Effects of internet use on health and depression: a longitudinal study
Open accessAbstract
BACKGROUND: The rapid expansion of the Internet has increased the ease with which the public can obtain medical information. Most research on the utility of the Internet for health purposes has evaluated the quality of the information itself or examined its impact on clinical populations. Little is known about the consequences of its use by the general population. OBJECTIVE: Is use of the Internet by the general population for health purposes associated with a subsequent change in psychological well-being and health? Are the effects different for healthy versus ill individuals? Does the impact of using the Internet for health purposes differ from the impact of other types of Internet use? METHODS: Data come from a national US panel survey of 740 individuals conducted from 2000 to 2002. Across three surveys, respondents described their use of the Internet for different purposes, indicated whether they had any of 13 serious illnesses (or were taking care of someone with a serious illness), and reported their depression. In the initial and final surveys they also reported on their physical health. Lagged dependent variable regression analysis was used to predict changes in depression and general health reported on a later survey from frequency of different types of Internet use at an earlier period, holding constant prior depression and general health, respectively. Statistical interactions tested whether uses of the Internet predicted depression and general health differently for people who initially differed on their general health, chronic illness, and caregiver status. RESULTS: Health-related Internet use was associated with small but reliable increases in depression (ie, increasing use of the Internet for health purposes from 3 to 5 days per week to once a day was associated with .11 standard deviations more symptoms of depression, P = .002). In contrast, using the Internet for communication with friends and family was associated with small but reliable decreases in depression (ie, increasing use of the Internet for communication with friends and family purposes from 3 to 5 days per week to once a day was associated with .07 standard deviations fewer symptoms of depression, P = .007). There were no significant effects of respondents' initial health status (P = .234) or role as a caregiver (P = .911) on the association between health-related Internet use and depression. Neither type of use was associated with changes in general health (P = .705 for social uses and P = .494 for health uses). CONCLUSIONS: Using the Internet for health purposes was associated with increased depression. The increase may be due to increased rumination, unnecessary alarm, or over-attention to health problems. Additionally, those with unmeasured problems or those more prone to health anxiety may self-select online health resources. In contrast, using the Internet to communicate with friends and family was associated with declines in depression. This finding is comparable to other studies showing that social support is beneficial for well-being and lends support to the idea that the Internet is a way to strengthen and maintain social ties.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Across Europe, direct and indirect costs of all somatoform disorders accounted for 21 billion € in 2010.
“Across Europe, direct and indirect costs of all somatoform disorders, the grouping where hypochondriasis were previously included, accounted for 21 billion € in 2010 [83].”
From Is cyberchondria a new transdiagnostic digital compulsive syndrome? A systematic review of the evidence (2020) · cites this paper as [83]
The Discussion mentions hypochondriasis only in relation to seeking health information online. Searches for somatoform disorders, European costs, and €21 billion found no passage addressing the claimed 2010 cost estimate. (LLM, conf=0.77)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
(1992) · PubMed · Cited by 33,716 · see citing works
The MOS 36-ltem Short-Form Health Survey (SF-36): I. Conceptual Framework and Item Selection
Ware, J. E., & Sherbourne, C. D. (1992) · Medical Care · doi:10.1097/00005650-199206000-00002 · Cited by 30,033 · see citing works
The need to belong: Desire for interpersonal attachments as a fundamental human motivation.
Baumeister, R. F., & Leary, M. R. (1995) · Psychological Bulletin · doi:10.1037//0033-2909.117.3.497 · Cited by 23,245 · see citing works
Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
Cohen, P., Cohen, P., West, S. G., & Aiken, L. S. (2014) · Psychology Press eBooks · doi:10.4324/9781410606266 · Cited by 20,819 · see citing works
Multiple Imputation for Nonresponse in Surveys
Rubin, D. B. (1987) · Wiley Series in Probability and Statistics · doi:10.1002/9780470316696 · Cited by 20,701 · see citing works
Stress, social support, and the buffering hypothesis
Cohen, S., & Wills, T. A. (1985) · Psychological Bulletin · doi:10.1037/0033-2909.98.2.310 · Cited by 18,093 · see citing works
Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
Kemp, F. (2003) · Journal of the Royal Statistical Society Series D (The Statistician) · doi:10.1046/j.1467-9884.2003.t01-2-00383_4.x · Cited by 9,294 · see citing works
Cohen, J. (1992) · Psychological Bulletin · doi:10.1037//0033-2909.112.1.155 · Cited by 8,771 · see citing works
Social Relationships and Health
House, J. S., Landis, K. R., & Umberson, D. (1988) · Science · doi:10.1126/science.3399889 · Cited by 7,073 · see citing works
Social Relationships and Health.
Cohen, S. (2004) · American Psychologist · doi:10.1037/0003-066x.59.8.676 · Cited by 4,852 · see citing works
Schafer, J. L. (1999) · Statistical Methods in Medical Research · doi:10.1177/096228029900800102 · Cited by 3,949 · see citing works
Kaplan, B., DeGross, J. I., Wood-Harper, A. T., Wastell, D. G., & Truex, D. P., III (2004) · IFIP International Federation for Information Processing/IFIP · doi:10.1007/b115738 · Cited by 3,136 · see citing works
The role of rumination in depressive disorders and mixed anxiety/depressive symptoms.
