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Guidelines for reporting meta-epidemiological methodology research
Open accessAbstract
Published research should be reported to evidence users with clarity and transparency that facilitate optimal appraisal and use of evidence and allow replication by other researchers. Guidelines for such reporting are available for several types of studies but not for meta-epidemiological methodology studies. Meta-epidemiological studies adopt a systematic review or meta-analysis approach to examine the impact of certain characteristics of clinical studies on the observed effect and provide empirical evidence for hypothesised associations. The unit of analysis in meta-epidemiological studies is a study, not a patient. The outcomes of meta-epidemiological studies are usually not clinical outcomes. In this guideline, we adapt items from the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) to fit the context of meta-epidemiological studies.
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“Results are reported according to the said guidelines [22], which include an adapted PRISMA statement [26].”
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“However, a risk-of-bias assessment was not completed because bias was not pertinent to this review’s research question, as per the meta-epidemiologic study guidelines by Murad and Wang [22].”
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“6–8 In this guide, we adapt the items used in the PRISMA statement 9 for reporting systematic reviews and meta-analysis to fit the setting of meta-epidemiological studies.”
MethodPanic, N., Leoncini, E., de Belvis, G., Ricciardi, W., & Boccia, S. (2013) · PLoS ONE · doi:10.1371/journal.pone.0083138 · Cited by 883 · cited 1×
“Evaluation of the instructions given to authors shows that PRISMA guidance was referenced only in 13% of gastroenterology and hepatology journals.(20) Here, we have proposed a reporting guideline to be used when publishing meta-epidemiological research.”
MethodEnhancing the quality and transparency of health research
Groves, T. (2008) · British medical journal · doi:10.1136/bmj.a718 · Cited by 727
Rating the certainty in evidence in the absence of a single estimate of effect
Murad, M. H., Mustafa, R. A., Schünemann, H. J., Sultan, S., & Santesso, N. (2017) · Evidence Based Medicine · doi:10.1136/ebmed-2017-110668 · Cited by 717 · cited 1×
“Investigators should, however, inform readers of their certainty in the results, even if this was determined narratively 16 because formal approaches 15 are intended to rate the certainty of evidence about interventions.”
BackgroundSavović, J., Jones, H., Altman, D., Harris, R., Jűni, P., Pildal, J., Als-Nielsen, B., Balk, E., Gluud, C., Gluud, L., et al. (2012) · Health Technology Assessment · doi:10.3310/hta16350 · Cited by 668
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“41) compared with blinded trials.(11) A third example is a study that explored the effect of trials stopped early for benefit on future research.”
BackgroundMurad, M. H., Montori, V. M., Ioannidis, J. P. A., Jaeschke, R., Devereaux, P. J., Prasad, K., Neumann, I., Carrasco-Labra, A., Agoritsas, T., Hatala, R., et al. (2014) · JAMA · doi:10.1001/jama.2014.5559 · Cited by 454 · cited 2×
“The quality of evidence is a highly important step in a systematic review reporting on a treatment effect 15 and is critical for decision making but also may not be relevant to a meta-epidemiological study.”
BackgroundRandomisation to protect against selection bias in healthcare trials
Odgaard-Jensen, J., Vist, G. E., Timmer, A., Kunz, R., Akl, E. A., Schünemann, H., Briel, M., Nordmann, A. J., Pregno, S., & Oxman, A. D. (2011) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.mr000012.pub3 · Cited by 439 · cited 2×
“For example, the meta-epidemiological study showing that trials with inadequate allocation concealment yielded larger estimates of effects (relative to trials with adequate allocation concealment) does not necessarily have to describe patients’ characteristics or comorbidities in each individual trial.(10) Publication…”
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Thompson, M., den Bruel, A. V., Verbakel, J. Y. J., Lakhanpaul, M., Haj-Hassan, T. A., Stevens, R., Moll, H. A., Buntinx, F., Berger, M. Y., Aertgeerts, B., et al. (2012) · Health Technology Assessment · doi:10.3310/hta16150 · Cited by 324
Cited by
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Items 101–200 of 514
Anderson, J. M., Howard, C., Hardin, J., Phelps, C. R., Hanson, C. D., Anderson, R. M., Vassar, M. B., & Checketts, J. X. (2022) · Journal of Shoulder and Elbow Surgery · doi:10.1016/j.jse.2022.06.021 · Cited by 11
Addeo, A., Weiss, G. J., & Gyawali, B. (2019) · JAMA Network Open · doi:10.1001/jamanetworkopen.2019.3684 · Cited by 12
Sex as an effect modifier in the association between alcohol intake and gastric cancer risk
Bae, J. (2021) · World Journal of Gastrointestinal Oncology · doi:10.4251/wjgo.v13.i5.453 · Cited by 12
Rowhani-Farid, A., Hong, K., Grewal, M., Reynolds, J., Zhang, A. D., Wallach, J. D., & Ross, J. S. (2022) · BMJ Evidence-Based Medicine · doi:10.1136/bmjebm-2022-111989 · Cited by 11
Completeness of reporting in systematic reviews and meta-analyses in vascular surgery
Javidan, A. P., Alaichi, J., Nassar, Y., Li, A., Balta, K. Y., & Naji, F. N. (2023) · Journal of Vascular Surgery · doi:10.1016/j.jvs.2023.04.009 · Cited by 11
Language bias in orthodontic systematic reviews: A meta-epidemiological study
Mheissen, S., Spineli, L. M., Daraqel, B., & Alsafadi, A. S. (2024) · PLoS ONE · doi:10.1371/journal.pone.0300881 · Cited by 13
Nagavci, B., Gáspár, Z., & Lakatos, B. (2025) · BMC Medical Research Methodology · doi:10.1186/s12874-025-02534-0 · Cited by 11
“This methodological study was reported in accordance with guidelines for reporting meta-epidemiological research [10, 11].”
