Using the Delphi expert consensus method in mental health research
Open accessAbstract
Objective: The article gives an introductory overview of the use of the Delphi expert consensus method in mental health research. It explains the rationale for using the method, examines the range of uses to which it has been put in mental health research, and describes the stages of carrying out a Delphi study using examples from the literature. Method: To ascertain the range of uses, a systematic search was carried out in PubMed. The article also examines the implications of ‘wisdom of crowds’ research for how to conduct Delphi studies. Results: The Delphi method is a systematic way of determining expert consensus that is useful for answering questions that are not amenable to experimental and epidemiological methods. The validity of the approach is supported by ‘wisdom of crowds’ research showing that groups can make good judgements under certain conditions. In mental health research, the Delphi method has been used for making estimations where there is incomplete evidence (e.g. What is the global prevalence of dementia?), making predictions (e.g. What types of interactions with a person who is suicidal will reduce their chance of suicide?), determining collective values (e.g. What areas of research should be given greatest priority?) and defining foundational concepts (e.g. How should we define ‘relapse’?). A range of experts have been used in Delphi research, including clinicians, researchers, consumers and caregivers. Conclusion: The Delphi method has a wide range of potential uses in mental health research.
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?
Publications suggest that the results of single stakeholder Delphi studies stabilise, and achieve moderate replicability, with 20-30 participants.
“Publications suggest that the results of single stakeholder Delphi studies stabilise [44], and achieve moderate replicability, with 20–30 participants [46].”
From Essential Information About Chronobiology and Chronotherapy for the Optimal Care of People With Bipolar Disorders: An Expert Consensus (2026) · cites this paper as [44]
The ‘Determining expert panel size’ section reports stability with panels of around 20 or more and describes a replication in which item endorsements from 22 professionals correlated 0.84 with those from 41 professionals. This supports replicability involving a single-stakeholder panel of 22, but does not establish a general replicability threshold of 20–30 participants; the paper also says there is little firm guidance on panel size. (LLM, conf=0.82)
Experimental — accuracy not yet measuredThe study followed the key elements of the Delphi method.
“The study followed the key elements of the Delphi method [44].”
From Essential Information About Chronobiology and Chronotherapy for the Optimal Care of People With Bipolar Disorders: An Expert Consensus (2026) · cites this paper as [44]
There is no gold standard for defining consensus in a Delphi study.
“There is no gold standard for defining consensus in a Delphi study [44, 47].”
From Essential Information About Chronobiology and Chronotherapy for the Optimal Care of People With Bipolar Disorders: An Expert Consensus (2026) · cites this paper as [44]
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
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.
(2009) · PubMed Central · Cited by 44,859 · see citing works
Cochrane Handbook for Systematic Reviews of Interventions: Cochrane Book Series
(2008) · doi:10.1002/9780470712184 · Cited by 25,048 · see citing works
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2009.06.005 · Cited by 19,575 · see citing works
Hoffmann, T. C., Glasziou, P. P., Boutron, I., Milne, R., Perera, R., Moher, D., Altman, D. G., Barbour, V., Macdonald, H., Johnston, M., et al. (2014) · BMJ · doi:10.1136/bmj.g1687 · Cited by 10,548 · cited 2× · see citing works
“…criteria for quality assessment of randomized clinical trials (Verhagen et al., 1998), guidelines for clinical trial protocol content (Tetzlaff et al., 2012), standards for reporting interventions used in trials (Hoffmann et al., 2014) and methods used in systematic reviews (Pincus et al., 2011).”
MethodGlobal prevalence of dementia: a Delphi consensus study
Ferri, C. P., Prince, M. J., Brayne, C., Brodaty, H., Fratiglioni, L., Ganguli, M., Hall, K. S., Hasegawa, K., Hendrie, H. C., Huang, Y., et al. (2005) · The Lancet · doi:10.1016/s0140-6736(05)67889-0 · Cited by 5,336 · see citing works
Self-citationImproving the Quality of Reporting of Randomized Controlled Trials: The CONSORT Statement
Begg, C. (1996) · JAMA · doi:10.1001/jama.1996.03540080059030 · Cited by 3,127 · see citing works
Verhagen, A., de Vet, H. D., de Bie, R. D., Kessels, A., Boers, M., Bouter, L., & Knipschild, P. (1998) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(98)00131-0 · Cited by 2,473 · see citing works
