundation.org/project/covid-19-social-study (accessed on 17 May 2020).
- Mertens, G.; Gerritsen, L.; Duijndam, S.; Salemink, E.; Engelhard, I.M. Fear of the coronavirus (COVID-19): Predictors in an online study conducted in March 2020. J. Anxiety Disord. 2020, 74, 102258. [Google Scholar] [CrossRef]
- Mahaffey, B.L. COVID-19 Guidelines for Sports and Physical Activity. Missouri Med. 2020, 117, 205–206. [Google Scholar]
- Mulcahey, M.K.; Gianakos, A.L.; Mercurio, A.; Rodeo, S.; Sutton, K.M. Sports Medicine Considerations During the COVID-19 Pandemic. Am. J. Sports Med. 2021, 49, 512–521. [Google Scholar] [CrossRef] [PubMed]
- Lochbaum, M.; Stevenson, S.; Hilario, D. Achievement goals, thoughts about intense physical activity, and exerted effort: A mediational analysis. J. Sport Behav. 2009, 32, 53. [Google Scholar]
- Vlaams Instituut Gezond Leven. BLIJVEN DOORGAAN, BLIJVEN BEWEGEN … OOK VOOR ONZE HELDEN IN DE ZORG. 2020. Available online: https://www.gezondleven.be/nieuws/blijven-doorgaan-blijven-bewegen-ook-voor-onze-helden-in-de-zorg (accessed on 11 August 2020).
- Vlaams Instituut Gezond Leven. Waarom 10 000 Stappen. 10 000 Stappen 2021. Available online: https://10000stappen.gezondleven.be/waarom-10000-stappen (accessed on 11 August 2020).
- Justine, M.; Azizan, A.; Hassan, V.; Salleh, Z.; Manaf, H. Barriers to participation in physical activity and exercise among middle-aged and elderly individuals. Singap. Med. J. 2013, 54, 581–586. [Google Scholar] [CrossRef] [PubMed]
- Marcora, S.M. Effort: Perception of. In Encyclopedia of Perception; Goldstein, E.B., Ed.; Sage: Los Angeles, CA, USA, 2010; pp. 380–383. ISBN 978-1-4129-4081-8. [Google Scholar]
- de Vries, J.D.; Claessens, B.J.; van Hooff, M.L.; Geurts, S.A.; van den Bossche, S.N.; Kompier, M.A. Disentangling longitudinal relations between physical activity, work-related fatigue, and task demands. Int. Arch. Occup. Environ. Health 2015, 89, 89–101. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kurniawan, I.T.; Seymour, B.; Talmi, D.; Yoshida, W.; Chater, N.; Dolan, R.J. Choosing to Make an Effort: The Role of Striatum in Signaling Physical Effort of a Chosen Action. J. Neurophysiol. 2010, 104, 313–321. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Buckworth, J.; Nigg, C. Physical Activity, Exercise, and Sedentary Behavior in College Students. J. Am. Coll. Health 2004, 53, 28–34. [Google Scholar] [CrossRef]
- Ajzen, I. The theory of planned behavior. Organ. Behav. Hum. Decis. Process. 1991, 50, 179–211. [Google Scholar] [CrossRef]
- King, K.; Vidourek, R.; English, L.; Merianos, A.L. Vigorous physical activity among college students: Using the health belief model to assess involvement and social support. Arch. Exerc. Health Dis. 2014, 4, 267–279. [Google Scholar] [CrossRef]
- Stragier, J. U Bent Vaker en Vaker een Sportapp Gaan Gebruiken Tijdens de Lockdown. 2020. Available online: https://sporza.be/nl/2020/05/14/strava-activiteit/ (accessed on 17 December 2020).