Bae, J. (2020) · Dementia and Neurocognitive Disorders · doi:10.12779/dnd.2020.19.3.108 · Cited by 12
Speich, B., Logullo, P., Deuster, S., Marian, I. R., Moschandreas, J. A., Heravi, A. T., Gloy, V., Briel, M., & Hopewell, S. (2020) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2020.11.007 · Cited by 11
“This study was written in adherence to the Guidelines for reporting meta-epidemiological methodology research’’ [14] and Good practice in the conduct and reporting of survey research’’ [15] (see supplementary file).”
MethodWise, A., Mannem, D., Anderson, J. M., Weaver, M., Hartwell, M. L., & Vassar, M. B. (2021) · Journal of Glaucoma · doi:10.1097/ijg.0000000000001798 · Cited by 11
“The investigators analyzed the full-text of each SR for the following characteristics: (1) PubMed identification number and/or DOI; (2) journal name; (3) publication date; (4) author names; (5) treatment interventions being compared; (6) author institutional affiliation(s); (7) author country affiliation; (8) funding…”
BackgroundWang, H., Song, J., Lin, Y., Dai, W., Gao, Y., Qin, L., Chen, Y., Tam, W., Wu, X., & Chung, V. C. (2022) · BMC Medical Research Methodology · doi:10.1186/s12874-022-01650-5 · Cited by 11
Bai, A. D., Jiang, Y., Nguyen, D. L., Lo, C. K. L., Stefanova, I. Z., Guo, K., Wang, F., Zhang, C., Sayeau, K., Garg, A., et al. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2022.53301 · Cited by 13
Evans, S., Rauh, S. L., Jellison, S., Diener, B., Agha, R., & Vassar, M. B. (2020) · Aesthetic Surgery Journal · doi:10.1093/asj/sjaa166 · Cited by 10
Methods used to assess outcome consistency in clinical studies: A literature-based evaluation
Rogozińska, E., Gargon, E., Olmedo‐Requena, R., Asour, A., Cooper, N. A. M., Vale, C. L., & Hooft, J. V. ’. (2020) · PLoS ONE · doi:10.1371/journal.pone.0235485 · Cited by 13
“[24] Our methods heavily borrow from a systematic review process; however, our work is not a systematic review and should not be judged like one.”
MethodSiedler, M. R., Lamadrid, P., Humphries, M. N., Mustafa, R. A., Falck-Ytter, Y. T., Dahm, P., Sultan, S., Murad, M. H., & Morgan, R. L. (2020) · Applied Physiology, Nutrition, and Metabolism · doi:10.1139/apnm-2020-0378 · Cited by 12
Bae, J., & Shim, S. R. (2020) · Asian Pacific Journal of Cancer Prevention · doi:10.31557/apjcp.2020.21.9.2793 · Cited by 11
Rauh, S. L., Turner, D., Jellison, S., Allison, D. B., Fugate, C. S., Foote, G., & Vassar, M. B. (2020) · Obesity · doi:10.1002/oby.23054 · Cited by 11
“We have also consulted the reporting guidelines developed by Murad and Wang (11) when drafting the manuscript.”