Nolen-Hoeksema, S. (2000) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.109.3.504 · Cited by 2,998 · see citing works
Cacioppo, J. T., Hughes, M. E., Waite, L. J., Hawkley, L. C., & Thisted, R. A. (2006) · Psychology and Aging · doi:10.1037/0882-7974.21.1.140 · Cited by 2,380 · see citing works
Two Shorter Forms of the CES-D Depression Symptoms Index
Kohout, F. J., Berkman, L. F., Evans, D. A., & Cornoni‐Huntley, J. C. (1993) · Journal of Aging and Health · doi:10.1177/089826439300500202 · Cited by 2,292 · see citing works
Kraut, R. E., Kiesler, S. B., Boneva, B. S., Cummings, J. N., Helgeson, V. S., & Crawford, A. M. (2002) · Journal of Social Issues · doi:10.1111/1540-4560.00248 · Cited by 2,254 · see citing works
Eysenbach, G., Powell, J., Kuss, O., & Sa, E.-R. (2002) · JAMA · doi:10.1001/jama.287.20.2691 · Cited by 1,871 · see citing works
Social Support Measurement and Intervention
(2000) · Oxford University Press eBooks · doi:10.1093/med:psych/9780195126709.001.0001 · Cited by 1,853 · see citing works
Consumer health information seeking on the internet: the state of the art
Cline, R. J. W. (2001) · Health Education Research · doi:10.1093/her/16.6.671 · Cited by 1,708 · see citing works
Does the Internet Increase, Decrease, or Supplement Social Capital?
Wellman, B., Quan‐Haase, A., Witte, J. C., & Hampton, K. N. (2001) · American Behavioral Scientist · doi:10.1177/00027640121957286 · Cited by 1,697 · see citing works
A Comparison of Web and Mail Survey Response Rates
Kaplowitz, M. D., Hadlock, T. D., & Levine, R. (2004) · Public Opinion Quarterly · doi:10.1093/poq/nfh006 · Cited by 1,661 · see citing works
Online Communities: Designing Usability and Supporting Sociability
Preece, J. (2000) · Cited by 1,512 · see citing works
Online Communities: Designing Usability, Supporting Sociability
Preece, J. J. (2000) · Industrial Management & Data Systems · doi:10.1108/imds.2000.100.9.459.3 · Cited by 1,390 · see citing works
Eysenbach, G., Powell, J., Englesakis, M., Rizo, C., & Stern, A. (2004) · BMJ · doi:10.1136/bmj.328.7449.1166 · Cited by 1,268 · see citing works
Effects of self-focused rumination on negative thinking and interpersonal problem solving.
Lyubomirsky, S., & Nolen–Hoeksema, S. (1995) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.69.1.176 · Cited by 1,162 · see citing works
Dillman, D. A. (1999) · Cited by 1,161 · see citing works
Use of the Internet and E-mail for Health Care Information: Results From a National Survey
Baker, L., Wagner, T. H., Singer, S., & Bundorf, M. K. (2003) · JAMA · doi:10.1001/jama.289.18.2400 · Cited by 1,129 · see citing works
Dynamic Models for Dynamic Theories: The Ins and Outs of Lagged Dependent Variables
Keele, L. J., & Kelly, N. J. (2005) · Political Analysis · doi:10.1093/pan/mpj006 · Cited by 926 · see citing works
Schafer, J. L. (1999) · Statistical Methods in Medical Research · doi:10.1191/096228099671525676 · Cited by 920 · see citing works
Does Internet and computer ‘addiction’ exist? Some case study evidence
Griffiths, M. (2000) · CyberPsychology & Behavior · doi:10.1089/109493100316067 · Cited by 906 · see citing works
Social Relationships and Health
Cohen, S., Gottlieb, B. H., & Underwood, L. G. (2000) · Social Support Measurement and Intervention · doi:10.1093/med:psych/9780195126709.003.0001 · Cited by 903 · see citing works
Problematic internet use: Proposed classification and diagnostic criteria
Shapira, N. A., Lessig, M. C., Goldsmith, T. D., Szabo, S. T., Lazoritz, M., Gold, M. S., & Stein, D. J. (2003) · Depression and Anxiety · doi:10.1002/da.10094 · Cited by 771 · see citing works
How Internet Users Find, Evaluate, and Use Online Health Information: A Cross-Cultural Review
Morahan-Martin, J. M. (2004) · CyberPsychology & Behavior · doi:10.1089/cpb.2004.7.497 · Cited by 761 · see citing works
Social Support and the Outcome of Major Depression
George, L. K., Blazer, D. G., Hughes, D. C., & Fowler, N. (1989) · British Journal of Psychiatry · doi:10.1192/bjp.154.4.478 · Cited by 732 · see citing works
Who talks? The social psychology of illness support groups.
