1,596
Views
19
CrossRef citations to date
0
Altmetric
Review

To What Extent is Internet Activity Predictive of Psychological Well-Being?

ORCID Icon, , , &
Pages 207-219 | Published online: 19 Feb 2021

References

  • Kuo CC, Su YJ, Lin CC. A systematic review and meta‐analysis: effectiveness of internet empowerment‐based self‐management interventions on adults with metabolic diseases. J Adv Nurs. 2018;74(8):1787–1802. doi:10.1111/jan.13574
  • Lippke S. Modelling and supporting complex behavior change related to obesity and diabetes prevention and management with the Compensatory Carry-Over Action Model. J Diabetes Obes. 2014;1(2):1–5. doi:10.15436/2376-0494.14.009
  • Rhodes RE, de Bruijn GJ. How big is the physical activity intention–behaviour gap? A meta‐analysis using the action control framework. Br J Health Psychol. 2013;18(2):296–309. doi:10.1111/bjhp.12032
  • Diener E. Subjective well-being: the science of happiness and a proposal for a national index. Am Psychol. 2000;55(1):34. doi:10.1037/0003-066X.55.1.34
  • Shin DC, Johnson DM. Avowed happiness as an overall assessment of the quality of life. Soc Indic Res. 1978;5(1–4):475–492. doi:10.1007/BF00352944
  • Seligman ME. Flourish: A Visionary New Understanding of Happiness and Well-Being. Simon and Schuster; 2012.
  • Westerhof GJ, Keyes CL. Mental illness and mental health: the two continua model across the lifespan. J Adult Dev. 2010;17(2):110–119. doi:10.1007/s10804-009-9082-y
  • Ikeda A, Steptoe A, Shipley M, et al. Psychological wellbeing and aortic stiffness: longitudinal study. Hypertension. 2020;76(3):675–682. doi:10.1161/HYPERTENSIONAHA.119.14284
  • Hofer M, Hargittai E, Büchi M, Seifert A. Older adults’ online information seeking and subjective well-being: the moderating role of internet skills. Int J Commun. 2019;13:18.
  • Serper M, Patzer RE, Curtis LM, et al. Health literacy, cognitive ability, and functional health status among older adults. Health Serv Res. 2014;49(4):1249–1267. doi:10.1111/1475-6773.12154
  • VanderWeele TJ, Hawkley LC, Cacioppo JT. On the reciprocal association between loneliness and subjective well-being. Am J Epidemiol. 2012;176(9):777–784. doi:10.1093/aje/kws173
  • House JS. Social isolation kills, but how and why? Psychosom Med. 2001;63(2):273–274. doi:10.1097/00006842-200103000-00011
  • Kim J, LaRose R, Peng W. Loneliness as the cause and the effect of problematic internet use: the relationship between internet use and psychological well-being. Cyberpsychol Behav. 2009;12(4):451–455. doi:10.1089/cpb.2008.0327
  • Wang L, Luo J, Bai Y, et al. Internet addiction of adolescents in China: prevalence, predictors, and association with well-being. Addict Res Theory. 2013;21(1):62–69. doi:10.3109/16066359.2012.690053
  • Gao L, Gan Y, Whittal A, Yan S, Lippke S. The mediator roles of problematic internet use and perceived stress between health behaviors and work-life balance among internet users in Germany and China: web-based cross-sectional study. J Med Internet Res. 2020;22(5):e16468. doi:10.2196/16468
  • Kuss DJ. Internet gaming addiction: current perspectives. Psychol Res Behav Manag. 2013;6:125. doi:10.2147/PRBM.S39476
  • Thomas Craig KJ, Morgan LC, Chen CH, et al. Systematic review of context-aware digital behavior change interventions to improve health. Transl Behav Med. 2020. doi:10.1093/tbm/ibaa099
  • Marino C, Gini G, Vieno A, Spada MM. The associations between problematic Facebook use, psychological distress and well-being among adolescents and young adults: a systematic review and meta-analysis. J Affect Disord. 2018;226:274–281. doi:10.1016/j.jad.2017.10.007
  • Cikrikci Ö. The effect of internet use on well-being: meta-analysis. Comput Human Behav. 2016;65:560–566. doi:10.1016/j.chb.2016.09.021
  • Nowland R, Necka EA, Cacioppo JT. Loneliness and social internet use: pathways to reconnection in a digital world? Perspect Psychol Sci. 2018;13(1):70–87. doi:10.1177/1745691617713052