MethodStatistical testing against baseline in orthodontic research: a meta-epidemiologic study
Gratsia, S., Koletsi, D., Fleming, P. S., & Pandis, N. (2018) · European Journal of Orthodontics · doi:10.1093/ejo/cjy029 · Cited by 11
Registration Practices of Randomized Clinical Trials in Rhinosinusitis
Ross, A., George, D., Wayant, C., Hamilton, T., & Vassar, M. B. (2019) · JAMA Otolaryngology–Head & Neck Surgery · doi:10.1001/jamaoto.2019.0145 · Cited by 10
Ferrell, S. C., Demla, S., Anderson, J. M., Weaver, M., Torgerson, T., Hartwell, M. L., & Vassar, M. B. (2021) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2021.108598 · Cited by 10
Seehra, J., Bertl, K., Faggion, C. M., & Pandis, N. (2021) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2021.10.016 · Cited by 10
Silva, F. M., Adegboye, A. R. A., Lachat, C. K., Curioni, C. C., Gomes, F. D. S., Collins, P. G. S., Kac, G., de Beyer, J. A., Cook, J. A., Ismail, L. C., et al. (2023) · JMIR Research Protocols · doi:10.2196/43537 · Cited by 10
“Both meta-research studies will be reported according to the PRISMA adaptation for meta-epidemiological methodology research [51].”
MethodSystematic Review of Women Leading and Participating in Nephrology Randomized Clinical Trials
Lodhi, S., Kibret, T. C., Mangalgi, S., Reid, L., Noel, A., Syed, S., Beauregard, N., Dhaliwal, S., Hussain, J., Vinson, A. J., et al. (2024) · Kidney International Reports · doi:10.1016/j.ekir.2024.01.031 · Cited by 11
“21,22 Eligibility Criteria We included RCTs published between January 1, 2011, and December 31, 2021, in high-impact journals from general medicine, nephrology, and kidney transplantation.”
Kataoka, Y., Luo, Y., Chaimani, A., Ōnishi, A., Kimachi, M., Tsujimoto, Y., Murad, M. H., Li, T., Cipriani, A., & Furukawa, T. A. (2020) · Archives of Osteoporosis · doi:10.1007/s11657-020-0697-8 · Cited by 11
Evaluation of reproducible and transparent research practices in pulmonology
Smith, C., Nolan, J., Tritz, D., Heavener, T. E., Pelton, J., Cook, K., & Vassar, M. B. (2020) · Pulmonology · doi:10.1016/j.pulmoe.2020.07.001 · Cited by 10
“Data availability was the primary outcome due to its importance for study reproducibility.(9) The population size of studies published in MEDLINE-indexed journals from which we selected our random sample was 299,255 with a hypothesized frequency of 18.”
BackgroundBührer, J., Giovane, C. D., Gencer, B., Adam, L., Lyko, C., Feller, M., da Costa, B. R., Aujesky, D., Bauer, D. C., Rodondi, N., et al. (2023) · Mayo Clinic Proceedings Innovations Quality & Outcomes · doi:10.1016/j.mayocpiqo.2023.04.010 · Cited by 8
Ying, X., Robinson, K. A., & Ehrhardt, S. (2023) · BMJ Evidence-Based Medicine · doi:10.1136/bmjebm-2023-112358 · Cited by 9
Stadelmaier, J., Beyerbach, J., Roux, I., Harms, L., Eble, J., Nikolakopoulou, A., & Schwingshackl, L. (2024) · European Journal of Epidemiology · doi:10.1007/s10654-023-01058-5 · Cited by 9
Tarakji, Z., Kanaan, A., Saadi, S. M., Firwana, M., Allababidi, A. K., Abusalih, M. E., Basmaci, R., Rajjo, T. I., Wang, Z., Murad, M. H., et al. (2024) · BMC Medical Research Methodology · doi:10.1186/s12874-024-02372-6 · Cited by 10
“This study is reported in accordance with the guidelines of methodological research [9] and the LLM-SR framework for integrating large language models into systematic reviews [8].”
MethodDuan, Y., Zhao, P., Liu, S., Wu, S., Deng, Y., Xu, Z., Li, X., Shi, L., Wu, Y., Cai, Y., et al. (2025) · BMJ Evidence-Based Medicine · doi:10.1136/bmjebm-2024-113497 · Cited by 9
Bröckelmann, N., Stadelmaier, J., Harms, L., Kubiak, C., Beyerbach, J., Wolkewitz, M., Meerpohl, J. J., & Schwingshackl, L. (2022) · BMC Medicine · doi:10.1186/s12916-022-02559-y · Cited by 10
“Methods The sample of this empirical study was based on a large meta-epidemiological study [7], which was planned, written, and reported in adherence to current guidance for meta-epidemiological methodology research [8].”
