Abbreviated literature searches were viable alternatives to comprehensive searches: a meta-epidemiological study
Abstract
Objective To assess the effects of abbreviated literature searches on evidence syntheses conclusions.Study design and setting We randomly selected 60 Cochrane reviews of clinical interventions and repeated literature searches using 14 abbreviated approaches (combinations of MEDLINE, Embase, CENTRAL with and without searches of reference lists). If abbreviated searches missed included studies, we recalculated meta-analyses. Cochrane authors determined whether the new evidence base would change conclusions. We assessed the noninferiority of abbreviated searches allowing for a maximum of 10% changed conclusions.Results We conducted 840 abbreviated literature searches. Noninferiority varied based on the definition of "changed conclusion". When the reduction of the certainty of a conclusion was of concern, all abbreviated searches were inferior. Searching Embase only rendered the greatest proportion of changed conclusions (27%, 95% confidence interval [CI]: 16%-40%); combining MEDLINE, Embase, CENTRAL with searches of references lists the lowest (8%, 95% CI 3%-18%). When falsely reaching an opposite conclusion was of concern, combining one database with another or with searches of reference lists was noninferior to comprehensive searches (2%, 95% CI: 0%-9%).Conclusion If decision-makers are willing to accept less certainty and a small risk for opposite conclusions, some abbreviated searches are viable options for rapid evidence syntheses. Decisions demanding high certainty require comprehensive searches.
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CENTRAL is updated only monthly at present.
“as CENTRAL is currently only updated once a month 9 39 42”
From Updated recommendations for the Cochrane rapid review methods guidance for rapid reviews of effectiveness (2024) · cites this paper as [39]
CENTRAL is currently updated only once a month.
“Additional searches of Medline, such as through PubMed, and possibly Embase (if access is available) may be limited to the previous two months to capture the most recently published studies, as CENTRAL is currently only updated once a month.9 39 42”
From Updated recommendations for the Cochrane rapid review methods guidance for rapid reviews of effectiveness (2024) · cites this paper as [39]
As our previous study has shown, combining the database search with reference list checking would already have helped to accurately determine conclusions.
“As our previous study has shown, combining the database search with reference list checking would already have helped to accurately determine conclusions [11].”
From Searching two or more databases decreased the risk of missing relevant studies: a metaresearch study (2022) · cites this paper as [11]
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Self-citationImplantable defibrillators versus medical therapy for cardiac channelopathies
McNamara, D. A., Goldberger, J. J., Berendsen, M. A., & Huffman, M. D. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd011168.pub2 · Cited by 17 · see citing works
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Blood pressure lowering efficacy of non-selective beta blockers for primary hypertension
Wong, G. W., Laugerotte, A., & Wright, J. M. (2008) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd007452 · Cited by 15 · see citing works
Cerebrolysin for acute ischaemic stroke
Зиганшина, Л. Е., & Abakumova, T. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd007026.pub3 · Cited by 15 · see citing works
Teo, E., House, H., Lockhart, K. R., Purchuri, S. N., Pushparajah, J., Cripps, A. W., & van Driel, M. (2014) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd010010.pub2 · Cited by 12 · see citing works