  • Noble N, Paul C, Turon H, Oldmeadow C. Which modifiable health risk behaviours are related? A systematic review of the clustering of Smoking, Nutrition, Alcohol and Physical activity (‘SNAP’) health risk factors. Prev Med. 2015;81:16–41. doi:10.1016/j.ypmed.2015.07.003
  • Gao L, Gan Y, Lippke S. Multiple health behaviors across age: physical activity and internet use. Am J Health Behav. 2020;44(3):333–344. doi:10.5993/AJHB.44.3.6
  • Hennemann S, Farnsteiner S, Sander L. Internet-and mobile-based aftercare and follow-up for mental disorders: protocol of a systematic review and meta-analysis. BMJ Open. 2017;7(6):e016696. doi:10.1136/bmjopen-2017-016696
  • Lam SS, Jivraj S, Scholes S. Exploring the relationship between internet use and mental health among older adults in England: longitudinal observational study. J Med Internet Res. 2020;22(7):e15683. doi:10.2196/15683
  • Kim C, Shen C. Connecting activities on Social Network Sites and life satisfaction: a comparison of older and younger users. Comput Human Behav. 2020;105:106222. doi:10.1016/j.chb.2019.106222
  • Szabo A, Allen J, Stephens C, Alpass F. Longitudinal analysis of the relationship between purposes of internet use and well-being among older adults. Gerontologist. 2019;59(1):58–68. doi:10.1093/geront/gny036
  • Ko NY, Lu WH, Chen YL, et al. COVID-19-related information sources and psychological well-being: an online survey study in Taiwan. Brain Behav Immun. 2020;87:153–154. doi:10.1016/j.bbi.2020.05.019
  • Torous J, Myrick KJ, Rauseo-Ricupero N, Firth J. Digital mental health and COVID-19: using technology today to accelerate the curve on access and quality tomorrow. JMIR Ment Health. 2020;7(3):e18848. doi:10.2196/18848
  • Costa RM, Patrão I, Machado M. Problematic internet use and feelings of loneliness. Int J Psychiatry Clin Pract. 2019;23(2):160–162. doi:10.1080/13651501.2018.1539180
  • Liu D, Baumeister RF, Yang CC, Hu B. Digital communication media use and psychological well-being: a meta-analysis. JCMC. 2019;24(5):259–273. doi:10.1093/jcmc/zmz013
  • Lippke S, Nigg CR, Maddock JE. Health-promoting and health-risk behaviors: theory-driven analyses of multiple health behavior change in three international samples. Int J Behav Med. 2012;19(1):1–3. doi:10.1007/s12529-010-9135-4
  • Fleary SA, Nigg CR. Trends in health behavior patterns among US adults, 2003–2015. Ann Behav Med. 2019;53(1):1–5. doi:10.1093/abm/kay010
  • Kvaavik E, Batty GD, Ursin G, Huxley R, Gale CR. Influence of individual and combined health behaviors on total and cause-specific mortality in men and women: the United Kingdom health and lifestyle survey. Arch Intern Med. 2010;170(8):711–718. doi:10.1001/archinternmed.2010.76
  • Heidemann C, Scheidt-Nave C. Prävalenz, Inzidenz und Mortalität von Diabetes mellitus bei Erwachsenen in Deutschland – bestandsaufnahme zur Diabetes-Surveillance. J Health Monit. 2017;2(3). doi:10.17886/RKI-GBE-2017-050
  • Arnberg FK, Linton SJ, Hultcrantz M, Heintz E, Jonsson U. Internet-delivered psychological treatments for mood and anxiety disorders: a systematic review of their efficacy, safety, and cost-effectiveness. PLoS One. 2014;9(5):e98118. doi:10.1371/journal.pone.0098118
  • Valimaki M, Anttila K, Anttila M, Lahti M. Web-based interventions supporting adolescents and young individuals with depressive symptoms: systematic review and meta-analysis. JMIR mHealth uHealth. 2017;5(12):e180. doi:10.2196/mhealth.8624
  • Norman CD, Skinner HA. eHEALS: the eHealth literacy scale. J Med Internet Res. 2006;8(4):e27. doi:10.2196/jmir.8.4.e27
  • Rogers MA, Lemmen K, Kramer R, Mann J, Chopra V. Internet-delivered health interventions that work: systematic review of meta-analyses and evaluation of website availability. J Med Internet Res. 2017;19(3):e90. doi:10.2196/jmir.7111