MethodQuality of observational studies of clinical interventions: a meta-epidemiological review
Grosman, S., & Scott, I. A. (2022) · BMC Medical Research Methodology · doi:10.1186/s12874-022-01797-1 · Cited by 9
“In reporting this study, we applied the guidelines for meta-epidemiological methodology research proposed by Murad and Young [16].”
MethodMurad, M. H., Chu, H., Wang, Z., & Lin, L. (2024) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2024.111327 · Cited by 9
Wang, Z., Alahdab, F., Farah, M. H., Seisa, M. O., Firwana, M., Rajjoub, R., Saadi, S. M., Jawaid, T., Nayfeh, T., & Murad, M. H. (2021) · BMJ Evidence-Based Medicine · doi:10.1136/bmjebm-2021-111667 · Cited by 9
Quality of reporting in chiropractic mixed methods research: a methodological review protocol
Emary, P. C., Stuber, K. J., Mbuagbaw, L. C. E., Oremus, M., Nolet, P. S., Nash, J., Bauman, C. A., Ciraco, C., Couban, R., & Busse, J. W. (2021) · Chiropractic & Manual Therapies · doi:10.1186/s12998-021-00395-0 · Cited by 9
Hartwell, M. L., Lin, V., Hester, M., Sajjadi, N. B., Dunn, K., Morris, J., & Witkiewitz, K. (2022) · Journal of Addiction Medicine · doi:10.1097/adm.0000000000000960 · Cited by 9
Bae, J. (2020) · Asian Pacific Journal of Cancer Prevention · doi:10.31557/apjcp.2020.21.6.1829 · Cited by 9
“As the main aim of meta-epidemiological study is to evaluate problems associated with errors that can occur while performing a systematic review (Bae, 2014), the subjects of analysis in meta-epidemiological study are original articles selected in systematic reviews (Murad and Wang, 2017).”
BackgroundReddy, A. K., Lulkovich, K., Ottwell, R., Arthur, W., Bowers, A., Al-Rifai, S., Cook, K., Wright, D., Hartwell, M. L., & Vassar, M. B. (2020) · Sexual Medicine · doi:10.1016/j.esxm.2020.10.012 · Cited by 9
Beck, A., Hamel, C., Thuku, M., Esmaeilisaraji, L., Bennett, A., Shaver, N., Skidmore, B., Colman, I., Grigoriadis, S., Nicholls, S. G., et al. (2022) · Research Square · doi:10.21203/rs.3.rs-1693696/v1 · Cited by 9
Innocenti, T., Hayden, J. A., Salvioli, S., Giagio, S., Piano, L., Cosentino, C., Brindisino, F., Feller, D., Ogilvie, R., Gianola, S., et al. (2023) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2023.09.001 · Cited by 8
Innocenti, T., Schleimer, T., Salvioli, S., Giagio, S., Ostelo, R., & Chiarotto, A. (2023) · Journal of physiotherapy · doi:10.1016/j.jphys.2023.11.007 · Cited by 8
Goodman, L., Reis, T., Zhang, J. H., Yusufu, M., Turnbull, P., Silwal, P. R., Kang, M., Safi, S., Yee, H., Kitema, G. F., et al. (2024) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2024.111444 · Cited by 8
“Incomplete reporting is a known challenge for authors of methodological reviews [37], and in eye health surveys [38], and while extensions to the STROBE reporting guidelines for eye health surveys [4] and equity [39] will assist future analyses, incomplete reporting will have impacted our results.”
Sherry, A. D., Msaouel, P., & Ludmir, E. B. (2024) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2024.111540 · Cited by 8
Petri, F., Mahmoud, O. K., Zein, S. E., Alavi, S. M. A., Passerini, M., Diehn, F. E., Verdoorn, J. T., Tande, A. J., Nassr, A. N., Freedman, B. A., et al. (2024) · The Spine Journal · doi:10.1016/j.spinee.2024.09.018 · Cited by 8
Geraci, I., Bargeri, S., Basso, G., Castellini, G., Chiarotto, A., Gianola, S., Ostelo, R., Testa, M., & Innocenti, T. (2025) · BMJ Evidence-Based Medicine · doi:10.1136/bmjebm-2024-113235 · Cited by 8
“15 Since the specific reporting checklist for meta-research studies is under development, 16 we used the guidelines for reporting meta-epidemiological research 17 (online supplemental file 1 - tab.”