The difference: how the power of diversity creates better groups, firms, schools, and societies
(2007) · Choice Reviews Online · doi:10.5860/choice.45-1534 · Cited by 2,280 · see citing works
The Delphi Method: An Experimental Study of Group Opinion
Dalkey, N. C. (1969) · RAND Corporation eBooks · doi:10.7249/rm5888 · Cited by 1,645 · see citing works
International Consensus Study of Antipsychotic Dosing
Gardner, D. M., Murphy, A. L., O'Donnell, H., Centorrino, F., & Baldessarini, R. J. (2010) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2009.09060802 · Cited by 1,302 · see citing works
How social influence can undermine the wisdom of crowd effect
Lorenz, J., Rauhut, H., Schweitzer, F., & Helbing, D. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1008636108 · Cited by 1,017 · see citing works
Stability of response characteristics of a Delphi panel: application of bootstrap data expansion
Akins, R. B., Tolson, H., & Cole, B. R. (2005) · BMC Medical Research Methodology · doi:10.1186/1471-2288-5-37 · Cited by 994 · see citing works
Pacchiarotti, I., Bond, D. J., Baldessarini, R. J., Nolen, W. A., Grunze, H., Licht, R. W., Post, R. M., Berk, M., Goodwin, G. M., Sachs, G. S., et al. (2013) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2013.13020185 · Cited by 770 · see citing works
The wisdom of crowds : why the many are smarter than the few
Surowiecki, J. (2005) · Cited by 745 · see citing works
Cha, M., Eastwaad, S., Hartan, R., Maher, D., Olkin, I., Pitkin, R., Rennie, D., Schulz, K. F., Simel, D. L., & Straup, D. F. (1996) · Cited by 736 · see citing works
The Need for Evidence-Based Medicine
Sackett, D. L., & Rosenberg, W. M. (1995) · Journal of the Royal Society of Medicine · doi:10.1177/014107689508801105 · Cited by 694 · see citing works
Conducting qualitative research in mental health: Thematic and content analyses
Crowe, M., Inder, M., & Porter, R. (2015) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867415582053 · Cited by 495 · see citing works
Hadlaczky, G., Hökby, S., Mkrtchian, A., Carli, V., & Wasserman, D. (2014) · International Review of Psychiatry · doi:10.3109/09540261.2014.924910 · Cited by 433 · see citing works
TENTS guidelines: development of post-disaster psychosocial care guidelines through a Delphi process
Bisson, J. I., Tavakoly, B., Witteveen, A. B., Ajduković, D., Jehel, L., Johansen, V. A., Nordanger, D. Ø., García, F. O., Punamäki, R., Schnyder, U., et al. (2009) · The British Journal of Psychiatry · doi:10.1192/bjp.bp.109.066266 · Cited by 212 · see citing works
Administration and policy in mental health
Menninger, R. W. (1993) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/bf00706991 · Cited by 185 · see citing works
Davis‐Stober, C. P., Budescu, D. V., Dana, J. D., & Broomell, S. B. (2014) · Decision · doi:10.1037/dec0000004 · Cited by 184 · see citing works
Boccardi, M., Bocchetta, M., Apostolova, L. G., Barnes, J., Bartzokis, G., Corbetta, G., DeCarli, C. S., deToledo‐Morrell, L., Firbank, M., Ganzola, R., et al. (2014) · Alzheimer s & Dementia · doi:10.1016/j.jalz.2014.02.009 · Cited by 167 · see citing works
Pincus, T., Miles, C., Froud, R., Underwood, M., Carnes, D., & Taylor, S. J. (2011) · BMC Medical Research Methodology · doi:10.1186/1471-2288-11-14 · Cited by 161 · see citing works
Ross, A., Kelly, C., & Jorm, A. F. (2014) · BMC Psychiatry · doi:10.1186/s12888-014-0241-8 · Cited by 146 · see citing works
Self-citationRecovery in Psychosis: A Delphi Study With Experts by Experience
Law, H., & Morrison, A. P. (2014) · Schizophrenia Bulletin · doi:10.1093/schbul/sbu047 · Cited by 144 · see citing works
Research priorities for public mental health in Europe: recommendations of the ROAMER project
Forsman, A. K., Wahlbeck, K., Aaro, L. E., Alonso, J., Barry, M. M., Brunn, M., Cardoso, G., Cattan, M., de Girolamo, G., Eberhard-Gran, M., et al. (2015) · The European Journal of Public Health · doi:10.1093/eurpub/cku232 · Cited by 139 · see citing works
A comparison of formal consensus methods used for developing clinical guidelines
Hutchings, A., Raine, R., Sanderson, C. F. B., & Black, N. A. (2006) · Journal of Health Services Research & Policy · doi:10.1258/135581906778476553 · Cited by 125 · see citing works
Essential Evidence-Based Components of First-Episode Psychosis Services
Addington, D. E., McKenzie, E., Norman, R. M. G., Wang, J., & Bond, G. R. (2013) · Psychiatric Services · doi:10.1176/appi.ps.201200156 · Cited by 112 · see citing works
Yap, M. B. H., Pilkington, P. D., Ryan, S., Kelly, C., & Jorm, A. F. (2013) · Journal of Affective Disorders · doi:10.1016/j.jad.2013.11.017 · Cited by 111 · see citing works
Self-citationNoting a Landmark Achievement: Mental Health First Aid Training Reaches 1% of Australian Adults
Jorm, A. F., & Kitchener, B. A. (2011) · Australian & New Zealand Journal of Psychiatry · doi:10.3109/00048674.2011.594785 · Cited by 111 · see citing works