- Feter, N.; Dos Santos, T.S.; Caputo, E.L.; da Silva, M.C. What is the role of smartphones on physical activity promotion? A systematic review and meta-analysis. Int. J. Public Health 2019, 64, 679–690. [Google Scholar] [CrossRef]
- Brickwood, K.-J.; Watson, G.; O’Brien, J.; Williams, A.D. Consumer-Based Wearable Activity Trackers Increase Physical Activity Participation: Systematic Review and Meta-Analysis. JMIR mHealth uHealth 2019, 7, e11819. [Google Scholar] [CrossRef]
- Survey, C.C. Preliminary Results (April–June) 8/5—Eating Together & e-Appetising 2020. Available online: https://coronacookingsurvey.be/resultaten/ (accessed on 17 December 2020).
- DiBisceglie, S.; Arigo, D. Perceptions of #fitspiration activity on Instagram: Patterns of use, response, and preferences among fitstagrammers and followers. J. Health Psychol. 2019, 1359105319871656. [Google Scholar] [CrossRef]
- Klein, M.C.; Manzoor, A.; Middelweerd, A.; Mollee, J.S.; Velde, S.J.T. Encouraging Physical Activity via a Personalized Mobile System. IEEE Internet Comput. 2015, 19, 20–27. [Google Scholar] [CrossRef]
- Matthews, J.; Win, K.T.; Oinas-Kukkonen, H.; Freeman, M. Persuasive Technology in Mobile Applications Promoting Physical Activity: A Systematic Review. J. Med. Syst. 2016, 40, 1–13. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Berry, T.R.; Spence, J.C.; Plotnikoff, R.C.; Bauman, A. Physical Activity Information Seeking and Advertising Recall. Health Commun. 2011, 26, 246–254. [Google Scholar] [CrossRef] [Green Version]
- Wichers, M.; Peeters, F.P.M.L.; Rutten, B.P.F.; Jacobs, N.; Derom, C.; Thiery, E.; Delespaul, P.; Van Os, J. A time-lagged momentary assessment study on daily life physical activity and affect. Health Psychol. 2012, 31, 135–144. [Google Scholar] [CrossRef]
- Eliao, Y.; Shonkoff, E.T.; Dunton, G.F. The Acute Relationships Between Affect, Physical Feeling States, and Physical Activity in Daily Life: A Review of Current Evidence. Front. Psychol. 2015, 6, 1975. [Google Scholar] [CrossRef] [Green Version]
- Schöndube, A.; Kanning, M.; Fuchs, R. The Bidirectional Effect between Momentary Affective States and Exercise Duration on a Day Level. Front. Psychol. 2016, 7, 1414. [Google Scholar] [CrossRef] [Green Version]
- Lee, H.H.; Emerson, J.A.; Williams, D.M. The Exercise-Affect-Adherence Pathway: An Evolutionary Perspective. Front Psychol. 2016, 7, 1285. [Google Scholar] [CrossRef]
- Chen, C.Y.; Pham, M.T. Affect regulation and consumer behavior. Consum. Psychol. Rev. 2018, 2, 114–144. [Google Scholar] [CrossRef]
- Dalton, E.D. Exercise-related coping beliefs predict physical activity levels in response to naturally occurring stress: A daily diary study of college students. J. Am. Coll. Health 2020, 1–9. [Google Scholar] [CrossRef]
- Aarts, H.; Paulussen, T.; Schaalma, H. Physical exercise habit: On the conceptualization and formation of habitual health behaviours. Health Educ. Res. 1997, 12, 363–374. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kleine, R.E.; Kleine, S.S.; Kernan, J.B. Mundane Consumption and the Self: A Social-Identity Perspective. J. Consum. Psychol. 1993, 2, 209–235. [Google Scholar] [CrossRef]