Davison, K. P., Pennebaker, J. W., & Dickerson, S. S. (2000) · American Psychologist · doi:10.1037/0003-066x.55.2.205 · Cited by 695 · see citing works
Addiction to the Internet and Online Gaming
Ng, B. D., & Hastings, P. (2005) · CyberPsychology & Behavior · doi:10.1089/cpb.2005.8.110 · Cited by 686 · see citing works
Marital Status, Life-Strains and Depression
Pearlin, L. I., & Johnson, J. S. (1977) · American Sociological Review · doi:10.2307/2094860 · Cited by 653 · see citing works
Screening for Depression in Elderly Primary Care Patients
Lyness, J. M. (1997) · Archives of Internal Medicine · doi:10.1001/archinte.157.4.449 · Cited by 651 · see citing works
Impicciatore, P., Pandolfini, C., Casella, N., & Bonati, M. R. (1997) · BMJ · doi:10.1136/bmj.314.7098.1875 · Cited by 622 · see citing works
Social Engagement and Depressive Symptoms in Late Life: Longitudinal Findings
Glass, T. A., De Leon, C. F. M., Bassuk, S. S., & Berkman, L. F. (2006) · Journal of Aging and Health · doi:10.1177/0898264306291017 · Cited by 561 · see citing works
Association of Enjoyable Leisure Activities with Psychological and Physical Well-Being
Pressman, S. D., Matthews, K. A., Cohen, S., Martire, L. M., Scheier, M., Baum, A., & Schulz, R. (2009) · Psychosomatic Medicine · doi:10.1097/psy.0b013e3181ad7978 · Cited by 558 · see citing works
Social Consequences of Internet Use: Access, Involvement, and Interaction
Katz, J. E., & Rice, R. E. (2002) · doi:10.7551/mitpress/6292.001.0001 · Cited by 530 · see citing works
Social Consequences of Internet Use: Access, Involvement, and Interaction
Katz, J. E., & Rice, R. E. (2002) · Cited by 510 · see citing works
Evaluation of an internet support group for women with primary breast cancer
Winzelberg, A. J., Classen, C., Alpers, G. W., Roberts, H., Koopman, C., Adams, R. E., Ernst, H., Dev, P., & Taylor, C. B. (2003) · Cancer · doi:10.1002/cncr.11174 · Cited by 485 · see citing works
Broom, A. F. (2005) · Qualitative Health Research · doi:10.1177/1049732304272916 · Cited by 449 · see citing works
Assessing Measurement Properties of Two Single-item General Health Measures
DeSalvo, K. B., Fisher, W. P., Tran, K., Bloser, N., Merrill, W., & Peabody, J. W. (2006) · Quality of Life Research · doi:10.1007/s11136-005-0887-2 · Cited by 435 · see citing works
Shortcomings of health information on the Internet
Benigeri, M. (2003) · Health Promotion International · doi:10.1093/heapro/dag409 · Cited by 385 · see citing works
The relationship of Internet use to depression and social isolation among adolescents.
Sanders, C., Field, T. M., Diego, M., & Kaplan, M. (2000) · PubMed · Cited by 354 · see citing works
Group support interventions for women with breast cancer: Who benefits from what?
Helgeson, V. S., Cohen, S., Schulz, R., & Yasko, J. (2000) · Health Psychology · doi:10.1037/0278-6133.19.2.107 · Cited by 341 · see citing works
Effects of Internet use and social resources on changes in depression
Bessière, K., Kiesler, S., Kraut, R., & Boneva, B. S. (2008) · Information, Communication & Society · doi:10.1080/13691180701858851 · Cited by 316 · see citing works
The Relationship between Internet Activities and Depressive Symptoms in a Sample of College Freshmen
Morgan, C. V., & Cotten, S. R. (2003) · CyberPsychology & Behavior · doi:10.1089/109493103321640329 · Cited by 310 · see citing works
Albrecht, T. L., & Adelman, M. B. (1987) · Medical Entomology and Zoology · Cited by 303 · see citing works
Katz, J. E., & Aspden, P. (1997) · Communications of the ACM · doi:10.1145/265563.265575 · Cited by 284 · see citing works
Analysis of Cases of Harm Associated With Use of Health Information on the Internet
Crocco, A. (2002) · JAMA · doi:10.1001/jama.287.21.2869 · Cited by 275 · see citing works
Information and Communication: Alternative Uses of the Internet in Households
Kraut, R. E., Mukhopadhyay, T., Szczypula, J., Kiesler, S. B., & Scherlis, B. (1999) · Information Systems Research · doi:10.1287/isre.10.4.287 · Cited by 239 · see citing works
Achat, H. M., Kawachi, I. I., Spiro, A., DeMolles, D. A., & Sparrow, D. (2000) · Annals of Behavioral Medicine · doi:10.1007/bf02895776 · Cited by 231 · see citing works
Social support in a wired world: Use of online mental health forums in Norway
Kummervold, P. E., Gammon, D., Bergvik, S., Johnsen, J.-A. K., Hasvold, T., & Rosenvinge, J. H. (2002) · Nordic Journal of Psychiatry · doi:10.1080/08039480252803945 · Cited by 223 · see citing works
Herrman, H., Patrick, D. L., Diehr, P. K., Martin, M. L., Fleck, M. P., Simon, G. E., Buesching, D. P., & THE LIDO GROUP (2002) · Psychological Medicine · doi:10.1017/s003329170200586x · Cited by 213 · see citing works
Lorig, K. R., Laurent, D. D., Deyo, R. A., Marnell, M. E., Minor, M. A., & Ritter, P. L. (2002) · Archives of Internal Medicine · doi:10.1001/archinte.162.7.792 · Cited by 206 · see citing works
VIRTUAL COMMUNITY CARE? SOCIAL POLICY AND THE EMERGENCE OF COMPUTER MEDIATED SOCIAL SUPPORT
Burrows, R., Nettleton, S., Pleace, N., Loader, B. D., & Muncer, S. (2000) · Information Communication & Society · doi:10.1080/136911800359446 · Cited by 194 · see citing works
BRUCE, M. L., & Hoff, R. A. (1994) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/bf00802013 · Cited by 186 · see citing works
Leung, L. W. (2003) · Telematics and Informatics · doi:10.1016/s0736-5853(02)00019-9 · Cited by 173 · see citing works
The Silent Minority: Nonrespondents on Sample Surveys.
Frey, J. H., & Goyder, J. (1989) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2072023 · Cited by 173 · see citing works
Cannuscio, C. C., Jones, C., Kawachi, I., Colditz, G. A., Berkman, L., & Rimm, E. (2002) · American Journal of Public Health · doi:10.2105/ajph.92.8.1305 · Cited by 171 · see citing works
Do Internet interventions for consumers cause more harm than good? A systematic review
Bessell, T. L., McDonald, S., Silagy, C. A., Anderson, J. N., Hiller, J. E., & Sansom, L. N. (2002) · Health Expectations · doi:10.1046/j.1369-6513.2002.00156.x · Cited by 162 · see citing works
Internet-Based Interactive Support for Cancer Patients: Are Integrated Systems Better?