Self-citationGoodyear, M. J., Hill, T., Allchin, B., McCormick, F., Hine, R. H., Cuff, R., & O’Hanlon, B. (2015) · International Journal of Mental Health Nursing · doi:10.1111/inm.12120 · Cited by 101 · see citing works
Self-help strategies that are helpful for sub-threshold depression: A Delphi consensus study
Morgan, A. J., & Jorm, A. F. (2008) · Journal of Affective Disorders · doi:10.1016/j.jad.2008.08.004 · Cited by 91 · see citing works
Self-citationHart, L., Jorm, A. F., Kanowski, L. G., Kelly, C. M., & Langlands, R. L. (2009) · BMC Psychiatry · doi:10.1186/1471-244x-9-47 · Cited by 85 · see citing works
Self-citationMorgan, A. J., Jorm, A. F., & Mackinnon, A. J. (2012) · The British Journal of Psychiatry · doi:10.1192/bjp.bp.111.101394 · Cited by 77 · see citing works
Self-citationDeveloping a guideline for clinical trial protocol content: Delphi consensus survey
Tetzlaff, J., Moher, D., & Chan, A. (2012) · Trials · doi:10.1186/1745-6215-13-176 · Cited by 70 · see citing works
Ross, A., Hart, L., Jorm, A. F., Kelly, C. M., & Kitchener, B. A. (2012) · Early Intervention in Psychiatry · doi:10.1111/j.1751-7893.2011.00331.x · Cited by 57 · see citing works
Self-citationBerk, L., Berk, M., Dodd, S., Kelly, C., Cvetkovski, S., & Jorm, A. F. (2013) · BMC Medicine · doi:10.1186/1741-7015-11-162 · Cited by 56 · see citing works
Self-citationBerk, L., Jorm, A. F., Kelly, C. M., Dodd, S., & Berk, M. (2011) · Bipolar Disorders · doi:10.1111/j.1399-5618.2011.00942.x · Cited by 55 · see citing works
Self-citationService Users’ Priorities and Preferences for Treatment of Psychosis: A User-Led Delphi Study
Byrne, R. E., & Morrison, A. P. (2014) · Psychiatric Services · doi:10.1176/appi.ps.201300289 · Cited by 47 · see citing works
Reavley, N. J., Ross, A., Killackey, E. J., & Jorm, A. F. (2012) · BMC Psychiatry · doi:10.1186/1471-244x-12-135 · Cited by 46 · see citing works
Self-citationHart, L., Damiano, S. R., Chittleborough, P., Paxton, S. J., & Jorm, A. F. (2014) · Body Image · doi:10.1016/j.bodyim.2014.06.010 · Cited by 45 · see citing works
Self-citationRe-development of mental health first aid guidelines for non-suicidal self-injury: a Delphi study
Ross, A., Kelly, C. M., & Jorm, A. F. (2014) · BMC Psychiatry · doi:10.1186/s12888-014-0236-5 · Cited by 42 · see citing works
Self-citationChalmers, K., Bond, K. S., Jorm, A. F., Kelly, C. M., Kitchener, B. A., & Williams-Tchen, A. (2014) · International Journal of Mental Health Systems · doi:10.1186/1752-4458-8-6 · Cited by 42 · see citing works
Self-citationThe kind of group you want to belong to: Effects of group structure on group accuracy
Jönsson, M. L., Hahn, U., & Olsson, E. J. (2015) · Cognition · doi:10.1016/j.cognition.2015.04.013 · Cited by 39 · see citing works
Development and validation of the geriatric depression inventory in Chinese culture
Xie, Z., Lv, X., Hu, Y., Ma, W., Xie, H., Lin, K., Yu, X., & Wang, H. (2015) · International Psychogeriatrics · doi:10.1017/s1041610215000162 · Cited by 31 · see citing works
Fischer, J. A., Kelly, C. M., Kitchener, B. A., & Jorm, A. F. (2013) · SAGE Open · doi:10.1177/2158244013516769 · Cited by 29 · see citing works
Self-citationFrisoni, G. B., & Jack, C. R. (2015) · Alzheimer s & Dementia · doi:10.1016/j.jalz.2014.05.1761 · Cited by 28 · see citing works
San, L., Serrano, M., Cañas, F., Romero, S. L., Sánchez-Cabezudo, Á., & Villar, M. (2014) · International Journal of Psychiatry in Clinical Practice · doi:10.3109/13651501.2014.1002501 · Cited by 27 · see citing works
Reavley, N. J., Ross, A., Killackey, E. J., & Jorm, A. F. (2013) · PeerJ · doi:10.7717/peerj.43 · Cited by 27 · see citing works
Self-citationCairns, K., Yap, M. B. H., Reavley, N. J., & Jorm, A. F. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.05.019 · Cited by 23 · see citing works
Self-citationLauriks, S., de Wit, M. A. S., Buster, M. C. A., Arah, O. A., & Klazinga, N. (2013) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-013-0506-4 · Cited by 18 · see citing works
Lenox‐Smith, A., Greenstreet, L., Burslem, K., & Knight, C. (2009) · Clinical Drug Investigation · doi:10.2165/00044011-200929030-00004 · Cited by 15 · see citing works
Clinical subtypes of core premenstrual disorders: a Delphi survey
ISMAIL, K. M. K., Nevatte, T. M., O’Brien, S., Paschetta, E., Bäckström, T. C., Dennerstein, L., Eriksson, E., Freeman, E. W., Panay, N., Pearlstein, T. B., et al. (2013) · Archives of Women s Mental Health · doi:10.1007/s00737-012-0326-7 · Cited by 8 · see citing works
Mental health care training for practitioners in remote and rural areas
de Mello, G., Fraser, F., Nicoll, P., Ker, J., Green, G., & Laird, C. (2013) · The Clinical Teacher · doi:10.1111/tct.12054 · Cited by 5 · see citing works
Flagged first, then by citations
1 of the 55 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- [55]55. AUSTRALIAN AND NEW ZEALAND JOURNAL OF PSYCHIATRY, 49 (10), pp.887-897. https://doi.org/10.1177/0004867415600891. Persistent Link: http://hdl.handle.net/11343/91136 File Description: Accepted version
