Commentary on: Are we overpathologizing everyday life? A tenable blueprint for behavioral addiction research: Problems with atheoretical and confirmatory research approaches in the study of behavioral addictions
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Background and Aims: This commentary is written in response to a paper by Billieux, Schimmenti, Khazaal, Maurage and Hereen (2015) published in the Journal of Behavioral Addictions. Methods: It supports and extends the arguments by Billieux, Schimmenti et al. (2015): that the study of behavioral addictions too often rests on atheoretical and confirmatory research approaches. This tends to lead to theories that lack specificity and a neglect of the underlying processes that might explain why repetitive problem behaviors occur. Results: In this commentary I extend the arguments by Billieux, Schimmenti et al. (2015) and argue that such research approaches might take us further away from conceptualizing psychiatric diagnoses that can be properly validated, which is already a problem in the field. Furthermore, I discuss whether the empirical support for conceptualizing repetitive problem behaviors as addictions might rest on research practices that have been methodologically biased to produce a result congruent with the proposal that substance addictions and behavioral addictions share similar traits. Conclusions: I conclude by presenting a number of ways of going forward, chief of which is the proposal that we might wish to go beyond a priori assumptions of addiction in favor of identifying the essential problem manifestations for each new potential behavioral addiction.
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Even when a university student rates a loss-of-control item high on a Likert scale, the answer does not necessarily have clinical relevance.
“However, even when a university student rates this type of item high on a Likert scale, the answer does not necessarily have clinical relevance (Billieux, Schimmenti, Khazaal, Maurage, & Heeren, 2015; Kardefelt-Winther, 2015).”
From Is smartphone addiction really an addiction? (2018) · cites this paper as Kardefelt-Winther, 2015
The Conclusions (page not supplied) argue that surveys of addiction symptoms alone do not provide the understanding needed to judge whether a behavior is an addiction. This supports the caution that an item response need not be clinically meaningful, but the paper does not specifically discuss university students, Likert ratings, or a highly rated loss-of-control item. (LLM, conf=0.82)
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Cites
Diagnostic and Statistical Manual of Mental Disorders
(2012) · Springer eBooks · doi:10.1007/springerreference_121117 · Cited by 20,769 · see citing works
Diagnostic and Statistical Manual of Mental Disorders, 5th ed.
Carter, M. J. (2014) · Therapeutic Recreation Journal · Cited by 15,154 · see citing works
Kardefelt-Winther, D. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2013.10.059 · Cited by 2,519 · see citing works
Self-citationDistinguishing between the validity and utility of psychiatric diagnoses.
Kendell, R., & Jablensky, A. (2003) · American Journal of Psychiatry · doi:10.1176/appi.ajp.160.1.4 · Cited by 1,294 · see citing works
Are we overpathologizing everyday life? A tenable blueprint for behavioral addiction research
Billieux, J., Schimmenti, A., Khazaal, Y., Maurage, P., & Heeren, A. (2015) · Journal of Behavioral Addictions · doi:10.1556/2006.4.2015.009 · Cited by 920 · see citing works
Toward a syndrome model of addiction: Multiple expressions, common etiology
Shaffer, H. J., LaPlante, D. A., LaBrie, R. A., Kidman, R. C., Donato, A. N., & Stanton, M. V. (2004) · Harvard Review of Psychiatry · doi:10.1080/10673220490905705 · Cited by 682 · cited 3× · see citing works
“Importantly, the point here is not to suggest that the construct of behavioral addictions is not useful, but just like the field of addiction study might benefit from a broader conceptualization of the phenomenon (Shaffer et al., 2004), so too might the study of behavioral addictions benefit from not exclusively adher…”
BackgroundInfluentialBehavioural (non‐chemical) addictions
Marks, I. M. (1990) · British Journal of Addiction · doi:10.1111/j.1360-0443.1990.tb01618.x · Cited by 421 · see citing works
Király, O., Griffiths, M. D., Urbán, R., Farkas, J., Kökönyei, G., Elekes, Z., Tamás, D., & Demetrovics, Z. (2014) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2014.0475 · Cited by 377 · see citing works
DSM-IV und DSM-5: Was hat sich tatsächlich verändert?