Gustafson, D. H., Hawkins, R. P., Mctavish, F. M., Pingree, S., Chen, W. C., Volrathongchai, K., Stengle, W., Stewart, J. A., & Serlin, R. C. (2008) · Journal of Communication · doi:10.1111/j.1460-2466.2008.00383.x · Cited by 160 · see citing works
Helgeson, V. S., Cohen, S., Schulz, R., & Yasko, J. M. (2001) · Health Psychology · doi:10.1037//0278-6133.20.5.387 · Cited by 160 · see citing works
Helgeson, V. S., Cohen, S., Schulz, R., & Yasko, J. M. (2001) · Health Psychology · doi:10.1037/0278-6133.20.5.387 · Cited by 156 · see citing works
The silent minority: nonrespondents on sample surveys
(1988) · Choice Reviews Online · doi:10.5860/choice.26-1213 · Cited by 134 · see citing works
Reeves, P. M. (2000) · Journal of Health Communication · doi:10.1080/10810730050019555 · Cited by 113 · see citing works
How Will The Internet Change Our Health System?
Goldsmith, J. (2000) · Health Affairs · doi:10.1377/hlthaff.19.1.148 · Cited by 94 · see citing works
Goyder, J. (1991) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-199107000-00019 · Cited by 81 · see citing works
Shame and Community: Social Components in Depression
Scheff, T. J. (2001) · Psychiatry · doi:10.1521/psyc.64.3.212.18457 · Cited by 64 · see citing works
Farnham, S. D., Cheng, L., Stone, L., Zaner, M., Hibbeln, C., Syrjala, K. L., Clark, A. M., & Abrams, J. R. (2002) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/503376.503444 · Cited by 62 · see citing works
Adaptation to HIV Infection: The Development of Coping Strategies Over Time
Reeves, P. M., Merriam, S. B., & Courtenay, B. C. (1999) · Qualitative Health Research · doi:10.1177/104973299129121901 · Cited by 59 · see citing works
Bass, S. B. (2003) · Journal of Health Psychology · doi:10.1177/1359105303008001427 · Cited by 50 · see citing works
Digital health information provision and health outcomes
Nicholas, D., Huntington, P. A., Williams, P., & Blackburn, P. (2001) · Journal of Information Science · doi:10.1177/016555150102700409 · Cited by 43 · see citing works
Internet resources for psychiatry and neuropsychiatry
Stone, J. (2003) · Journal of Neurology, Neurosurgery & Psychiatry · doi:10.1136/jnnp.74.1.10 · Cited by 35 · see citing works
Datapoints: Type of Illness and Use of the Internet for Health Information
Haviland, M. G., Pincus, H. A., & Dial, T. H. (2003) · Psychiatric Services · doi:10.1176/appi.ps.54.9.1198 · Cited by 29 · see citing works
Psychological Distress and the “Medical Student Syndrome” in Abnormal Psychology Students
Hardy, M. S., & Calhoun, L. G. (1997) · Teaching of Psychology · doi:10.1207/s15328023top2403_10 · Cited by 19 · see citing works
Korner, E. J., Oinonen, M. J., & Browne, R. C. (2003) · Journal of Medical Systems · doi:10.1023/a:1021057128835 · Cited by 15 · see citing works
Ravichandran, B. (2008) · BMJ · doi:10.1136/sbmj.0801042a · Cited by 5 · see citing works
Flagged first, then by citations
2 of the 84 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- [21]Farnham S Cheng L Stone L Zaner-Godsey M Hibbeln C Syrjala K Clark A Abrams J HutchWorld: clinical study of computer-mediated social support for cancer patients and their caregivers 2002 ACM CHI 2002 Conference on Human Factors in Computing Systems Conference April 20-25, 2002 Minneapolis, MN, USA 375 382 http://portal.acm.org/citation.cfm?id=503444
- [43]Bessière K Kiesler S Kraut RE Boneva B Effects of Internet Use and Social Resources on Changes in Depression Information, Communication & Society 2008 11 1 47 70 10.1080/13691180701858851 · DOI · Paper page
- [70]Eysenbach Gunther Powell John Englesakis Marina Rizo Carlos Stern Anita Health related virtual communities and electronic support groups: systematic review of the effects of online peer to peer interactions BMJ 2004 5 15 328 7449 1166 15142921 10.1136/bmj.328.7449.1166 328/7449/1166 PMC411092 15142921 · DOI · Paper page
Cited by
Sorted by citations
Lin, L. Y., Sidani, J. E., Shensa, A., Radovic, A., Miller, E., Colditz, J. B., Hoffman, B. L., Giles, L. M., & Primack, B. A. (2016) · Depression and Anxiety · doi:10.1002/da.22466 · Cited by 1,111 · see citing works
Cotten, S. R., Anderson, W. A., & McCullough, B. M. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2306 · Cited by 664 · see citing works
Sharing Health Data for Better Outcomes on PatientsLikeMe
Wicks, P., Massagli, M., Frost, J., Brownstein, C., Okun, S., Vaughan, T., Bradley, R., & Heywood, J. (2010) · Journal of Medical Internet Research · doi:10.2196/jmir.1549 · Cited by 603 · see citing works
Primack, B. A., Shensa, A., Escobar-Viera, C. G., Barrett, E. L., Sidani, J. E., Colditz, J. B., & James, A. E. (2017) · Computers in Human Behavior · doi:10.1016/j.chb.2016.11.013 · Cited by 581 · see citing works
Cyberchondria: towards a better understanding of excessive health-related internet use
Starcevic, V., & Berle, D. (2013) · Expert Review of Neurotherapeutics · doi:10.1586/ern.12.162 · Cited by 541 · see citing works
Online Social Networking and Mental Health
Pantic, I. V. (2014) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2014.0070 · Cited by 564 · see citing works
powell, J. A., Inglis, N. J., Ronnie, J., & Large, S. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1600 · Cited by 490 · see citing works
The development and initial validation of the cyberchondria severity scale (CSS)
McElroy, E., & Shevlin, M. (2014) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2013.12.007 · Cited by 383 · see citing works
Depressed adolescents’ positive and negative use of social media.