Cited by
Sorted by citations
Delphi Technique in Health Sciences: A Map
Niederberger, M., & Spranger, J. (2020) · Frontiers in Public Health · doi:10.3389/fpubh.2020.00457 · Cited by 1,072 · see citing works
Use of Delphi in health sciences research: A narrative review
Shang, Z. (2023) · Medicine · doi:10.1097/md.0000000000032829 · Cited by 665 · see citing works
Michie, S., Carey, R. N., Johnston, M., Rothman, A. J., de Bruin, M., Kelly, M. P., & Connell, L. E. (2018) · Annals of Behavioral Medicine · doi:10.1007/s12160-016-9816-6 · Cited by 475 · see citing works
Ahmadi, A., Noetel, M., Parker, P. D., Ryan, R. M., Ntoumanis, N., Reeve, J., Beauchamp, M. R., Dicke, T., Yeung, A. S., Ahmadi, M., et al. (2023) · Journal of Educational Psychology · doi:10.1037/edu0000783 · Cited by 555 · see citing works
Gouttebarge, V., Bindra, A., Blauwet, C. A., Campriani, N., Currie, A., Engebretsen, L., Hainline, B. W., Kroshus, E., Mcduff, D. R., Mountjoy, M. L., et al. (2020) · British Journal of Sports Medicine · doi:10.1136/bjsports-2020-102411 · Cited by 359 · see citing works
Katz, D. I., Bernick, C. B., Dodick, D. W., Mez, J. B., Mariani, M. L., Adler, C. H., Alosco, M. L., Balcer, L. J., Banks, S. J., Barr, W., et al. (2021) · Neurology · doi:10.1212/wnl.0000000000011850 · Cited by 345 · see citing works
Links Between Behavior Change Techniques and Mechanisms of Action: An Expert Consensus Study
Bohlen, L. C., Carey, R., de Bruin, M., Rothman, A. J., Johnston, M., Kelly, M. P., & Michie, S. (2018) · Annals of Behavioral Medicine · doi:10.1093/abm/kay082 · Cited by 337 · see citing works
Yoon, B., Mont, M. A., Koo, K., Chen, C., Cheng, E. Y., Cui, Q., Drescher, W., Gangji, V., Goodman, S. B., Ha, Y., et al. (2019) · The Journal of Arthroplasty · doi:10.1016/j.arth.2019.11.029 · Cited by 338 · see citing works
Yap, M. B. H., Cheong, T. W. K., Zaravinos-Tsakos, F., Lubman, D. I., & Jorm, A. F. (2017) · Addiction · doi:10.1111/add.13785 · Cited by 311 · see citing works
Self-citationCanu, I. G., Marca, S. C., Dell’Oro, F., Ádám, B., Bergamaschi, E., Besse, C. S., Bianchi, R., Bislimovska, J. K., Bjelajac, A. K., Bugge, M., et al. (2020) · Scandinavian Journal of Work Environment & Health · doi:10.5271/sjweh.3935 · Cited by 277 · see citing works
Towards a standardised definition for fundamental care: A modified Delphi study
Feo, R., Conroy, T., Jangland, E., Athlin, Å. M., Brovall, M., Parr, J. M., Blomberg, K., & Kitson, A. A. (2017) · Journal of Clinical Nursing · doi:10.1111/jocn.14247 · Cited by 269 · see citing works
Reporting guidelines for Delphi techniques in health sciences: A methodological review
Spranger, J., Homberg, A., Sonnberger, M., & Niederberger, M. (2022) · Zeitschrift für Evidenz, Fortbildung und Qualität im Gesundheitswesen · doi:10.1016/j.zefq.2022.04.025 · Cited by 262 · see citing works
Consensus Definition of Misophonia: A Delphi Study
Swedo, S. E., Baguley, D. M., Denys, D., Dixon, L. J., Erfanian, M., Fioretti, A., Jastreboff, P. J., Kumar, S., Rosenthal, M. Z., Rouw, R., et al. (2022) · Frontiers in Neuroscience · doi:10.3389/fnins.2022.841816 · Cited by 249 · see citing works
Expert appraisal of criteria for assessing gaming disorder: an international Delphi study
Castro‐Calvo, J., King, D. L., Stein, D. J., Brand, M., Carmi, L., Chamberlain, S. R., Demetrovics, Z., Fineberg, N. A., Rumpf, H., Yücel, M., et al. (2021) · Addiction · doi:10.1111/add.15411 · Cited by 236 · see citing works
Chiu, T. K. F. (2024) · Educational technology research and development · doi:10.1007/s11423-024-10366-w · Cited by 235 · see citing works
Problematic cybersex: Conceptualization, assessment, and treatment
Wéry, A., & Billieux, J. (2015) · Addictive Behaviors · doi:10.1016/j.addbeh.2015.11.007 · Cited by 232 · see citing works
Misery, L., Ständer, S., Szepietowski, J. C., Reich, A., Wallengren, J., Evers, A. W. M., Takamori, K., Brenaut, E., Gall‐Ianotto, C. L., Fluhr, J. W., et al. (2016) · Acta Dermato Venereologica · doi:10.2340/00015555-2397 · Cited by 231 · see citing works
Yücel, M., Oldenhof, E., Ahmed, S. H., Belin, D., Billieux, J., Bowden‐Jones, H., Carter, A., Chamberlain, S. R., Clark, L., Connor, J. P., et al. (2018) · Addiction · doi:10.1111/add.14424 · Cited by 231 · see citing works
How Delphi studies in the health sciences find consensus: a scoping review
Schifano, J., & Niederberger, M. (2025) · Systematic Reviews · doi:10.1186/s13643-024-02738-3 · Cited by 172 · see citing works
Manyara, A. M., Purvis, A., Ciani, O., Collins, G. S., & Taylor, R. S. (2024) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2024.111485 · Cited by 163 · see citing works
Parker, S. G., Halligan, S., Liang, M. K., Muysoms, F. E., Adrales, G. L., Boutall, A., de Beaux, A. C., Dietz, U. A., Divino, C. M., Hawn, M. T., et al. (2019) · British journal of surgery · doi:10.1002/bjs.11400 · Cited by 153 · see citing works