Yuan, M., Wu, J., Li, A., Gallo, L., Chin, B., Murphy, J., Coroneos, C., Voineskos, S., & Thoma, A. (2022) · Plastic and Reconstructive Surgery · doi:10.1097/prs.0000000000009937 · Cited by 6
Ben‐Porat, T., Yousefi, R., Stojanovic, J., Boucher, V. G., Fortin, A., Lavoie, K., & Bacon, S. (2024) · International Journal of Obesity · doi:10.1038/s41366-024-01506-6 · Cited by 8
Bautista-Orduno, K. G., Dorsey-Treviño, E. G., González‐González, J. G., Castillo-Gonzalez, D. A., García-Leal, M., Raygoza-Cortez, K., Gionfriddo, M. R., & Rodríguez‐Gutiérrez, R. (2020) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2020.02.010 · Cited by 8
Evaluation of spin in the abstracts of emergency medicine systematic reviews and meta-analyses
Ferrell, M. C., Schell, J., Ottwell, R., Arthur, W., Bickford, T., Gardner, G., Goodrich, W., Platts‐Mills, T. F., Hartwell, M. L., Sealey, M., et al. (2021) · European Journal of Emergency Medicine · doi:10.1097/mej.0000000000000864 · Cited by 8
Transparent and Reproducible Research Practices in the Surgical Literature
Hughes, T., Niemann, A., Tritz, D., Boyer, K., Robbins, H. I., & Vassar, M. B. (2022) · Journal of Surgical Research · doi:10.1016/j.jss.2021.09.024 · Cited by 8
Bijle, M. N., Ekambaram, M., Lo, E. C. M., & Yiu, C. K. Y. (2018) · Journal of Evidence Based Dental Practice · doi:10.1016/j.jebdp.2018.06.008 · Cited by 8
Bae, J. (2021) · World Journal of Diabetes · doi:10.4239/wjd.v12.i6.908 · Cited by 8
Sensever, F. D. A., Alves, C. P. D. L., Lima, G. D. S., Loomans, B. A. C., Opdam, N. J. M., & Pereira‐Cenci, T. (2022) · Journal of Dentistry · doi:10.1016/j.jdent.2022.104282 · Cited by 7
Pensier, J., Caumia-Baillenx, C. D., Caumia-Baillenx, A. D., Lakbar, I., Carr, J., Griffiths, K., Costa, D., Capdevila, M., Jaber, S., & JONG, A. D. (2025) · Critical Care · doi:10.1186/s13054-025-05627-w · Cited by 7
“We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement adapted for meta-epidemiological studies [13].”
Bally, S., Cottin, J., Gagnieu, M., Lega, J., Verstuyft, C., Rheims, S., Lesca, G., Cucherat, M., & Grenet, G. (2022) · PLoS ONE · doi:10.1371/journal.pone.0278839 · Cited by 7
Wang, Z., Alzuabi, M. A., Morgan, R. L., Mustafa, R. A., Falck-Ytter, Y. T., Dahm, P., Sultan, S., & Murad, M. H. (2023) · BMJ Evidence-Based Medicine · doi:10.1136/bmjebm-2022-112053 · Cited by 7
Weygandt, J., Moody, M., Sajjadi, N. B., Greiner, B. H., Ford, A. I., Mazur, A., & Hartwell, M. L. (2023) · Journal of Traumatic Stress · doi:10.1002/jts.22911 · Cited by 7
Heigle, B., Shepard, S., Anderson, J. M., Weaver, M., Hartwell, M. L., & Vassar, M. B. (2021) · Osteoarthritis and Cartilage Open · doi:10.1016/j.ocarto.2021.100142 · Cited by 7
“While drafting this paper, we referred to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) [14] and Murad and Wang’s guidelines for meta-epidemiological studies [15].”