- Maher, C.; Ryan, J.; Ambrosi, C.; Edney, S. Users’ experiences of wearable activity trackers: A cross-sectional study. BMC Public Health 2017, 17, 1–8. [Google Scholar] [CrossRef] [Green Version]
- Prestwich, A.; Perugini, M.; Hurling, R. Can implementation intentions and text messages promote brisk walking? A randomized trial. Health Psychol. 2010, 29, 40–49. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Litman, L.; Rosen, Z.; Spierer, D.; Weinberger-Litman, S.; Goldschein, A.; Robinson, J. Mobile Exercise Apps and Increased Leisure Time Exercise Activity: A Moderated Mediation Analysis of the Role of Self-Efficacy and Barriers. J. Med. Internet Res. 2015, 17, e195. [Google Scholar] [CrossRef] [PubMed]
- Lister, C.; Royne, M.; Payne, H.E.; Cannon, B.; Hanson, C.; Barnes, M. The Laugh Model: Reframing and Rebranding Public Health Through Social Media. Am. J. Public Health 2015, 105, 2245–2251. [Google Scholar] [CrossRef] [PubMed]
- Harris, M.B. Correlates and Characteristics of Boredom Proneness and Boredom1. J. Appl. Soc. Psychol. 2000, 30, 576–598. [Google Scholar] [CrossRef]
- Vandelanotte, C.; Short, C.; Plotnikoff, R.C.; Hooker, C.; Canoy, D.; Rebar, A.; Alley, S.; Schoeppe, S.; Mummery, W.K.; Duncan, M.J. TaylorActive--Examining the effectiveness of web-based personally-tailored videos to increase physical activity: A randomised controlled trial protocol. BMC Public Health 2015, 15, 1020. [Google Scholar] [CrossRef] [Green Version]
- Kimm, S.Y.S.; Glynn, N.W.; Mcmahon, R.P.; Voorhees, C.C.; Striegel-Moore, R.H.; Daniels, S.R. Self-Perceived Barriers to Activity Participation among Sedentary Adolescent Girls. Med. Sci. Sports Exerc. 2006, 38, 534–540. [Google Scholar] [CrossRef]
- Buchanan, J.; Kock, N. Information overload: A decision making perspective. In Multiple Criteria Decision Making in the New Millennium; Springer: Berlin/Heidelberg, Germany, 2001; pp. 49–58. [Google Scholar]
- McEwan, D.; Harden, S.M.; Zumbo, B.D.; Sylvester, B.D.; Kaulius, M.; Ruissen, G.R.; Dowd, A.J.; Beauchamp, M.R. The effectiveness of multi-component goal setting interventions for changing physical activity behaviour: A systematic review and meta-analysis. Health Psychol. Rev. 2015, 10, 67–88. [Google Scholar] [CrossRef]
- Füzéki, E.; Engeroff, T.; Banzer, W. Health Benefits of Light-Intensity Physical Activity: A Systematic Review of Accelerometer Data of the National Health and Nutrition Examination Survey (NHANES). Sports Med. 2017, 47, 1769–1793. [Google Scholar] [CrossRef] [PubMed]
- Molina, M.D.; Sundar, S.S. Can Mobile Apps Motivate Fitness Tracking? A Study of Technological Affordances and Workout Behaviors. Health Commun. 2020, 35, 65–74. [Google Scholar] [CrossRef] [PubMed]
- Calvo, T.G.; Cervelló, E.; Jiménez, R.; Iglesias, D.; Murcia, J.A.M. Using Self-Determination Theory to Explain Sport Persistence and Dropout in Adolescent Athletes. Span. J. Psychol. 2010, 13, 677–684. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Gympass. A Platform That Helps You Stay Active and Healthy Wherever You Are. 2020. Available online: https://site.gympass.com/uk (accessed on 15 December 2020).