A checklist to assess the quality of survey studies in psychology
Protogerou, C., & Hagger, M. S. (2020) · Methods in Psychology · doi:10.1016/j.metip.2020.100031 · Cited by 152 · see citing works
Revisiting the Delphi technique - Research thinking and practice: A discussion paper
Hasson, F., Keeney, S., & McKenna, H. (2025) · International Journal of Nursing Studies · doi:10.1016/j.ijnurstu.2025.105119 · Cited by 137 · see citing works
Mancuso, M., McFarland, R., Klopstock, T., Hirano, M., Artuch, R., Bertini, E., Bindoff, L. A., Carelli, V., Gorman, G. S., Hirano, M., et al. (2017) · Neuromuscular Disorders · doi:10.1016/j.nmd.2017.08.006 · Cited by 124 · see citing works
Boel, A., Navarro-Compán, V., Landewé, R., & van der Heijde, D. (2021) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2020.09.034 · Cited by 118 · see citing works
Bohlen, L. C., Michie, S., de Bruin, M., Rothman, A. J., Kelly, M. P., Groarke, H., Carey, R., Hale, J., & Johnston, M. (2020) · Annals of Behavioral Medicine · doi:10.1093/abm/kaaa078 · Cited by 111 · see citing works
Robinson, J., Hill, N. T. M., Thorn, P., Battersby, R., Teh, Z., Reavley, N. J., Pirkis, J., Lamblin, M., Rice, S., & Skehan, J. (2018) · PLOS ONE · doi:10.1371/journal.pone.0206584 · Cited by 101 · see citing works
Development of an internationally accepted definition of reablement: a Delphi study
Metzelthin, S., Rostgaard, T., Parsons, M. J. G., & Burton, E. (2020) · Ageing and Society · doi:10.1017/s0144686x20000999 · Cited by 105 · see citing works
Risks associated with the implementation of big data analytics in sustainable supply chains
Kusi‐Sarpong, S., Orji, I. J., Gupta, H., & Kunc, M. H. (2021) · Omega · doi:10.1016/j.omega.2021.102502 · Cited by 105 · see citing works
Hidalgo‐Mazzei, D., Berk, M., Cipriani, A., Cleare, A. J., Florio, A. D., Dietch, D., Geddes, J. R., Goodwin, G. M., Grunze, H., Hayes, J., et al. (2018) · The British Journal of Psychiatry · doi:10.1192/bjp.2018.257 · Cited by 108 · see citing works
Bendall, S., Eastwood, O., Cox, G., Farrelly-Rosch, A., Nicoll, H., Peters, W., Bailey, A. P., McGorry, P. D., & Scanlan, F. (2020) · Child Maltreatment · doi:10.1177/1077559520927468 · Cited by 100 · see citing works
Definitions for Loss of Domain: An International Delphi Consensus of Expert Surgeons
Parker, S. G., Halligan, S., Liang, M. K., Muysoms, F. E., Adrales, G. L., Boutall, A., de Beaux, A. C., Dietz, U. A., Divino, C. M., Hawn, M. T., et al. (2019) · World Journal of Surgery · doi:10.1007/s00268-019-05317-z · Cited by 105 · see citing works
Müller, A., Laskowski, N. M., Trotzke, P., Ali, K., Fassnacht, D. B., de Zwaan, M., Brand, M., Häder, M., & Kyrios, M. (2021) · Journal of Behavioral Addictions · doi:10.1556/2006.2021.00013 · Cited by 98 · see citing works
Consensus-based statements for the management of mitochondrial stroke-like episodes
Ng, Y. S., Bindoff, L. A., Gorman, G. S., Horváth, R., Klopstock, T., Mancuso, M., Martikainen, M. H., McFarland, R., Nesbitt, V., Pitceathly, R. D. S., et al. (2019) · Wellcome Open Research · doi:10.12688/wellcomeopenres.15599.1 · Cited by 97 · see citing works
Cleverley, K., Rowland, E., BENNETT, K. J., Jeffs, L. P., & Gore, D. M. (2018) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-018-1213-1 · Cited by 95 · see citing works
Lucchetti, G., & Lucchetti, A. L. G. (2016) · Archives of Gerontology and Geriatrics · doi:10.1016/j.archger.2016.09.003 · Cited by 92 · see citing works
A methodological checklist for fMRI drug cue reactivity studies: development and expert consensus
Ekhtiari, H., Zare-Bidoky, M., Sangchooli, A., Janes, A. C., Kaufman, M. J., Oliver, J. A., Prisciandaro, J. J., Wüstenberg, T., Anton, R. F., Bach, P., et al. (2022) · Nature Protocols · doi:10.1038/s41596-021-00649-4 · Cited by 89 · see citing works
Hu, Y., Yang, L., Cui, H., Wang, H., Li, C., & Tang, B.-J. (2022) · Sustainable Production and Consumption · doi:10.1016/j.spc.2022.08.009 · Cited by 92 · see citing works
Michie, S., Johnston, M., Rothman, A. J., de Bruin, M., Kelly, M. P., Carey, R., Bohlen, L. C., Groarke, H., Anderson, N., & Zink, S. (2021) · Health Services and Delivery Research · doi:10.3310/hsdr09010 · Cited by 81 · see citing works
The Definition of Paramedicine: An International Delphi Study
Williams, B. A., Beovich, B., & Olaussen, A. (2021) · Journal of Multidisciplinary Healthcare · doi:10.2147/jmdh.s347811 · Cited by 80 · see citing works
Severity Assessment in CDKL5 Deficiency Disorder
Demarest, S., Pestana‐Knight, E., Olson, H. E., Downs, J. A., Marsh, E. D., Kaufmann, W. E., Partridge, C., Leonard, H., Gwadry-Sridhar, F. H., Frame, K. E., et al. (2019) · Pediatric Neurology · doi:10.1016/j.pediatrneurol.2019.03.017 · Cited by 79 · see citing works
Noetel, M., Dawson, L., Hay, P., & Touyz, S. W. (2017) · International Journal of Eating Disorders · doi:10.1002/eat.22657 · Cited by 75 · see citing works