Radovic, A., Gmelin, T., Stein, B. D., & Miller, E. (2017) · Journal of Adolescence · doi:10.1016/j.adolescence.2016.12.002 · Cited by 350 · see citing works
Finding a Depression App: A Review and Content Analysis of the Depression App Marketplace
Shen, N., Levitan, M.-J., Johnson, A., Bender, J. L., Hamilton-Page, M., Jadad, A. (. R., & Wiljer, D. (2015) · JMIR mHealth and uHealth · doi:10.2196/mhealth.3713 · Cited by 282 · see citing works
Cyberbullying in higher education: A literature review
Watts, L., Wagner, J., Velasquez, B. J., & Behrens, P. I. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.12.038 · Cited by 264 · see citing works
Digital Media, Anxiety, and Depression in Children
Hoge, E., Bickham, D., & Cantor, J. (2017) · Pediatrics · doi:10.1542/peds.2016-1758g · Cited by 237 · see citing works
Vismara, M., Caricasole, V., Starcevic, V., Cinosi, E., Dell'Osso, B., Martinotti, G., & Fineberg, N. A. (2020) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2020.152167 · Cited by 224 · see citing works
“Moreover, health-related Internet use was found to be associatedwith small but reliable increases in depression over an8-month period in one longitudinal study [81].”
BackgroundA preliminary investigation into the prevalence and prediction of problematic cell phone use
Smetaniuk, P. (2014) · Journal of Behavioral Addictions · doi:10.1556/jba.3.2014.004 · Cited by 220 · see citing works
Banjanin, N., Banjanin, N., Dimitrijevic, I., & Pantic, I. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2014.11.013 · Cited by 215 · see citing works
Mathes, B. M., Norr, A. M., Allan, N. P., Albanese, B. J., & Schmidt, N. B. (2018) · Psychiatry Research · doi:10.1016/j.psychres.2018.01.002 · Cited by 209 · see citing works
Rice, S. M., Goodall, J., Hetrick, S. E., Parker, A. G., Gilbertson, T., Amminger, G. P., Davey, C. G., McGorry, P. D., Gleeson, J., & Alvarez-Jimenez, M. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.3304 · Cited by 194 · see citing works
Theme issue on e-mental health: A growing field in internet research
Riper, H., Andersson, G., Christensen, H., Cuijpers, P., Lange, A., & Eysenbach, G. (2010) · Journal of Medical Internet Research · doi:10.2196/jmir.1713 · Cited by 200 · see citing works
Elliot, A. J., Mooney, C. J., Douthit, K. Z., & Lynch, M. F. (2014) · The Journals of Gerontology Series B: Psychological Sciences and Social Sciences · doi:10.1093/geronb/gbt109 · Cited by 191 · see citing works
Kontos, E. Z., Emmons, K. M., Puleo, E., & Viswanath, K. (2010) · Journal of Health Communication · doi:10.1080/10810730.2010.522689 · Cited by 182 · see citing works
How Patients With Schizophrenia Use the Internet: Qualitative Study
Schrank, B., Sibitz, I., Unger, A., & Amering, M. (2010) · Journal of Medical Internet Research · doi:10.2196/jmir.1550 · Cited by 163 · see citing works
Relationship between internet addiction and depression among Japanese university students
Seki, T., Hamazaki, K., Natori, T., & Inadera, H. (2019) · Journal of Affective Disorders · doi:10.1016/j.jad.2019.06.055 · Cited by 166 · see citing works
Domahidi, E., Festl, R., & Quandt, T. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2014.02.023 · Cited by 150 · see citing works
Zhong, Y., Wang, J., & Nicholas, S. (2020) · BMC Geriatrics · doi:10.1186/s12877-019-1403-9 · Cited by 147 · see citing works
Tsai, H.-H., & Tsai, Y.-F. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1678 · Cited by 167 · see citing works
“Our 1-year attrition rate was high (35/90, 39%), as previously reported in similar longitudinal studies [38,39].”
BackgroundResultLam, S. S. M., Jivraj, S., & Scholes, S. (2020) · Journal of Medical Internet Research · doi:10.2196/15683 · Cited by 144 · see citing works
Media use and depression: exposure, household rules, and symptoms among young adolescents in the USA
Bickham, D. S., Hswen, Y., & Rich, M. (2015) · International Journal of Public Health · doi:10.1007/s00038-014-0647-6 · Cited by 134 · see citing works
“…Hospital, Boston, USA D. S. Bickham (&) M. Rich Harvard Medical School, Boston, USA e-mail: david.bickham@childrens.harvard.edu Y. Hswen M. Rich Harvard School of Public Health, Boston, USA communicating with friends and family is protective against depression over time (Bessière et al. 2010).”