Interventions for drug-using offenders with co-occurring mental illness
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استفاده از سربرولایزین برای سکته حاد مغزی ایسکمیک
Ziganshina, L. E., & Abakumova, T. (2015) · Cited by 4 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Cochrane Rapid Reviews Methods Group offers evidence-informed guidance to conduct rapid reviews
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Self-citationGarritty, C., Hamel, C., Trivella, M., Gartlehner, G., Nussbaumer-Streit, B., Devane, D., Kamel, C., Griebler, U., & King, V. J. (2024) · BMJ · doi:10.1136/bmj-2023-076335 · Cited by 260 · see citing works
Self-citationGartlehner, G., Affengruber, L., Titscher, V., Noel-Storr, A., Dooley, G., Ballarini, N., & König, F. (2020) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2020.01.005 · Cited by 206 · see citing works
Self-citationSearching two or more databases decreased the risk of missing relevant studies: a metaresearch study
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Self-citationPaper 2: Performing rapid reviews
King, V. J., Stevens, A., Nußbaumer-Streit, B., Kamel, C., & Garritty, C. (2022) · Systematic Reviews · doi:10.1186/s13643-022-02011-5 · Cited by 122 · see citing works
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Rapid reviews may produce different results to systematic reviews: a meta-epidemiological study
Marshall, I. J., Marshall, R., Wallace, B. C., Brassey, J., & Thomas, J. (2019) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2018.12.015 · Cited by 95 · see citing works
Flükiger, J., Hollinger, A., Speich, B., Meier, V., Tontsch, J., Zehnder, T., & Siegemund, M. (2018) · Annals of Intensive Care · doi:10.1186/s13613-018-0437-z · Cited by 92 · see citing works
Rapid reviews methods series: Guidance on literature search
Klerings, I., Robalino, S., Booth, A., Liquitay, C. M. E., Sommer, I., Gartlehner, G., Devane, D., & Waffenschmidt, S. (2023) · BMJ Evidence-Based Medicine · doi:10.1136/bmjebm-2022-112079 · Cited by 91 · see citing works
Self-citationThe role of nurses and midwives in the provision of abortion care: A scoping review
Mainey, L., O’Mullan, C., Reid‐Searl, K., Taylor, A., & Baird, K. M. (2020) · Journal of Clinical Nursing · doi:10.1111/jocn.15218 · Cited by 72 · see citing works
Hackenbroich, S., Kranke, P., Meybohm, P., & Weibel, S. (2022) · Systematic Reviews · doi:10.1186/s13643-022-02048-6 · Cited by 62 · see citing works
Kebede, M. M., Le Cornet, C., & Fortner, R. T. (2023) · Research Synthesis Methods · doi:10.1002/jrsm.1589 · Cited by 50 · see citing works
Hirt, J., Nordhausen, T., Appenzeller‐Herzog, C., & Ewald, H. (2021) · F1000Research · doi:10.12688/f1000research.27337.3 · Cited by 55 · see citing works
Affengruber, L., van der Maten, M. M., Spiero, I., Nußbaumer-Streit, B., Mahmić-Kaknjo, M., Ellen, M., Gooßen, K., Kantorová, L., Hooft, L., Riva, N., et al. (2024) · BMC Medical Research Methodology · doi:10.1186/s12874-024-02320-4 · Cited by 57 · see citing works
Self-citationHaby, M. M., Barreto, J. O. M., Kim, J. Y. H., Peiris, S., Mansilla, C., Torres, M., Guerrero‐Magaña, D. E., & Revéiz, L. (2023) · Research Synthesis Methods · doi:10.1002/jrsm.1664 · Cited by 47 · see citing works
Heath, A., Levay, P., & Tuvey, D. (2021) · Health Information & Libraries Journal · doi:10.1111/hir.12414 · Cited by 49 · see citing works
Hamel, C., Michaud, A., Thuku, M., Affengruber, L., Skidmore, B., Nussbaumer-Streit, B., Stevens, A., & Garritty, C. (2020) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2020.06.027 · Cited by 36 · see citing works
Hirt, J., Nordhausen, T., Appenzeller‐Herzog, C., & Ewald, H. (2020) · F1000Research · doi:10.12688/f1000research.27337.1 · Cited by 35 · see citing works