  • Sin J, Galeazzi G, McGregor E, et al. Digital Interventions for screening and treating common mental disorders or symptoms of common mental illness in adults: systematic review and meta-analysis. J Med Internet Res. 2020;22(9):e20581. doi:10.2196/20581
  • Webb T, Joseph J, Yardley L, Michie S. Using the internet to promote health behavior change: a systematic review and meta-analysis of the impact of theoretical basis, use of behavior change techniques, and mode of delivery on efficacy. J Med Internet Res. 2010;12(1):e4. doi:10.2196/jmir.1376
  • Lustria ML, Noar SM, Cortese J, Van Stee SK, Glueckauf RL, Lee J. A meta-analysis of web-delivered tailored health behavior change interventions. J Health Commun. 2013;18(9):1039–1069. doi:10.1080/10810730.2013.768727
  • Flujas-Contreras JM, García-Palacios A, Gómez I. Technology-based parenting interventions for children’s physical and psychological health: a systematic review and meta-analysis. Psychol Med. 2019;49(11):1787–1798. doi:10.1017/S0033291719000692
  • Marcus BH, Nigg CR, Riebe D, Forsyth LH. Interactive communication strategies: implications for population-based physical-activity promotion. Am J Prev Med. 2000;19(2):121–126. doi:10.1016/S0749-3797(00)00186-0
  • Linardon J, Cuijpers P, Carlbring P, Messer M, Fuller‐Tyszkiewicz M. The efficacy of app‐supported smartphone interventions for mental health problems: a meta‐analysis of randomized controlled trials. World Psychiatry. 2019;18(3):325–336. doi:10.1002/wps.20673
  • Clark DM, Canvin L, Green J, Layard R, Pilling S, Janecka M. Transparency about the outcomes of mental health services (IAPT approach): an analysis of public data. Lancet. 2018;391(10121):679–686. doi:10.1016/S0140-6736(17)32133-5
  • Cuijpers P, Marks IM, van Straten A, Cavanagh K, Gega L, Andersson G. Computer‐aided psychotherapy for anxiety disorders: a meta‐analytic review. Cogn Behav Ther. 2009;38(2):66–82. doi:10.1080/16506070802694776
  • Richards D, Richardson T. Computer-based psychological treatments for depression: a systematic review and meta-analysis. Clin Psychol Rev. 2012;32(4):329–342. doi:10.1016/j.cpr.2012.02.004
  • Jacobi F, Höfler M, Strehle J, et al. Psychische Störungen in der Allgemeinbevölkerung. Der Nervenarzt. 2014;85(1):77–87. doi:10.1007/s00115-013-3961-y
  • Jacobi F, Höfler M, Strehle J, et al. Erratum zu: psychische Störungen in der Allgemeinbevölkerung. Studie zur Gesundheit Erwachsener in Deutschland und ihr Zusatzmodul, Psychische Gesundheit “(DEGS1-MH). Der Nervenarzt. 2016;87(1):88–90. doi:10.1007/s00115-015-4458-7
  • Weymann N, Dirmaier J, Von Wolff A, Kriston L, Härter M. Effectiveness of a Web-based tailored interactive health communication application for patients with type 2 diabetes or chronic low back pain: randomized controlled trial. J Med Internet Res. 2015;17(3):e53. doi:10.2196/jmir.3904
  • Geller K, Lippke S, Nigg CR. Future directions of multiple behavior change research. J Behav Med. 2017;40(1):194–202. doi:10.1007/s10865-016-9809-8
  • Rooke S, Thorsteinsson E, Karpin A, Copeland J, Allsop D. Computer‐delivered interventions for alcohol and tobacco use: a meta‐analysis. Addiction. 2010;105(8):1381–1390. doi:10.1111/j.1360-0443.2010.02975.x
  • Brown M, Glendenning AC, Hoon AE, John A. Effectiveness of web-delivered acceptance and commitment therapy in relation to mental health and well-being: a systematic review and meta-analysis. J Med Internet Res. 2016;18(8):e221. doi:10.2196/jmir.6200
  • Carolan S, Harris PR, Cavanagh K. Improving employee well-being and effectiveness: systematic review and meta-analysis of web-based psychological interventions delivered in the workplace. J Med Internet Res. 2017;19(7):e271. doi:10.2196/jmir.7583
  • Chan KL, Chen M. Effects of social media and mobile health apps on pregnancy care: meta-analysis. JMIR mHealth uHealth. 2019;7(1):e11836. doi:10.2196/11836