BackgroundTsai, H., Cheng, C., Shieh, W., & Chang, Y. (2020) · BMC Geriatrics · doi:10.1186/s12877-020-1426-2 · Cited by 138 · see citing works
Rice, S., Gleeson, J., Davey, C., Hetrick, S., Parker, A., Lederman, R., Wadley, G., Murray, G., Herrman, H., Chambers, R., et al. (2018) · Early Intervention in Psychiatry · doi:10.1111/eip.12354 · Cited by 118 · see citing works
Pathway Linking Internet Health Information Seeking to Better Health: A Moderated Mediation Study
Jiang, S., & Street, R. L. (2016) · Health Communication · doi:10.1080/10410236.2016.1196514 · Cited by 132 · see citing works
“Internet Addiction”: a Conceptual Minefield
Ryding, C., & Kaye, L. K. (2017) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-017-9811-6 · Cited by 135 · see citing works
Koutamanis, M., Vossen, H. G. M., & Valkenburg, P. M. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2015.07.016 · Cited by 126 · see citing works
Problematic Internet use: Functions of use, cognitive absorption, and depression
Bozoğlan, B., Demirer, V., & Şahi̇n, İ. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2014.04.042 · Cited by 114 · see citing works
Online intimacy and well-being in the digital age
Lomanowska, A. M., & Guitton, M. J. (2016) · Internet Interventions · doi:10.1016/j.invent.2016.06.005 · Cited by 117 · see citing works
Internet Use and Subjective Well-Being in China
Nie, P., Sousa-Poza, A., & Nimrod, G. (2017) · Social Indicators Research · doi:10.1007/s11205-015-1227-8 · Cited by 120 · see citing works
Aghasi, M., Matinfar, A., Golzarand, M., Salari-Moghaddam, A., & Ebrahimpour‐Koujan, S. (2019) · Advances in Nutrition · doi:10.1093/advances/nmz073 · Cited by 103 · see citing works
Cyberchondria in the age of COVID-19
Jokić‐Begić, N., Korajlija, A. L., & Mikac, U. (2020) · PLoS ONE · doi:10.1371/journal.pone.0243704 · Cited by 106 · see citing works
Social media and change in psychological distress over time: the role of social causation
Hampton, K. N. (2019) · Journal of Computer-Mediated Communication · doi:10.1093/jcmc/zmz010 · Cited by 98 · see citing works
Malaeb, D. N., Salameh, P., Barbar, S., Awad, E., Haddad, C., Hallit, R. R., Sacre, H., Akel, M., Obeïd, S., & Hallit, S. R. (2020) · Perspectives In Psychiatric Care · doi:10.1111/ppc.12576 · Cited by 97 · see citing works
Robinson, A. D., Aguilar‐Bonnette, A., Howard, K. J., Ceballos, N. A., Dailey, S. L., Lu, Y., & Grimes, T. (2019) · Journal of Applied Biobehavioral Research · doi:10.1111/jabr.12158 · Cited by 96 · see citing works
Vahedi, Z., & Zannella, L. (2021) · Current Psychology · doi:10.1007/s12144-019-0150-6 · Cited by 86 · see citing works
Maloni, J. A., Przeworski, A., & Damato, E. G. (2013) · Archives of Psychiatric Nursing · doi:10.1016/j.apnu.2012.12.001 · Cited by 80 · see citing works
Liao, S., Zhou, Y., Liu, Y., & Wang, R. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.04.022 · Cited by 87 · see citing works
Associating internet usage with depressive behavior among college students
Katikalapudi, R., Chellappan, S., Montgomery, F., Wunsch, D., & Lutzen, K. (2012) · IEEE Technology and Society Magazine · doi:10.1109/mts.2012.2225462 · Cited by 81 · see citing works
Internet use and psychological well-being
Kraut, R. E., & Burke, M. (2015) · Communications of the ACM · doi:10.1145/2739043 · Cited by 83 · see citing works
Cho, H., Li, P., Ngien, A., Tan, M. G., Chen, A., & Nekmat, E. (2023) · Computers in Human Behavior · doi:10.1016/j.chb.2023.107795 · Cited by 80 · see citing works
McDougall, M. A., Walsh, M., Wattier, K., Knigge, R., Miller, L., Stevermer, M., & Fogas, B. S. (2016) · Psychiatry Research · doi:10.1016/j.psychres.2016.09.018 · Cited by 76 · see citing works
Facebook Use and the Tendency to Ruminate among College Students: Testing Mediational Hypotheses
Locatelli, S. M., Kluwe, K., & Bryant, F. (2012) · Journal of Educational Computing Research · doi:10.2190/ec.46.4.d · Cited by 73 · see citing works
Tokunaga, R. S. (2016) · Human Communication Research · doi:10.1111/hcre.12081 · Cited by 66 · see citing works
When Self-Worth Depends on Social Media Feedback: Associations with Psychological Well-Being
Sabik, N. J., Falat, J., & Magagnos, J. (2020) · Sex Roles · doi:10.1007/s11199-019-01062-8 · Cited by 69 · see citing works
Online media consumption and depression in young people: A systematic review and meta-analysis
Shin, M., Juventin, M., Chu, J. T. W., Manor, Y. D., & Kemps, E. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2021.107129 · Cited by 65 · see citing works
Yu, D., & Fiebig, D. G. (2020) · The Journal of the Economics of Ageing · doi:10.1016/j.jeoa.2020.100262 · Cited by 65 · see citing works
Ghweeba, M., Lindenmeyer, A., Shishi, S., Kofi, M. A., Waheed, A., & Amer, S. A. A. M. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6855 · Cited by 64 · see citing works
Primack, B. A., & Escobar-Viera, C. G. (2017) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/j.chc.2016.12.007 · Cited by 71 · see citing works
Jing, R., Jin, G., Guo, Y., Zhang, Y., & Li, L. (2022) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107480 · Cited by 66 · see citing works
Byaro, M., Rwezaula, A. A., & Ngowi, N. (2023) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2023.122445 · Cited by 68 · see citing works
The social context of adolescent mental health and wellbeing: parents, friends and social media
Hartas, D. (2019) · Research Papers in Education · doi:10.1080/02671522.2019.1697734 · Cited by 62 · see citing works
Interaction Patterns of Nurturant Support Exchanged in Online Health Social Networking
Chuang, K. Y., & Yang, C. C. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.1824 · Cited by 55 · see citing works
Yan, N., Xie, Y., & Hu, Y. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1102773 · Cited by 55 · see citing works
Does internet use promote mental health among middle-aged and older adults in China?