Ehret, A. M., & Berking, M. (2013) · Verhaltenstherapie · doi:10.1159/000356537 · Cited by 345 · see citing works
A qualitative investigation of problem gambling as an escape‐based coping strategy
Wood, R. T. A., & Griffiths, M. D. (2006) · Psychology and Psychotherapy Theory Research and Practice · doi:10.1348/147608306x107881 · Cited by 320 · see citing works
Kardefelt‐Winther, D. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2014.05.020 · Cited by 288 · see citing works
Self-citationProblematic involvement in online games: A cluster analytic approach
Billieux, J., Thorens, G., Khazaal, Y., ZULLINO, D. F., Achab, S., & der Linden, M. V. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2014.10.055 · Cited by 280 · see citing works
Psychiatric diagnosis: Lessons from the DSM-IV past and cautions for the DSM-5 future
Frances, A. J., & Widiger, T. (2012) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032511-143102 · Cited by 271 · see citing works
A vacation from your mind: Problematic online gaming is a stress response
Snodgrass, J. G., Lacy, M. G., Dengah, H. J. F., Eisenhauer, S., Batchelder, G., & Cookson, R. J. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2014.06.004 · Cited by 223 · see citing works
The Compulsive Gambler’s Spiral of Options and Involvement
Lesieur, H. R. (1979) · Psychiatry · doi:10.1080/00332747.1979.11024008 · Cited by 204 · see citing works
Sensation Seeking and Pathological Gambling
Blaszczynski, A. P., Wilson, A. C., & McConaghy, N. (1986) · British Journal of Addiction · doi:10.1111/j.1360-0443.1986.tb00301.x · Cited by 191 · see citing works
A critical account of DSM-5 criteria for internet gaming disorder
Kardefelt‐Winther, D. (2014) · Addiction Research & Theory · doi:10.3109/16066359.2014.935350 · Cited by 146 · see citing works
Self-citationGambling as emotion management: developing a grounded theory of problem gambling
Ricketts, T., & Macaskill, A. (2003) · Addiction Research & Theory · doi:10.1080/1606635031000062074 · Cited by 67 · see citing works
Meeting the unique challenges of assessing internet gaming disorder
Kardefelt‐Winther, D. (2014) · Addiction · doi:10.1111/add.12645 · Cited by 47 · see citing works
Self-citationDifferentiating normal and problem gambling: a grounded theory approach
Ricketts, T., & Macaskill, A. (2004) · Addiction Research & Theory · doi:10.1080/1606635031000112546 · Cited by 33 · see citing works
The concept of paradigm and the treatment of addiction.
Gambino, B., & Shaffer, H. J. (1979) · Professional Psychology · doi:10.1037//0735-7028.10.2.207 · Cited by 25 · see citing works
The concept of paradigm and the treatment of addiction.
Gambino, B., & Shaffer, H. J. (1979) · Professional Psychology · doi:10.1037/0735-7028.10.2.207 · Cited by 20 · see citing works
Excessive internet use: fascination or compulsion?
Kardefelt‐Winther, D. (2014) · UPT. Syiah Kuala University Library (Syiah Kuala University) · Cited by 7 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Is smartphone addiction really an addiction?
Panova, T., & Carbonell, X. (2018) · Journal of behavioral addictions · doi:10.1556/2006.7.2018.49 · Cited by 976 · see citing works
How can we conceptualize behavioural addiction without pathologizing common behaviours?
Kardefelt‐Winther, D., Heeren, A., Schimmenti, A., van Rooij, A., Maurage, P., Carras, M., Edman, J., Blaszczynski, A., Khazaal, Y., & Billieux, J. (2017) · Addiction · doi:10.1111/add.13763 · Cited by 780 · see citing works
Self-citationKim, Y., Jeong, J.-E., Cho, H., Jung, D.-J., Kwak, M., Rho, M. J., Yu, H., Kim, D., & Choi, I. Y. (2016) · PLoS ONE · doi:10.1371/journal.pone.0159788 · Cited by 228 · see citing works
Intense video gaming is not essentially problematic.