MethodLin, V., Patel, R., Wirtz, A., Mannem, D., Ottwell, R., Arthur, W., Cook, C., Howard, H., Wright, D., Hartwell, M. L., et al. (2021) · Dermatology · doi:10.1159/000515299 · Cited by 8
Agbadjé, T. T., Riganti, P., Adisso, É. L., Adekpedjou, R., Boucher, A., Nunciaroni, A. T., Franco, J. V. A., Yanzi, M. V. R., & Légaré, F. (2022) · PLoS ONE · doi:10.1371/journal.pone.0265401 · Cited by 7
Black representation in critical care randomized controlled trials: a meta-epidemiological study
Youmbi, C. T., Gilman, T. J., Siani, I. N., Olaye, I.-E., Popoola, A., Yahya, S. A., Kyeremanteng, K., Gandotra, S., Casey, J. D., Semler, M. W., et al. (2023) · Canadian Journal of Anesthesia/Journal canadien d anesthésie · doi:10.1007/s12630-023-02462-x · Cited by 9
Wang, Z., Nayfeh, T., Sofiyeva, N., Ponte, O. J., Rajjoub, R., Malandris, K., Seisa, M. O., Chu, H., & Murad, M. H. (2020) · Journal of General Internal Medicine · doi:10.1007/s11606-020-05821-2 · Cited by 8
Evaluation of Spin in the Abstracts of Systematic Reviews and Meta-Analyses Focused on Tinnitus
Rucker, B., Umbarger, E. M., Ottwell, R., Arthur, W., Brame, L. S., Woodson, E., Wright, D., Hartwell, M. L., Khojasteh, J., & Vassar, M. B. (2021) · Otology & Neurotology · doi:10.1097/mao.0000000000003178 · Cited by 7
“The drafting of the article followed compatible reporting guidelines, specifically, the Murad and Wang’s (11) guideline for meta-epidemiological studies and the Preferred Reporting Items for Systematic Reviews and MetaAnalyses (PRISMA) (12).”
MethodAlves, C. P. D. L., Vetromilla, B. M., Moreno, L. B., Helal, L. C. A. S., Sarkis‐Onofre, R., & Pereira‐Cenci, T. (2022) · Clinical Implant Dentistry and Related Research · doi:10.1111/cid.13067 · Cited by 7
Stadelmaier, J., Bantle, G., Gorenflo, L., Kiesswetter, E., Nikolakopoulou, A., & Schwingshackl, L. (2025) · BMC Medicine · doi:10.1186/s12916-025-03860-2 · Cited by 6
“This meta-epidemiological study adheres to the Preferred Reporting Items for Systematic Reviews and Meta-Anal-yses (PRISMA 2020) [15] and guidelines for meta-epide-miological research [16].”
Banerjee, A., & Rafi, I. (2025) · Journal of Surgical Research · doi:10.1016/j.jss.2025.06.030 · Cited by 6
Chapman, S. J., Dossa, F., de Groof, E. J., Keane, C., van Ramshorst, G. H., & Smart, N. J. (2022) · Learned Publishing · doi:10.1002/leap.1463 · Cited by 6
Song, H., Li, N., Yang, W., Wu, M., Liao, X., & Zhang, Y. (2022) · Integrative Medicine Research · doi:10.1016/j.imr.2022.100889 · Cited by 6
McKechnie, T., Kazi, T., Wang, A., Zhang, S., Thabane, A., Nanji, K., Staibano, P., Park, L. J., Doumouras, A. G., Eskicioglu, C., et al. (2024) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2024.111335 · Cited by 6
Silva, S., Singh, S., Kashif, S., Ogilvie, R., Pinto, R. Z., & Hayden, J. A. (2024) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2024.111568 · Cited by 12
Tsuge, T., Yamamoto, N., Tomita, Y., Hagiyama, A., Shiratsuchi, D., Kato, Y., Taito, S., & Yorifuji, T. (2025) · Physical Therapy · doi:10.1093/ptj/pzaf032 · Cited by 11
Evaluating the reproducibility of research in obstetrics and gynecology
Rauh, S. L., Bowers, A., Rorah, D., Tritz, D., Pate, H., Frye, L., & Vassar, M. B. (2021) · European Journal of Obstetrics & Gynecology and Reproductive Biology · doi:10.1016/j.ejogrb.2021.12.021 · Cited by 6
Schwingshackl, L., Bröckelmann, N., Beyerbach, J., Werner, S. S., Zähringer, J., Schwarzer, G., & Meerpohl, J. J. (2022) · Advances in Nutrition · doi:10.1093/advances/nmac042 · Cited by 6
Khan, T., Khalid, M., Dunford, B., Nguyen, T., Wise, A., Heigle, B., Shepard, S., Kee, M. D., Hillman, C., Ottwell, R., et al. (2022) · Multiple Sclerosis and Related Disorders · doi:10.1016/j.msard.2022.103819 · Cited by 6
Gallo, L., Yuan, M., Gallo, M., Chin, B. H., Huynh, M. N. Q., McRae, M. H., McRae, M. C., Coroneos, C. J., Thoma, A., & Voineskos, S. H. (2022) · Aesthetic Surgery Journal · doi:10.1093/asj/sjac109 · Cited by 6
Miranda, J. S., Abbade, L. P. F., Abbade, J. F., Thabane, L., Mbuagbaw, L. C. E., Pascon, G. C., Campanili, T. C. G. F., Santos, L. P., & Santos, V. L. C. D. G. (2023) · International Wound Journal · doi:10.1111/iwj.14351 · Cited by 6
Someko, H., Yamamoto, N., Ito, T., Suzuki, T., Tsuge, T., Yabuzaki, H., Dohi, E., & Kataoka, Y. (2024) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2024.111302 · Cited by 6
Silva, F. M., Adegboye, A. R. A., Curioni, C. C., Gomes, F. D. S., Collins, P. G. S., Kac, G., de Beyer, J. A., Cook, J. A., Ismail, L. C., Page, M. J., et al. (2022) · BMJ Open · doi:10.1136/bmjopen-2022-064744 · Cited by 6
Garrett, M., Koochin, T., Ottwell, R., Arthur, W., Rogers, T., Hartwell, M. L., Chen, E., Ford, A. I., Wright, D., Sealey, M., et al. (2021) · Tobacco Prevention & Cessation · doi:10.18332/tpc/134238 · Cited by 6
Nagavci, B., Schwingshackl, L., Martín‐Loeches, I., & Lakatos, B. (2024) · PLoS ONE · doi:10.1371/journal.pone.0306098 · Cited by 5
“This meta-epidemiological study is designed and reported in accordance with guidelines for reporting meta-epidemiological research [14].”