Zhang, C., Wang, Y., Wang, J., & Liu, X. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.999498 · Cited by 54 · see citing works
Competing online viewpoints and models of chronic illness
Mankoff, J. C., Kuksenok, K., Kiesler, S. B., Rode, J. A., & Waldman, K. (2011) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1978942.1979027 · Cited by 54 · see citing works
Hindering and buffering factors for parental sleep in neonatal care. A phenomenographic study
Edéll‐Gustafsson, U., Angelhoff, C., Johnsson, E., Karlsson, J., & Mörelius, E. (2014) · Journal of Clinical Nursing · doi:10.1111/jocn.12654 · Cited by 53 · see citing works
Li, L., Jin, G., Guo, Y., Zhang, Y., & Jing, R. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.12.001 · Cited by 54 · see citing works
Leykin, Y., Muñoz, R. F., & Contreras, O. (2011) · Depression and Anxiety · doi:10.1002/da.20848 · Cited by 50 · see citing works
Division of digital labor: Partner support for technology use among older adults
Marler, W., & Hargittai, E. (2024) · New Media & Society · doi:10.1177/14614448211068437 · Cited by 56 · see citing works
The presentation of health-related search results and its impact on negative emotional outcomes
Lauckner, C., & Hsieh, G. (2013) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2470654.2470702 · Cited by 48 · see citing works
Forrest, C., King, D. L., & Delfabbro, P. (2016) · Addictive Behaviors · doi:10.1016/j.addbeh.2016.10.013 · Cited by 47 · see citing works
Do Dr. Google and Health Apps Have (Comparable) Side Effects? An Experimental Study
Jungmann, S. M., Brand, S., Kolb, J., & Witthöft, M. (2020) · Clinical Psychological Science · doi:10.1177/2167702619894904 · Cited by 47 · see citing works
Han, L., Zhan, Y., Li, W., Xu, Y., Xu, Y., & Zhao, J. (2021) · JMIR Public Health and Surveillance · doi:10.2196/31052 · Cited by 46 · see citing works
Digitalization, income inequality, and public health: Evidence from developing countries
Wang, J., & Xu, Y. (2023) · Technology in Society · doi:10.1016/j.techsoc.2023.102210 · Cited by 42 · see citing works
The Impact of Internet Use on Health Outcomes of Rural Adults: Evidence from China
Li, L., Zeng, Y., Zhang, Z., & Fu, C. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17186502 · Cited by 42 · see citing works
Rethinking Screen Time during COVID-19: Impact on Psychological Well-Being in Physiotherapy Students
Akulwar-Tajane, I., Parmar, K. K., Naik, P. H., & Shah, A. V. (2020) · International Journal of Clinical and Experimental Medicine Research · doi:10.26855/ijcemr.2020.10.014 · Cited by 42 · see citing works
Ambrosini, F., Truzoli, R., Vismara, M. E. M., Vitella, D., & Biolcati, R. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e09437 · Cited by 41 · see citing works
Prevalence of internet addiction in Africa: A systematic review and meta-analysis
Endomba, F. T., Demina, A., Meille, V., Ndoadoumgue, A. L., Danwang, C., Petit, B., & Trojak, B. (2022) · Journal of Behavioral Addictions · doi:10.1556/2006.2022.00052 · Cited by 41 · see citing works
Body weight and Internet access: evidence from the rollout of broadband providers
DiNardi, M., Guldi, M., & Simon, D. (2018) · Journal of Population Economics · doi:10.1007/s00148-018-0709-9 · Cited by 34 · see citing works
Social networking and symptoms of depression and anxiety in early adolescence
Mundy, L. K., Canterford, L. D., Moreno‐Betancur, M., Hoq, M., Sawyer, S. M., Allen, N. B., & Patton, G. C. (2020) · Depression and Anxiety · doi:10.1002/da.23117 · Cited by 40 · see citing works
Singh, P., Cumberland, W. G., Ugarte, D. A., Bruckner, T. A., & Young, S. D. (2020) · Journal of Medical Internet Research · doi:10.2196/21490 · Cited by 40 · see citing works
Relationship Between Internet Use and Change in Health Status: Panel Study of Young Adults
Hunsaker, A., Hargittai, E., & Micheli, M. (2020) · Journal of Medical Internet Research · doi:10.2196/22051 · Cited by 41 · see citing works
Çetinkaya, L. (2019) · Contemporary Educational Technology · doi:10.30935/cet.512531 · Cited by 40 · see citing works
Self-assessed health among older people in Europe and internet use
Tavares, A. I. (2020) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2020.104240 · Cited by 39 · see citing works
Damiano, R. F., Santi, T. D., Beach, S. R., Pan, P. M., Lucchetti, A. L. G., Smith, F. A., Forlenza, O. V., Fricchione, G. L., Miguel, E. C., & Lucchetti, G. (2021) · Brazilian Journal of Psychiatry · doi:10.1590/1516-4446-2020-1582 · Cited by 58 · see citing works
Giving Patients Choice and Control: Health Informatics on the Patient Journey
Gann, B. (2012) · Yearbook of Medical Informatics · doi:10.1055/s-0038-1639433 · Cited by 38 · see citing works
The pervasive effect of youth self-report of hunger on depression over 6 years of follow up