  • Cheng C, Li AY. Internet addiction prevalence and quality of (real) life: a meta-analysis of 31 nations across seven world regions. Cyberpsychol Behav Soc Netw. 2014;17(12):755–760. doi:10.1089/cyber.2014.0317
  • Cheng YS, Tseng PT, Lin PY, et al. Internet addiction and its relationship with suicidal behaviors: a meta-analysis of multinational observational studies. J Clin Psychiatry. 2018;79(4). doi:10.4088/JCP.17r11761
  • Choi M, Kong S, Jung D. Computer and internet interventions for loneliness and depression in older adults: a meta-analysis. Healthc Inform Res. 2012;18(3):191–198. doi:10.4258/hir.2012.18.3.191
  • Cowpertwait L, Clarke D. Effectiveness of web-based psychological interventions for depression: a meta-analysis. Int J Ment Health Addict. 2013;11(2):247–268. doi:10.1007/s11469-012-9416-z
  • Davies EB, Morriss R, Glazebrook C. Computer-delivered and web-based interventions to improve depression, anxiety, and psychological well-being of university students: a systematic review and meta-analysis. J Med Internet Res. 2014;16(5):e130. doi:10.2196/jmir.3142
  • Etxeberria I, Salaberria K, Gorostiaga A. Online support for family caregivers of individuals with dementia: a systematic review and meta-analysis of RCTs and quasi-experimental studies. Aging Ment Health. 2020;1–6. doi:10.1080/13607863.2020.1758900
  • Hadjiconstantinou M, Byrne J, Bodicoat DH, et al. Do web-based interventions improve well-being in type 2 diabetes? A systematic review and meta-analysis. J Med Internet Res. 2016;18(10):e270. doi:10.2196/jmir.5991
  • Harrer M, Adam SH, Baumeister H, et al. Internet interventions for mental health in university students: a systematic review and meta‐analysis. Int J Methods Psychiatr Res. 2019;28(2):e1759. doi:10.1002/mpr.1759
  • Harris M, Andrews K, Gonzalez A, Prime H, Atkinson L. Technology-assisted parenting interventions for families experiencing social disadvantage: a meta-analysis. Preven Sci. 2020;21:714–727. doi:10.1007/s11121-020-01128-0
  • Hinojo-Lucena FJ, Aznar-Díaz I, Cáceres-Reche MP, Trujillo-Torres JM, Romero-Rodríguez JM. Problematic internet use as a predictor of eating disorders in students: a systematic review and meta-analysis study. Nutrients. 2019;11(9):2151. doi:10.3390/nu11092151
  • Huang C. Internet use and psychological well-being: a meta-analysis. Cyberpsychol Behav Soc Netw. 2010;13(3):241–249. doi:10.1089/cyber.2009.0217
  • Ioannidis K, Hook R, Goudriaan AE, et al. Cognitive deficits in problematic internet use: meta-analysis of 40 studies. Br J Psychiatry. 2019;215(5):639–646. doi:10.1192/bjp.2019.3
  • Ivie EJ, Pettitt A, Moses LJ, Allen NB. A meta-analysis of the association between adolescent social media use and depressive symptoms. J Affect Disord. 2020;275:165–174. doi:10.1016/j.jad.2020.06.014
  • Karimikia H, Singh H, Joseph D. Negative outcomes of ICT use at work: meta-analytic evidence and the role of job autonomy. Int Res. 2020;ahead-of-print. doi:10.1108/INTR-09-2019-0385
  • Lattie EG, Adkins EC, Winquist N, Stiles-Shields C, Wafford QE, Graham AK. Digital mental health interventions for depression, anxiety, and enhancement of psychological well-being among college students: systematic review. J Med Internet Res. 2019;21(7):e12869. doi:10.2196/12869
  • Liu D, Baumeister RF. Social networking online and personality of self-worth: a meta-analysis. J Res Pers. 2016;64:79–89. doi:10.1016/j.jrp.2016.06.024
  • Lunde P, Nilsson BB, Bergland A, Kværner KJ, Bye A. The effectiveness of smartphone apps for lifestyle improvement in noncommunicable diseases: systematic review and meta-analyses. J Med Internet Res. 2018;20(5):e162. doi:10.2196/jmir.9751
  • Marino C, Gini G, Vieno A, Spada MM. A comprehensive meta-analysis on problematic Facebook use. Comput Human Behav. 2018;83:262–277. doi:10.1016/j.chb.2018.02.009
  • Noone C, McSharry J, Smalle M, et al. Video calls for reducing social isolation and loneliness in older individuals: a rapid review. Cochrane Database Syst Rev. 2020;(5).