MethodLong, Y., Zheng, Y., Wang, X., Qiong, G., Zhang, N., Deng, Y., Tang, R., Li, Z., & Du, L. (2024) · Systematic Reviews · doi:10.1186/s13643-024-02661-7 · Cited by 6
“In response to these limitations, guidelines for reporting meta-epidemiological methodology research were published in 2017, with the aim of improving the trans-parency and clarity [8].”
MethodKhan, A., Nguyen, T., Dunford, B., Khan, T., Khalid, M., Hillman, C., Shepard, S., Kee, M. D., Roberts, W., Terrell, A., et al. (2025) · Pain and Therapy · doi:10.1007/s40122-025-00766-y · Cited by 5
“This type of study design can be used to assess the adherence of RCTs to the CONSORT-PRO extension [7].”
Yamamoto, N., Taito, S., Miura, T., Ariie, T., Tomita, Y., Ogihara, H., Shiratsuchi, D., Yorifuji, T., & Tsujimoto, Y. (2023) · Journal of Clinical Medicine · doi:10.3390/jcm12227031 · Cited by 5
“This cross-sectional meta-epidemiological study was registered with osf.io (https://osf. io/z63ye (accessed on 8 October 2023)), and we followed the reporting guidelines [12].”
MethodGianola, S., Guida, S., Ravot, G., Lunny, C., Bargeri, S., & Castellini, G. (2025) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2025.111783 · Cited by 5
Emary, P. C., Stuber, K. J., Mbuagbaw, L. C. E., Oremus, M., Nolet, P. S., Nash, J., Bauman, C. A., Ciraco, C., Couban, R., & Busse, J. W. (2022) · Research Publications (Maastricht University) · Cited by 5
Batioja, K., Peña, A. M., Smith, C., Minley, K., Wise, A., Shepard, S., Heigle, B., Ottwell, R., Hartwell, M. L., & Vassar, M. B. (2022) · Women s Health Issues · doi:10.1016/j.whi.2022.10.004 · Cited by 5
A meta-analysis of COVID-19 vaccines acceptance among black/African American
Ripon, R. K., Motahara, U., Alam, A., Ishadi, K. S., & Sarker, M. S. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e12300 · Cited by 5
“Utilizing a random-effects meta-analysis to account for between-study heterogeneity, prevalence estimates were merged [17, 15, 16].”
InfluentialCheng, E. T. L., Cheik-Hussein, M., Lin, N., Lewin, A. M., McAuley, J. H., & Harris, I. A. (2023) · PLoS ONE · doi:10.1371/journal.pone.0280593 · Cited by 6
Thomas, E. T., Thomas, S. T., Perera, R., Gill, P. J., Moloney, S., & Heneghan, C. J. (2023) · Family Practice · doi:10.1093/fampra/cmad052 · Cited by 5
“12 We assessed the quality and reporting of these CPGs using the Appraisal of Guidelines for Research and Evaluation (AGREE II) tool.”
MethodJavidan, A. P., Benipal, H., Vi, L., Li, A., Lee, Y., Feridooni, T., Alaichi, J., & Naji, F. N. (2023) · Journal of Vascular Surgery · doi:10.1016/j.jvs.2023.05.051 · Cited by 5
The quality of diagnostic guidelines for children in primary care: A meta‐epidemiological study
Thomas, E. T., Thomas, S. T., Perera, R., Gill, P. J., Moloney, S., & Heneghan, C. J. (2023) · Journal of Paediatrics and Child Health · doi:10.1111/jpc.16454 · Cited by 4
“11 Ethical approval was not required.”