Caldwell, D. M., Davies, S. R., Thorn, J. C., Palmer, J. C., Caro, P., Hetrick, S. E., Gunnell, D., Anwer, S., López-López, J. A., French, C. E., et al. (2021) · Public Health Research · doi:10.3310/phr09080 · Cited by 37 · see citing works
Measuring the impact of screening automation on meta-analyses of diagnostic test accuracy
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An overview of methodological approaches in systematic reviews
Veginadu, P., Calache, H., Gussy, M. G., Pandian, A., & Masood, M. (2022) · Journal of Evidence-Based Medicine · doi:10.1111/jebm.12468 · Cited by 42 · see citing works
Affengruber, L., Wagner, G., Waffenschmidt, S., Lhachimi, S. K., Nußbaumer-Streit, B., Thaler, K. J., Griebler, U., Klerings, I., & Gartlehner, G. (2020) · Systematic Reviews · doi:10.1186/s13643-020-01413-7 · Cited by 27 · see citing works
Self-citationTardy, B., Chalayer, É., Kamphuisen, P. W., Áinle, F. N., Verhamme, P. B., Varlet, M. N., Chauleur, C., Rodger, M. A., Merah, A., Buchmuller, A., et al. (2019) · Journal of Thrombosis and Haemostasis · doi:10.1111/jth.14576 · Cited by 25 · see citing works
A Tailored Approach: A model for literature searching in complex systematic reviews
Cooper, C., Booth, A., Husk, K., Lovell, R., Frost, J., Schauberger, U., Britten, N., & Garside, R. (2022) · Journal of Information Science · doi:10.1177/01655515221114452 · Cited by 25 · see citing works
Ewald, H., Klerings, I., Wagner, G., Heise, T. L., Dobrescu, A., Armijo-Olivo, S., Stratil, J., Lhachimi, S., Mittermayr, T., Gartlehner, G., et al. (2020) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2020.08.002 · Cited by 16 · see citing works
Self-citationHeise, T. L., Seidler, A., Girbig, M., Freiberg, A., Alayli, A., Fischer, M. I., Haß, W., & Zeeb, H. (2022) · BMC Medical Research Methodology · doi:10.1186/s12874-022-01821-4 · Cited by 18 · see citing works
Self-citationHirt, J., Bergmann, J. M., & Karrer, M. (2021) · Journal of the Medical Library Association JMLA · doi:10.5195/jmla.2021.1129 · Cited by 16 · see citing works
Using Grounded Theory Method in Social Media Studies: A Scoping Review
Galea, G., Mainey, L., & Chugh, R. (2025) · International Journal of Qualitative Methods · doi:10.1177/16094069251328155 · Cited by 15 · see citing works
Noibi, S., Mohy, A., Gouhar, R., Shaker, F., Lukic, T., & Al-Jahdali, H. H. (2020) · BMC Public Health · doi:10.1186/s12889-020-09259-3 · Cited by 14 · see citing works
Rapid systematic reviews for synthesizing research on built environment
Lagisz, M., Vasilakopoulou, K., Bridge, C. E., Santamouris, M., & Nakagawa, S. (2022) · Environmental Development · doi:10.1016/j.envdev.2022.100730 · Cited by 14 · see citing works
Levay, P., Heath, A., & Tuvey, D. (2022) · Research Synthesis Methods · doi:10.1002/jrsm.1577 · Cited by 13 · see citing works
Guo, Q., Cheng, Y., Zhang, C., Yang, H., Chen, X., Wang, X., Liu, Y., Feng, K., Long, Y., Shao, Z., et al. (2022) · Research Synthesis Methods · doi:10.1002/jrsm.1581 · Cited by 10 · see citing works
Arévalo-Rodríguez, I., Tricco, A. C., Steingart, K. R., Nußbaumer-Streit, B., Kaunelis, D., Alonso‐Coello, P., Baxter, S. K., Bossuyt, P. M., & Zamora, J. (2019) · Diagnostic and Prognostic Research · doi:10.1186/s41512-019-0052-y · Cited by 9 · see citing works
The decisions and processes involved in a systematic search strategy: a hierarchical framework
Clark, J. M., Beller, E., Glasziou, P., & Sanders, S. (2021) · Journal of the Medical Library Association JMLA · doi:10.5195/jmla.2021.1086 · Cited by 9 · see citing works
Rapid review: A review of methods and recommendations based on current evidence
Guo, Q., Jiang, G., Zhao, Q., Long, Y., Feng, K., Gu, X., Xu, Y., Li, Z., Huang, J., & Du, L. (2024) · Journal of Evidence-Based Medicine · doi:10.1111/jebm.12594 · Cited by 8 · see citing works