McIntyre, L., Wu, X., Kwok, C. S., & Patten, S. B. (2017) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-017-1361-5 · Cited by 37 · see citing works
Internet use and fertility behavior among reproductive-age women in China
Nie, P., Xu, P., & Luo, T. (2022) · China Economic Review · doi:10.1016/j.chieco.2022.101903 · Cited by 35 · see citing works
Yiting, E., Yang, J., Niu, L., & Lu, C. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1108096 · Cited by 32 · see citing works
Smith, R. J., Crutchley, P., Schwartz, H. A., Ungar, L., Shofer, F., Padrez, K. A., & Merchant, R. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6486 · Cited by 28 · see citing works
Does Internet Use Connect Us to a Healthy Diet? Evidence from Rural China
Ma, B., & Jin, X. Y. (2022) · Nutrients · doi:10.3390/nu14132630 · Cited by 32 · see citing works
Social media use and depression, anxiety, and stress in Latinos: A correlational study
Franco, J. A., & Carrier, L. M. (2020) · Human Behavior and Emerging Technologies · doi:10.1002/hbe2.205 · Cited by 26 · see citing works
Lee, J. H., Giovenco, D., & Operario, D. (2017) · Journal of Health Communication · doi:10.1080/10810730.2017.1341566 · Cited by 24 · see citing works
Zhang, M., Nie, Q., Ye, W., Wang, Y., Yang, Z., & Teng, Z. (2024) · Journal of Youth and Adolescence · doi:10.1007/s10964-024-02068-6 · Cited by 25 · see citing works
The CCTG 592 Team, Milam, J. E., Morris, S., Jain, S., Sun, X., Dubé, M. P., Daar, E. S., Jimenez‐Maggiora, G. A., & Haubrich, R. (2015) · AIDS and Behavior · doi:10.1007/s10461-015-1215-7 · Cited by 23 · see citing works
Wei, L., Ge, C., Wei, X., Zhang, X., & Xu, J. (2018) · Journal of Plastic Reconstructive & Aesthetic Surgery · doi:10.1016/j.bjps.2018.07.015 · Cited by 22 · see citing works
Patil, A. U., Madathil, D., & Huang, C. (2021) · Human Brain Mapping · doi:10.1002/hbm.25562 · Cited by 26 · see citing works
Kim, J.-S., Gray, J. A., Ciesla, J., & Yao, P. (2021) · Ageing International · doi:10.1007/s12126-021-09422-0 · Cited by 17 · see citing works
A Healthy Mind for Problematic Internet Use
Ke, G. N., & Wong, S. F. (2018) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2018.0072 · Cited by 22 · see citing works
Risky cyber behaviors in adolescents with depression: A case control study
Uçar, H. N., Çetin, F. H., Ersoy, S. A., Güler, H. A., Kılınç, K., & Türkoğlu, S. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.03.046 · Cited by 21 · see citing works
Lee, J.-S., & Jeong, B. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-426 · Cited by 21 · see citing works
Heiden, S. M., Holden, R. J., Alder, C. A., Bodke, K., & Boustani, M. A. (2017) · Applied Ergonomics · doi:10.1016/j.apergo.2017.05.002 · Cited by 21 · see citing works
Prevalence and effect of cyberchondria on academic performance among undergraduate dental students
Patanapu, S. K., Sreeja, C. S., Veeraboina, N., Reddy, K. V., Voruganti, S., & Anusha, P. (2022) · Industrial Psychiatry Journal · doi:10.4103/ipj.ipj_272_21 · Cited by 21 · see citing works
Is cyberchondria specific to hypochondriasis?
Jungmann, S. M., Gropalis, M., Schenkel, S. K., & Witthöft, M. (2023) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2023.102798 · Cited by 19 · see citing works
- Authors
- Bessière, K., Pressman, S., Kiesler, S., & Kraut, R.
- Affiliations
- Carnegie Mellon University (US)
- University of Kansas (US)
- Corresponding author
- Kraut, Robert
- Venue
- Journal of Medical Internet Research
- Publisher
- JMIR Publications Inc.
- Published
- 2010-03-12
- Volume
- 12
- Issue
- 1
- Pages
- e6
- ISSN
- 1438-8871 (ISSN-L)
- PMC
- PMC3234167
- OpenAlex
- W2110993830
- Cited by
- 270
- References
- 84
- Citations by year
- 2026: 8 · 2025: 16 · 2024: 18 · 2023: 24 · 2022: 31 · 2021: 21 · 2020: 38 · 2019: 16 · 2018: 10 · 2017: 12 · 2016: 21 · 2015: 8 · 2014: 10 · 2013: 11 · 2012: 9
- FWCI
- 21.01
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Journal of Medical Internet Research (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Figshare (submittedVersion, cc-by)
- KiltHub Repository (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- KiltHub Repository (cc-by)
- Funders
- National Science Foundation (9900449)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Literacy and Information Accessibility
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Keywords
- health information seeking, depression, internet use, health anxiety, rumination, caregiver burden, chronic disease, health status, psychological well-being, longitudinal effects
- MeSH terms
- Activities of Daily Living, Adult, Attitude to Health, Depression, Female, Health Status, Humans, Interpersonal Relations, Longitudinal Studies, Male, Middle Aged, Quality of Life, Surveys and Questionnaires, Self Concept, Social Support, Socioeconomic Factors, United States, Internet, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review