Incorrect blinding assessments are common in meta‐analyses published in high impact journals
Kuitunen, I., Ponkilainen, V., & Uimonen, M. (2024) · Journal of Evidence-Based Medicine · doi:10.1111/jebm.12636 · Cited by 5
Okonya, O., Lai, E., Ottwell, R., Khattab, M., Arthur, W., Khaimi, M. A., Wright, D., Hartwell, M. L., & Vassar, M. B. (2020) · Journal of Glaucoma · doi:10.1097/ijg.0000000000001735 · Cited by 5
Balcerak, G., Shepard, S., Ottwell, R., Arthur, W., Hartwell, M. L., Beaman, J., Lu, K. H., Zhu, L., Wright, D., & Vassar, M. B. (2021) · Substance Abuse · doi:10.1080/08897077.2021.1904092 · Cited by 5
Jiménez-Mora, M. A., Varela, A. R., Meneses-Echavez, J. F., Bidonde, J., Fonseca, A. A., Siemieniuk, R. A. C., Zeraatkar, D., Bartoszko, J. J., Brignardello‐Petersen, R., Honarmand, K., et al. (2021) · Systematic Reviews · doi:10.1186/s13643-021-01838-8 · Cited by 5
“io/6xgjz) and the study will be conducted and reported in line with international standards [13, 14].”
ResultNowlin, R., Wirtz, A., Wenger, D., Ottwell, R., Cook, C., Arthur, W., Sallee, B., Levin, J. I., Hartwell, M. L., Wright, D., et al. (2022) · JMIR Dermatology · doi:10.2196/33996 · Cited by 5
“The relevant reporting guidelines were incorporated in the drafting of this manuscript, specifically PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) [22] and Murad and Wang's [23] guidelines for meta-epidemiological studies.”
MethodGianola, S., Bargeri, S., Cinquini, M., Iannicelli, V., Meroni, R., & Castellini, G. (2022) · BMC Medical Research Methodology · doi:10.1186/s12874-022-01621-w · Cited by 5
“Materials and methods Meta‐epidemiological study The study was conducted according to the guidelines for reporting meta-epidemiological methodology research [18] since the specific reporting checklist for methods research studies is currently under development (MethodologIcal STudy reporting Checklist [MISTIC]) [19].”
MethodA review of reproducible and transparent research practices in urology publications from 2014 to2018
Rauh, S. L., Johnson, B. S., Bowers, A., Tritz, D., & Vassar, B. M. (2022) · BMC Urology · doi:10.1186/s12894-022-01059-8 · Cited by 6
“These guidelines, available for nearly every type of study imaginable, ensure that manuscripts are written in a transparent way, encouraging reproducibility and accurate reporting of findings [36].”
BackgroundWise, A., Mannem, D., Arthur, W., Ottwell, R., Greiner, B. H., Srouji, D., Wildes, D. E., Hartwell, M. L., Wright, D., Khojasteh, J., et al. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-049421 · Cited by 5
Transparent and systematic reporting of meta-epidemiological studies
Granholm, A., Anthon, C. T., Perner, A., Laake, J. H., & Møller, M. H. (2019) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2019.04.014 · Cited by 5
Metadata
- Authors
- Murad, M. H., & Wang, Z.
- Affiliations
- Mayo Clinic (US)
- Corresponding author
- Murad, Mohammad Hassan
- Venue
- Evidence Based Medicine
- Publisher
- BMJ
- Published
- 2017-07-12
- Volume
- 22
- Issue
- 4
- Pages
- 139-142
- ISSN
- 1356-5524 (ISSN-L)
- 1473-6810
- PMC
- PMC5537553
- OpenAlex
- W2735796955
- Cited by
- 515
- References
- 24
- Citations by year
- 2026: 61 · 2025: 67 · 2024: 92 · 2023: 62 · 2022: 103 · 2021: 54 · 2020: 43 · 2019: 22 · 2018: 9 · 2017: 2
- FWCI
- 18.58
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc
- Locations
- BMJ Evidence-Based Medicine (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- HighWire Press Open Archive (submittedVersion)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Epidemiology
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Clinical practice guidelines implementation
- Keywords
- meta-epidemiology, reporting guidelines, PRISMA, study characteristics, research transparency, reproducibility, systematic reviews
- MeSH terms
- Systematic Reviews as Topic, Humans, Publishing, Quality Control, Meta-Analysis as Topic, Research Report
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