Effizientere Leitlinienerstellung – eine narrative Übersichtsarbeit
Pieper, D., Ober, P., Dressler, C., Schmidt, S., Mathes, T., & Becker, M. (2019) · Zeitschrift für Evidenz Fortbildung und Qualität im Gesundheitswesen · doi:10.1016/j.zefq.2019.08.004 · Cited by 8 · see citing works
Evidenzsynthesen in Public Health: ein Überblick
Barnes, B., Buchmann, M., Mumm, R., Nowossadeck, E., Peitz, D., Prütz, F., Wachtler, B., & Wienecke, A. (2022) · Zeitschrift für Evidenz Fortbildung und Qualität im Gesundheitswesen · doi:10.1016/j.zefq.2022.09.003 · Cited by 8 · see citing works
Outcome-based Evaluation of Systematic Review Automation
Kusa, W., Zuccon, G., Knoth, P., & Hanbury, A. (2023) · ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · doi:10.1145/3578337.3605135 · Cited by 9 · see citing works
CRUISE-Screening: Living Literature Reviews Toolbox
Kusa, W., Knoth, P., & Hanbury, A. (2023) · ACM International Conference on Information and Knowledge Management (CIKM) · doi:10.1145/3583780.3614736 · Cited by 7 · see citing works
Rapid reviews: A critical perspective
Nordhausen, T., & Hirt, J. (2020) · Zeitschrift für Evidenz Fortbildung und Qualität im Gesundheitswesen · doi:10.1016/j.zefq.2020.09.005 · Cited by 6 · see citing works
Systematic review automation methods
Norman, C. R. (2020) · theses.fr (ABES) · doi:10.70675/044ffa34z5c9bz433az99c8z64697dcd28a2 · Cited by 5 · see citing works
A Scoping Review and Content Analysis of Common Depressive Symptoms of Young People
Guo, J., Keeshin, B. R., Conway, M., Chapman, W. W., & Sward, K. A. (2021) · The Journal of School Nursing · doi:10.1177/10598405211012680 · Cited by 5 · see citing works
Stevens, P., Hunter, J., & Molodysky, E. (2022) · Diabetes & metabolic syndrome · doi:10.1016/j.dsx.2022.102445 · Cited by 4 · see citing works
Hirt, J., Nordhausen, T., Appenzeller‐Herzog, C., & Ewald, H. (2021) · F1000Research · doi:10.12688/f1000research.27337.2 · Cited by 5 · see citing works
Father‐Focused Childhood Obesity Prevention Interventions: A Scoping Review
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Systematic reviews in public health: Exploring challenges and potential solutions
Lhachimi, S. K. (2020) · PubMed Central · doi:10.25646/6504 · Cited by 3 · see citing works
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Gartlehner, G., Crotty, K., Edlund, M. J., & Viswanathan, M. (2021) · CNS Drugs · doi:10.1007/s40263-021-00873-2 · Cited by 2 · see citing works
Self-citationOpportunities to improve reporting of rapid response in health technology assessment
de Almeida, M. O., Montezuma, T., de Oliveira, H. A., & Ferri, C. P. (2021) · International Journal of Technology Assessment in Health Care · doi:10.1017/s0266462321000635 · Cited by 2 · see citing works
Ariie, T., Tsutsumi, Y., & Taito, S. (2022) · American Journal of Physical Medicine & Rehabilitation · doi:10.1097/phm.0000000000002029 · Cited by 2 · see citing works
Klerings, I., Dobrescu, A. I., Nußbaumer-Streit, B., Sharifan, A., Neubauer-Bruckner, C., & Gartlehner, G. (2026) · BMC Medical Research Methodology · doi:10.1186/s12874-026-02870-9 · Cited by 1 · see citing works
Self-citationCorso, M., Brunton, G., Négrini, S., Tricco, A. C., & Côté, P. (2026) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2026.112535 · Cited by 1 · see citing works
Romero, C. S., Afshari, A., & Kranke, P. (2021) · European Journal of Anaesthesiology · doi:10.1097/eja.0000000000001535 · Cited by 1 · see citing works
Gartlehner, G., Banda, S., Callaghan, M., Chase, J. D., Dobrescu, A. I., Eisele‐Metzger, A., Flemyng, E., Gardner, S., Griebler, U., Helfer, B., et al. (2026) · medRxiv · doi:10.64898/2026.04.13.26350802 · Cited by 1 · see citing works
Self-citationWilborn, D., & Schmidt, S. (2018) · Der Urologe · doi:10.1007/s00120-018-0838-5
Rapid Reviews – anything goes?