Yap, M. B. H., Mahtani, S., Rapee, R. M., Nicolas, C. C., Lawrence, K. A., Mackinnon, A. J., & Jorm, A. F. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9139 · Cited by 74 · see citing works
Self-citationUsing a Delphi study to clarify the landscape and core outcomes in environmental education
Clark, C. R., Heimlich, J. E., Ardoin, N. M., & Braus, J. A. (2020) · Environmental Education Research · doi:10.1080/13504622.2020.1727859 · Cited by 74 · see citing works
Mashour, G. A., Frank, L. B., Batthyány, A., Kolanowski, A. M., Nahm, M., Schulman‐Green, D., Greyson, B., Pakhomov, S., Karlawish, J. H., & Shah, R. C. (2019) · Alzheimer s & Dementia · doi:10.1016/j.jalz.2019.04.002 · Cited by 72 · see citing works
Post-traumatic Confusional State: A Case Definition and Diagnostic Criteria
Sherer, M., Katz, D. I., Bodien, Y. G., Arciniegas, D. B., Block, C. K., Blum, S., Doiron, M. J., Frey, K., Giacino, J. T., Graf, M. J. P., et al. (2020) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2020.06.021 · Cited by 72 · see citing works
Building a mental health literacy model and verbal scale for children: Results of a Delphi study
Bale, J., Grové, C., & Costello, S. (2019) · Children and Youth Services Review · doi:10.1016/j.childyouth.2019.104667 · Cited by 73 · see citing works
Global Climate Implications for Homelessness: A Scoping Review
Kidd, S. A., Greco, S., & McKenzie, K. J. (2020) · Journal of Urban Health · doi:10.1007/s11524-020-00483-1 · Cited by 71 · see citing works
Yap, M. B., Lawrence, K. A., Rapee, R. M., Cardamone-Breen, M. C., Green, J., & Jorm, A. F. (2017) · JMIR Mental Health · doi:10.2196/mental.8492 · Cited by 63 · see citing works
Self-citationDevelopment of suicide postvention guidelines for secondary schools: a Delphi study
Cox, G., Bailey, E., Jorm, A. F., Reavley, N. J., Templer, K., Parker, A. G., Rickwood, D., Bhar, S. S., & Robinson, J. (2016) · BMC Public Health · doi:10.1186/s12889-016-2822-6 · Cited by 67 · see citing works
Self-citationWaldrop, G. E., Doherty, M. C., Vitória, M., & Ford, N. P. (2016) · Tropical Medicine & International Health · doi:10.1111/tmi.12746 · Cited by 65 · see citing works
Applying Delphi method for strategic design of social entrepreneurship
Kavoura, A., & Andersson, T. (2016) · Library Review · doi:10.1108/lr-06-2015-0062 · Cited by 62 · see citing works
Links between behaviour change techniques and mechanisms of action: an expert consensus studyPreprint
Bohlen, L. C., Carey, R., de Bruin, M., Rothman, A. J., Johnston, M., Kelly, M. P., & Michie, S. (2018) · doi:10.31234/osf.io/fge86 · Cited by 62 · see citing works
Rochat, L., Maurage, P., Heeren, A., & Billieux, J. (2018) · Neuropsychology Review · doi:10.1007/s11065-018-9387-3 · Cited by 60 · see citing works
Ghanouni, P., Jarus, T., Zwicker, J. G., Lucyshyn, J. M., Mow, K., & Ledingham, A. (2018) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-018-3737-0 · Cited by 59 · see citing works
Lambert, T., Reavley, N. J., Jorm, A. F., & Browne, M. A. O. (2017) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867416686693 · Cited by 57 · see citing works
Self-citationGuidelines for the public on how to provide mental health first aid: narrative review
Jorm, A. F., & Ross, A. (2018) · BJPsych Open · doi:10.1192/bjo.2018.58 · Cited by 56 · see citing works
Self-citationSustainability of post-disaster and post-conflict sheltering in Africa: What matters?
Pomponi, F., Moghayedi, A., Alshawawreh, L., D’Amico, B., & Windapo, A. O. (2019) · Sustainable Production and Consumption · doi:10.1016/j.spc.2019.06.007 · Cited by 54 · see citing works
Elementos esenciales para elaborar un estudio con el método (e)Delphi
Romero‐Collado, À. (2020) · Enfermería Intensiva · doi:10.1016/j.enfi.2020.09.001 · Cited by 53 · see citing works
Chinese expert consensus on prevention and intervention for elderly with sarcopenia (2023)
Cui, H. L., Wang, Z., Wu, J., Liu, Y., Zheng, J., Xiao, W., He, P., Zhou, Y., Wang, J., Yu, P., et al. (2023) · Aging Medicine · doi:10.1002/agm2.12245 · Cited by 53 · see citing works
Charles, A., Nixdorf, R., Ibrahim, N., Meir, L. G., Mpango, R. S., Ngakongwa, F., Nudds, H., Pathare, S., Ryan, G. K., Repper, J., et al. (2021) · JMIR Mental Health · doi:10.2196/25528 · Cited by 52 · see citing works
Lee, J., & Ruggiero, E. D. (2022) · International Journal for Equity in Health · doi:10.1186/s12939-022-01684-7 · Cited by 52 · see citing works
Regan, M., Smolar, M., Burton, R., Clarke, Z. L., Sharpe, C., Henn, C., & Marsden, J. (2022) · The Lancet Public Health · doi:10.1016/s2468-2667(22)00137-2 · Cited by 52 · see citing works
Hung, K. K. C., Mashino, S., Chan, E. Y. Y., MacDermot, M. K., Balsari, S., Ciottone, G. R., Corte, F. D., Dell’Aringa, M. F., Egawa, S., Evio, B. D., et al. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18073382 · Cited by 52 · see citing works