Király, O., Tóth, D., Urbán, R., Demetrovics, Z., & Maráz, A. (2017) · Psychology of Addictive Behaviors · doi:10.1037/adb0000316 · Cited by 205 · see citing works
Pérez, E. J. P., de León, J. M. R. S., Mota, G. R., Luque, M. L., Pedrero-Aguilar, J., Morales-Alonso, S., & García, C. P. (2017) · Adicciones · doi:10.20882/adicciones.806 · Cited by 83 · see citing works
Snodgrass, J. G., Dengah, H. J. F., Lacy, M. G., Bagwell, A., Van Oostenburg, M., & Lende, D. (2017) · Computers in Human Behavior · doi:10.1016/j.chb.2016.09.025 · Cited by 69 · see citing works
Clinical conceptualization of workaholism
Loscalzo, Y., & Giannini, M. (2017) · Organizational Psychology Review · doi:10.1177/2041386617734299 · Cited by 51 · see citing works
A Comparison of Self-Report and Objective Measurements of Smartphone and Social Media Usage
Coyne, P., Voth, J., & Woodruff, S. J. (2023) · Telematics and Informatics Reports · doi:10.1016/j.teler.2023.100061 · Cited by 43 · see citing works
Wadsley, M. G., & Ihssen, N. (2023) · Brain Sciences · doi:10.3390/brainsci13050787 · Cited by 34 · see citing works
Flayelle, M., Castro‐Calvo, J., Vögele, C., Astur, R. S., Ballester‐Arnal, R., Challet‐Bouju, G., Brand, M., Cárdenas‐López, G., Devos, G., Elkholy, H. A., et al. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106410 · Cited by 31 · see citing works
Problematic internet use profiles and psychosocial risk among adolescents
Pontes, H. M., & Macur, M. (2021) · PLoS ONE · doi:10.1371/journal.pone.0257329 · Cited by 35 · see citing works
Loscalzo, Y., & Giannini, M. (2020) · Europe’s Journal of Psychology · doi:10.5964/ejop.v16i4.1911 · Cited by 22 · see citing works
Loscalzo, Y. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18030910 · Cited by 21 · see citing works
Muela, I., Navas, J. F., Ventura-Lucena, J. M., & Perales, J. C. (2022) · Addictive Behaviors · doi:10.1016/j.addbeh.2022.107410 · Cited by 21 · see citing works
The Bergen Study Addiction Scale: psychometric properties of the Italian version. A pilot study
Loscalzo, Y., & Giannini, M. (2018) · Psychiatria i Psychologia Kliniczna · doi:10.15557/pipk.2018.0033 · Cited by 20 · see citing works
Sibilla, F., Musetti, A., & Mancini, T. (2021) · Cyberpsychology Journal of Psychosocial Research on Cyberspace · doi:10.5817/cp2021-3-1 · Cited by 20 · see citing works
Ince, C., Antons, S., Ashton, S., Borgogna, N. C., Brand, M., Briken, P., Castro‐Calvo, J., Chen, L., Coleman, E., Efrati, Y., et al. (2026) · Journal of Behavioral Addictions · doi:10.1556/2006.2025.00337 · Cited by 23 · see citing works
Old Strategies, New Environments: Reinforcement Learning on Social Media
Turner, G., Ferguson, A. M., Katiyar, T., Palminteri, S., & Orben, A. C. (2024) · Biological Psychiatry · doi:10.1016/j.biopsych.2024.12.012 · Cited by 26 · see citing works
Kardefelt‐Winther, D. (2015) · Addiction · doi:10.1111/add.12987 · Cited by 15 · see citing works
Self-citationLoscalzo, Y., & Giannini, M. (2019) · Work · doi:10.3233/wor-192875 · Cited by 14 · see citing works
Loscalzo, Y., & Giannini, M. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.734116 · Cited by 13 · see citing works
Loscalzo, Y., & Giannini, M. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19159413 · Cited by 12 · see citing works
When studying becomes an obsession: The Studyholism Inventory – Extended Version (SI-15)
Loscalzo, Y., & Giannini, M. (2020) · Current Psychology · doi:10.1007/s12144-020-01168-3 · Cited by 12 · see citing works
Loscalzo, Y., & Giannini, M. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19095261 · Cited by 11 · see citing works
Coelho, S. G., Tabri, N., Kerman, N., Lefebvre, T., Longpre, S., Williams, R. J., & Kim, H. S. A. (2022) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-022-00900-3 · Cited by 11 · see citing works
Loscalzo, Y., & Giannini, M. (2025) · Addictive Behaviors Reports · doi:10.1016/j.abrep.2025.100594 · Cited by 11 · see citing works
Making the case for hypothesis-driven theory testing in the study of Internet Gaming Disorder
Kardefelt‐Winther, D. (2015) · Addictive Behaviors · doi:10.1016/j.addbeh.2015.09.012 · Cited by 10 · see citing works
Self-citationLoscalzo, Y., & Giannini, M. (2020) · Amfiteatru Economic · doi:10.24818/ea/2020/s14/1301 · Cited by 9 · see citing works