  • Sevilla-Llewellyn-Jones J, Santesteban-Echarri O, Pryor I, McGorry P, Alvarez-Jimenez M. Web-based mindfulness interventions for mental health treatment: systematic review and meta-analysis. JMIR Ment Health. 2018;5(3):e10278. doi:10.2196/10278
  • Song H, Zmyslinski-Seelig A, Kim J, et al. Does Facebook make you lonely? A meta analysis. Comput Human Behav. 2014;36(36):446–452. doi:10.1016/j.chb.2014.04.011
  • Spijkerman MP, Pots WT, Bohlmeijer ET. Effectiveness of online mindfulness-based interventions in improving mental health: a review and meta-analysis of randomised controlled trials. Clin Psychol Rev. 2016;45:102–114. doi:10.1016/j.cpr.2016.03.009
  • Tokunaga RS. A meta-analysis of the relationships between psychosocial problems and internet habits: synthesizing internet addiction, problematic internet use, and deficient self-regulation research. Commun Monogr. 2017;84(4):423–446. doi:10.1080/03637751.2017.1332419
  • Valimaki M, Athanasopoulou C, Lahti M, Adams CE. Effectiveness of social media interventions for individuals with schizophrenia: a systematic review and meta-analysis. J Med Internet Res. 2016;18(4):e92. doi:10.2196/jmir.5385
  • Zhou C, Hu H, Wang C, et al. The effectiveness of mHealth interventions on postpartum depression: a systematic review and meta-analysis. J Telemed Telecare. 2020;1357633X20917816. doi:10.1177/1357633X20917816
  • Webb TL, Sheeran P. Does changing behavioral intentions engender behavior change? A meta-analysis of the experimental evidence. Psychol Bull. 2006;132(2):249. doi:10.1037/0033-2909.132.2.249
  • Storm V, Reinwand D, Wienert J, Kuhlmann T, De Vries H, Lippke S. Brief report: compensatory health beliefs are negatively associated with intentions for regular fruit and vegetable consumption when self-efficacy is low. J Health Psychol. 2017;22(8):1094–1100. doi:10.1177/1359105315625358
  • Miquelon P, Knäuper B, Vallerand RJ. Motivation and goal attainment. The role of compensatory beliefs. Appetite. 2012;58(2):608–615. doi:10.1016/j.appet.2011.12.025
  • Ernsting A, Schwarzer R, Lippke S, Schneider M. ‘I do not need a flu shot because I lead a healthy lifestyle’: compensatory health beliefs make vaccination less likely. J Health Psychol. 2013;18(6):825–836. doi:10.1177/1359105312455076
  • Barnett SM, Ceci SJ. When and where do we apply what we learn? A taxonomy for far transfer. Psychol Bull. 2002;128(4):612. doi:10.1037/0033-2909.128.4.612
  • Fleig L, Kerschreiter R, Schwarzer R, Pomp S, Lippke S. ‘Sticking to a healthy diet is easier for me when I exercise regularly’: cognitive transfer between physical exercise and healthy nutrition. Psychol Health. 2014;29(12):1361–1372. doi:10.1080/08870446.2014.930146
  • Fleig L, Lippke S, Pomp S, Schwarzer R. Intervention effects of exercise self-regulation on physical exercise and eating fruits and vegetables: a longitudinal study in orthopedic and cardiac rehabilitation. Prev Med. 2011;53(3):182–187. doi:10.1016/j.ypmed.2011.06.019
  • Cihlar V, Lippke S. Physical activity behavior and competing activities: interrelations in 55-to 70-year-old Germans. J Aging Phys Act. 2017;25(4):576–586. doi:10.1123/japa.2016-0211
  • Leigh S, Flatt S. App-based psychological interventions: friend or foe? Evid Based Ment Health. 2015;18(4):97–99. doi:10.1136/eb-2015-102203