McMaster, C. M., Wade, T. D., Franklin, J., & HART, S. G. E. (2020) · International Journal of Eating Disorders · doi:10.1002/eat.23330 · Cited by 51 · see citing works
Sleijser‐Koehorst, M. L. S., Bijker, L., Cuijpers, P. J., Scholten-Peeters, G. G. M., & Coppieters, M. W. (2018) · Pain · doi:10.1097/j.pain.0000000000001441 · Cited by 50 · see citing works
Davenport, L. J., Allisey, A., Page, K. M., LaMontagne, A. D., & Reavley, N. J. (2016) · International Journal of Workplace Health Management · doi:10.1108/ijwhm-01-2016-0001 · Cited by 48 · see citing works
The Development of Evidence-Based Classification of Vision Impairment in Judo: A Delphi Study
Krabben, K. J., Ravensbergen, R. H. J. C., Nakamoto, H., & Mann, D. L. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.00098 · Cited by 48 · see citing works
Bond, K. S., Cottrill, F. A., Blee, F., Kelly, C., Kitchener, B. A., & Jorm, A. F. (2019) · BMC Psychology · doi:10.1186/s40359-019-0310-3 · Cited by 47 · see citing works
Self-citationHart, L., & Wade, T. D. (2019) · International Journal of Eating Disorders · doi:10.1002/eat.23172 · Cited by 47 · see citing works
Kroshus, E., Cameron, K. L., Coatsworth, J. D., D’Lauro, C. J., Kim, E., Lee, K. J., Register‐Mihalik, J. K., Milroy, J. J., Roetert, E. P., Schmidt, J. D., et al. (2020) · British Journal of Sports Medicine · doi:10.1136/bjsports-2020-102185 · Cited by 47 · see citing works
Multimethod Support for Using the Big Five Framework to Organize Social and Emotional Skills
Walton, K. E., Murano, D. M., Burrus, J. T., & Casillas, A. (2021) · Assessment · doi:10.1177/10731911211045744 · Cited by 46 · see citing works
The definition of a community paramedic: An international consensus
Shannon, B., Baldry, S. L., O'Meara, P. F., Foster, N., Martin, A., Cook, M., Stewart, K., & Miles, A. K. (2023) · Paramedicine · doi:10.1177/27536386221148993 · Cited by 46 · see citing works
Strawbridge, R., McCrone, P., Ulrichsen, A., Zahn, R., Eberhard, J., Wasserman, D., Brambilla, P., Schiena, G., Hegerl, U., Balázs, J., et al. (2022) · European Psychiatry · doi:10.1192/j.eurpsy.2022.28 · Cited by 45 · see citing works
Avaliação Psicológica no Brasil e no Mundo
Bueno, J. M. H., & Peixoto, E. M. (2018) · Psicologia Ciência e Profissão · doi:10.1590/1982-3703000208878 · Cited by 43 · see citing works
Michalak, E. E., Suto, M., Barnes, S. J., Hou, S., Lapsley, S., Scott, M., Murray, G., Austin, J., Elliott, N. B., Berk, L., et al. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.06.057 · Cited by 43 · see citing works
Yotebieng, M., Brazier, E., Addison, D., Kimmel, A. D., Cornell, M., Keiser, O., Parcesepe, A. M., Onovo, A. A., Lancaster, K. E., Castelnuovo, B., et al. (2019) · Journal of the International AIDS Society · doi:10.1002/jia2.25218 · Cited by 42 · see citing works
Pilkington, P. D., Milne, L. C., Cairns, K., & Whelan, T. A. (2016) · BMC Psychiatry · doi:10.1186/s12888-016-0721-0 · Cited by 41 · see citing works
Manterola, C., & Otzen, T. (2017) · International Journal of Morphology · doi:10.4067/s0717-95022017000100013 · Cited by 41 · see citing works
A Consensus Definition of Misophonia: Using a Delphi Process to Reach Expert AgreementPreprint
Swedo, S. E., Baguley, D., Denys, D. A. J. P., Dixon, L. J., Erfanian, M., Fioretti, A. B., Jastreboff, P. J., Kumar, S., Rosenthal, M. Z., Rouw, R., et al. (2021) · medRxiv · doi:10.1101/2021.04.05.21254951 · Cited by 41 · see citing works
Robinson, J., Thorn, P., McKay, S., Hemming, L., Battersby-Coulter, R., Cooper, C., Veresova, M., Li, A. Y. C., Reavley, N. J., Rice, S., et al. (2023) · PLoS ONE · doi:10.1371/journal.pone.0289494 · Cited by 40 · see citing works
Development of a non‐pharmacologic delirium management bundle in paediatric intensive care units
Stenkjær, R. L., Herling, S. F., Egerod, I., Weis, J., van Dijk, M., Kudchadkar, S. R., Ramelet, A., & Ista, E. (2022) · Nursing in Critical Care · doi:10.1111/nicc.12809 · Cited by 40 · see citing works
Essential elements to elaborate a study with the (e)Delphi method
Romero‐Collado, À. (2021) · Enfermería Intensiva (English ed ) · doi:10.1016/j.enfie.2020.09.003 · Cited by 39 · see citing works
Uncertainty quantification of CO2 emissions from China's civil aviation industry to 2050
Yang, L., Hu, Y., Wang, H., Li, C., Tang, B.-J., Wang, B., & Cui, H. (2023) · Journal of Environmental Management · doi:10.1016/j.jenvman.2023.117624 · Cited by 39 · see citing works
Fletcher‐Brown, J., Pereira, V. E., & Nyadzayo, M. W. (2017) · Journal of Business Research · doi:10.1016/j.jbusres.2017.05.031 · Cited by 39 · see citing works
Mitchell, S., Shannon, C., Mulholland, C. C., & Hanna, D. (2020) · Early Intervention in Psychiatry · doi:10.1111/eip.13068 · Cited by 38 · see citing works
Schlegel, L. E., Ho, M., Fields, J. M., Backlund, E., Pugliese, R., & Shine, K. M. (2022) · BMC Medical Education · doi:10.1186/s12909-022-03581-7 · Cited by 38 · see citing works