- Sallis, J.F.; Saelens, B.E. Assessment of Physical Activity by Self-Report: Status, Limitations, and Future Directions. Res. Q. Exerc. Sport 2000, 71, 1–14. [Google Scholar] [CrossRef]
- Sallis, J.F.; Hovell, M.F. Determinants of exercise behavior. Exerc. Sport Sci. Rev. 1990, 18, 307–330. [Google Scholar] [CrossRef]
- World Medical Association. World Medical Association Declaration of Helsinki: Ethical principles for medical research involving human subjects. JAMA 2013, 310, 2191–2194. [Google Scholar] [CrossRef] [Green Version]
Continuous Study Variables | M | SD |
---|---|---|
Age (years) | 34.00 | 14.12 |
Categorical Study Variables | n | % |
Gender | ||
Men | 354 | 17.1 |
Women | 73 | 82.9 |
Education | ||
Elementary Education | 7 | 1.6 |
Secondary Education | 48 | 11.2 |
Bachelor’s degree | 182 | 42.6 |
Master’s degree | 149 | 34.9 |
PhD | 41 | 9.6 |
Living Situation | ||
With Parents | 124 | 29.0 |
With Partner | 117 | 27.4 |
With Partner and Children | 58 | 13.6 |
Alone | 50 | 11.7 |
Other | 78 | 18.3% |
Number of Children in the Household | ||
No children | 326 | 76.3 |
One child | 25 | 5.9 |
Two children | 52 | 12.2 |
More than two children | 24 | 5.6 |
Change in Household due to Coronavirus | ||
Yes | 54 | 12.6 |
No | 373 | 87.4 |
Employment Situation | ||
Full-Time Employment | 174 | 40.7 |
More than Part-Time Employment (>50%) | 47 | 11.0 |
Part-Time Employment (=50%) | 15 | 3.5 |
Less than Part-Time Employment (<50%) | 10 | 2.3 |
Not Employed | 61 | 14.3 |
Student | 120 | 28.1 |
Change in Employment | ||
Yes | 73 | 17.1 |
No | 354 | 82.9 |
Insufficiently Active Group | Sufficiently Active Group | ||||||
---|---|---|---|---|---|---|---|
Mean | SD | Median | Mean | SD | Median | ||
LPA | Duration (min) | 43.69 | 31.43 | 40.00 | 51.33 | 29.14 | 50.00 |
Frequency (days/week) | 3.48 | 2.22 | 3.00 | 4.11 | 2.15 | 4.00 | |
MPA | Duration (min) | 29.09 | 27.93 | 30.00 | 54.68 | 36.56 | 50.00 |
Frequency (days/week) | 1.54 | 1.34 | 1.00 | 3.20 | 1.98 | 3.00 | |
VPA | Duration (min) | 8.96 | 17.56 | 0.00 | 44.01 | 30.20 | 45.00 |
Frequency (days/week) | 0.43 | 0.87 | 0.00 | 2.62 | 1.73 | 3.00 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Symons, M.; Meira Cunha, C.; Poels, K.; Vandebosch, H.; Dens, N.; Alida Cutello, C. Physical Activity during the First Lockdown of the COVID-19 Pandemic: Investigating the Reliance on Digital Technologies, Perceived Benefits, Barriers and the Impact of Affect. Int. J. Environ. Res. Public Health 2021, 18, 5555. https://doi.org/10.3390/ijerph18115555
Symons M, Meira Cunha C, Poels K, Vandebosch H, Dens N, Alida Cutello C. Physical Activity during the First Lockdown of the COVID-19 Pandemic: Investigating the Reliance on Digital Technologies, Perceived Benefits, Barriers and the Impact of Affect. International Journal of Environmental Research and Public Health. 2021; 18(11):5555. https://doi.org/10.3390/ijerph18115555
Chicago/Turabian StyleSymons, Michelle, Carmem Meira Cunha, Karolien Poels, Heidi Vandebosch, Nathalie Dens, and Clara Alida Cutello. 2021. "Physical Activity during the First Lockdown of the COVID-19 Pandemic: Investigating the Reliance on Digital Technologies, Perceived Benefits, Barriers and the Impact of Affect" International Journal of Environmental Research and Public Health 18, no. 11: 5555. https://doi.org/10.3390/ijerph18115555
APA StyleSymons, M., Meira Cunha, C., Poels, K., Vandebosch, H., Dens, N., & Alida Cutello, C. (2021). Physical Activity during the First Lockdown of the COVID-19 Pandemic: Investigating the Reliance on Digital Technologies, Perceived Benefits, Barriers and the Impact of Affect. International Journal of Environmental Research and Public Health, 18(11), 5555. https://doi.org/10.3390/ijerph18115555