Jin, Y., Yu, M., & Yunlong, H. U. (2019) · Advances in Psychological Science · doi:10.3724/sp.j.1042.2019.00083 · Cited by 6 · see citing works
Nugraha, M. F., & Loscalzo, Y. (2024) · SAGE Open · doi:10.1177/21582440241255510 · Cited by 7 · see citing works
Loscalzo, Y. (2024) · Behavioral Sciences · doi:10.3390/bs14080684 · Cited by 4 · see citing works
Problematic trading: a Systematic Review of theoretical considerations
Loscalzo, Y., Rogier, G., & Velotti, P. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1505012 · Cited by 4 · see citing works
INTERNET ADDICTION IN PATIENTS WITH SUBSTANCE USE DISORDER
Pass, A., Kardefelt‐Winther, D., & Franck, J. (2017) · Cited by 3 · see citing works
Self-citationLoscalzo, Y., Giani, J., & Giannini, M. (2023) · Psicologí a Educativa · doi:10.5093/psed2022a17 · Cited by 3 · see citing works
Erforschung exzessiver Smartphone-Nutzung: Empfehlungen zur Vorgehensweise
Qasem, H., & Fauth‐Bühler, M. (2023) · SUCHT - Zeitschrift für Wissenschaft und Praxis / Journal of Addiction Research and Practice · doi:10.1024/0939-5911/a000813 · Cited by 2 · see citing works
Studyholism in the United States and Italy
Loscalzo, Y., Wetstone, H., Schuldberg, D., Giannini, M., & Rice, K. G. (2024) · Current Psychology · doi:10.1007/s12144-024-06163-6 · Cited by 2 · see citing works
Gli ibernati. Dal narcisismo dell'Io al narcisismo del You
Scognamiglio, R. M. (2025) · PSICOTERAPIA E SCIENZE UMANE · doi:10.3280/pu2025-003002 · Cited by 2 · see citing works
Loscalzo, Y., Díaz, J.-A., & Giannini, M. (2023) · Studies in Psychology Estudios de Psicología · doi:10.1080/02109395.2023.2255796 · Cited by 1 · see citing works
John, N., Sahu, M., Sharma, M. K., & Murthy, P. (2025) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2024.0444 · Cited by 2 · see citing works
Loscalzo, Y., Giannini, M., & Rice, K. G. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.849610 · Cited by 1 · see citing works
Ghinassi, S., Fioravanti, G., Donati, M. A., Primi, C., Loscalzo, Y., & Casale, S. (2025) · Addictive Behaviors · doi:10.1016/j.addbeh.2025.108580 · Cited by 1 · see citing works
Guo, M., Li, X., Zheng, W., Zhao, M., Yang, C., Wenqing, L. I., Wan, Z., & Zhao, Y. (2026) · Applied Research in Quality of Life · doi:10.1007/s11482-025-10539-6
David, J.-C., Rasset, P., Rascle, N., Auriol, C., Sutter‐Dallay, A., Serre, F., Auriacombe, M., & Loyal, D. (2026) · Journal of Health Psychology · doi:10.1177/13591053261427218
Loscalzo, Y., Giannini, M., & Ungvari, Z. I. (2026) · GeroScience · doi:10.1007/s11357-026-02326-4
Su, S., Cousijn, J., Wiers, R. W. H. J., Murray, H., Schoenmakers, T. M., & Larsen, H. (2026) · Journal of Behavioral Addictions · doi:10.1556/2006.2025.00380 · Cited by 1 · see citing works
Torchalska, M., & Smogór, M. (2026) · International Journal of Innovative Technologies in Social Science · doi:10.31435/ijitss.2(50).2026.5595
Loscalzo, Y., Rogier, G., & Velotti, P. (2026) · Journal of Affective Disorders Reports · doi:10.1016/j.jadr.2026.101173
- Authors
- Kardefelt-Winther, D.
- Affiliations
- Department of Clinical Neuroscience, Centre for Psychiatry Research, Karolinska Institutet, Stockholm, Sweden
- Venue
- Journal of Behavioral Addictions
- Publisher
- Akademiai Kiado Zrt.
- Published
- 2015-09
- Volume
- 4
- Issue
- 3
- Pages
- 126-129
- ISSN
- 2062-5871 (ISSN-L)
- PMC
- PMC4627667
- OpenAlex
- W2333294374
- Cited by
- 47
- References
- 22
- Citations by year
- 2026: 7 · 2025: 5 · 2024: 4 · 2023: 5 · 2022: 6 · 2021: 3 · 2020: 4 · 2019: 2 · 2018: 2 · 2017: 5 · 2016: 2 · 2015: 2
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Journal of Behavioral Addictions (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Repository of the Academy's Library (Library of the Hungarian Academy of Sciences) (acceptedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Gambling Behavior and Treatments
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Keywords
- behavioral addiction, psychiatric diagnosis, diagnostic validity, confirmatory research, methodological bias, substance addiction, conceptualization of addiction
- MeSH terms
- Humans, Models, Theoretical, Behavior, Addictive, Behavioral Research
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