Considerations when providing mental health first aid to an LGBTIQ person: a Delphi study
Bond, K. S., Jorm, A. F., Kelly, C. M., Kitchener, B. A., Morris, S. L., & Mason, R. J. (2017) · Advances in Mental Health · doi:10.1080/18387357.2017.1279017 · Cited by 36 · see citing works
Self-citationA narrative literature review of child-focused mental health literacy attributes and scales
Bale, J., Grové, C., & Costello, S. (2018) · Mental Health & Prevention · doi:10.1016/j.mhp.2018.09.003 · Cited by 37 · see citing works
Patient-Centered Risk Assessment in Implant Treatment Planning
Curtis, D., Lin, G., Fishman, A., Sadowsky, S. J., Daubert, D. M., Kapila, Y. L., Sharma, A. B., Conte, G. J., Yonemura, C. Y., Marinello, C. P., et al. (2019) · The International Journal of Oral & Maxillofacial Implants · doi:10.11607/jomi.7025 · Cited by 36 · see citing works
Guideline for incorporating the Delphi method in the evaluation of nursing theories
Borel, M. G. C., Lopes, R. O. P., Thofehrn, M. B., da Nóbrega, M. M. L., Arreguy-Sena, C., & Brandão, M. A. G. (2021) · Revista Latino-Americana de Enfermagem · doi:10.1590/1518-8345.4157.3387 · Cited by 36 · see citing works
Solutions for counteracting human deception in social engineering attacks
Campbell, C. C. (2019) · Information Technology & People · doi:10.1108/itp-12-2017-0422 · Cited by 42 · see citing works
Providing mental health first aid in the workplace: a Delphi consensus study
Bovopoulos, N., Jorm, A. F., Bond, K. S., LaMontagne, A. D., Reavley, N. J., Kelly, C. M., Kitchener, B. A., & Martin, A. J. (2016) · BMC Psychology · doi:10.1186/s40359-016-0148-x · Cited by 34 · see citing works
Self-citationMinimum and optimal numbers of psychiatric beds: expert consensus using a Delphi process
Mundt, A. P., Rozas-Serri, E., Irarrázaval, M., O’Reilly, R., Allison, S. C., Bastiampillai, T. J., Musisi, S., Kagee, A., Голенков, А. В., El‐Khoury, J., et al. (2022) · Molecular Psychiatry · doi:10.1038/s41380-021-01435-0 · Cited by 35 · see citing works
Virtual hospitals: The future of the healthcare system? An expert consensus
Bidoli, C., Pegoraro, V., Mas, F. D., Bagnoli, C., Bert, F., Bonin, M., Butturini, G., Cobianchi, L., Cordiano, C., Minto, G., et al. (2023) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x231173006 · Cited by 37 · see citing works
Krysinska, K. E., Ozols, I., Ross, A., Andriessen, K., Banfield, M., McGrath, M. O., Edwards, B., Hawgood, J. L., Kõlves, K., Ross, V. L., et al. (2023) · BMC Psychiatry · doi:10.1186/s12888-023-04973-9 · Cited by 38 · see citing works
Courtney, D., Duda, S. J., Szatmári, P., Henderson, J. L., & BENNETT, K. J. (2018) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.12466 · Cited by 34 · see citing works
Investigating Characteristics of Quality Peer Mentors With Spinal Cord Injury
Gainforth, H. L., Giroux, E. E., Shaw, R. B., Casemore, S., Clarke, T., McBride, C. B., Garnett, C. V., & Sweet, S. N. (2019) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2019.04.019 · Cited by 34 · see citing works
Filia, K., Jackson, H. J., Cotton, S., & Killackey, E. J. (2019) · International Journal of Social Psychiatry · doi:10.1177/0020764019852657 · Cited by 36 · see citing works
The drama therapy core processes: A Delphi study establishing a North American perspective
Frydman, J. S., Cook, A., Armstrong, C. R., Rowe, C., & Kern, C. (2022) · The Arts in Psychotherapy · doi:10.1016/j.aip.2022.101939 · Cited by 34 · see citing works
- Authors
- Jorm, A. F.
- Affiliations
- The University of Melbourne (AU)
- Corresponding author
- Jorm, Anthony F
- ORCID
- Jorm, Anthony F
- Venue
- Australian & New Zealand Journal of Psychiatry
- Publisher
- SAGE Publications
- Published
- 2015-08-21
- Volume
- 49
- Issue
- 10
- Pages
- 887-897
- ISSN
- 0004-8674 (ISSN-L)
- 1440-1614
- OpenAlex
- W2111751736
- Cited by
- 765
- References
- 55
- Citations by year
- 2026: 81 · 2025: 109 · 2024: 115 · 2023: 82 · 2022: 93 · 2021: 80 · 2020: 67 · 2019: 58 · 2018: 40 · 2017: 20 · 2016: 18 · 2015: 1
- FWCI
- 10.69
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Locations
- Australian & New Zealand Journal of Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Minerva Access (University of Melbourne) (submittedVersion)
- Funders
- National Health and Medical Research Council
- Topics
- Social Sciences › Sociology and Political Science › Delphi Technique in Research
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Reliability and Agreement in Measurement
- Social Sciences › Education › Health Education and Validation
- Keywords
- Delphi method, expert consensus, mental health research, wisdom of crowds, suicide prevention, research prioritization, relapse definition
- MeSH terms
- Consensus Development Conferences as Topic, Consensus Statements as Topic, Delphi Technique, Humans, Mental Health, Consensus, Biomedical Research
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