Fangmeyer, M., & Toromanova, A. (2020) · Pflege · doi:10.1024/1012-5302/a000748
Puljak, L. (2022) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2022.12.003
Hackenbroich, S., Kranke, P., Meybohm, P., & Weibel, S. (2022) · Figshare · doi:10.6084/m9.figshare.20678805
Hackenbroich, S., Kranke, P., Meybohm, P., & Weibel, S. (2022) · Figshare · doi:10.6084/m9.figshare.20678784
Hackenbroich, S., Kranke, P., Meybohm, P., & Weibel, S. (2022) · Figshare · doi:10.6084/m9.figshare.20678796
Additional file 1 of Paper 2: Performing rapid reviews
King, V. J., Stevens, A., Nußbaumer-Streit, B., Kamel, C., & Garritty, C. (2022) · Figshare · doi:10.6084/m9.figshare.20408281
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Self-citationAffengruber, L., Wagner, G., Waffenschmidt, S., Lhachimi, S. K., Nußbaumer-Streit, B., Thaler, K. J., Griebler, U., Klerings, I., & Gartlehner, G. (2020) · Figshare · doi:10.6084/m9.figshare.12672432
Self-citationHackenbroich, S., Kranke, P., Meybohm, P., & Weibel, S. (2022) · Figshare · doi:10.6084/m9.figshare.20678799
Hackenbroich, S., Kranke, P., Meybohm, P., & Weibel, S. (2022) · Figshare · doi:10.6084/m9.figshare.20678802
Affengruber, L., Wagner, G., Waffenschmidt, S., Lhachimi, S. K., Nußbaumer-Streit, B., Thaler, K. J., Griebler, U., Klerings, I., & Gartlehner, G. (2020) · Figshare · doi:10.6084/m9.figshare.12672429
Self-citationHackenbroich, S., Kranke, P., Meybohm, P., & Weibel, S. (2022) · Figshare · doi:10.6084/m9.figshare.20678790
Hackenbroich, S., Kranke, P., Meybohm, P., & Weibel, S. (2022) · Figshare · doi:10.6084/m9.figshare.20678787
Hackenbroich, S., Kranke, P., Meybohm, P., & Weibel, S. (2022) · Figshare · doi:10.6084/m9.figshare.20678793
Gahima, I., Ambruoso, L. D. '., Nyirazinyoye, L., Simbi, C. M. C., Temam, M., & Mihretu, A. (2026) · Research Square · doi:10.21203/rs.3.rs-7934244/v1
- Authors
- Nussbaumer-Streit, B., Klerings, I., Wagner, G., Heise, T. L., Dobrescu, A. I., Armijo-Olivo, S., Stratil, J. M., Persad, E., Lhachimi, S. K., Van Noord, M. G., Mittermayr, T., Zeeb, H., Hemkens, L., & Gartlehner, G.
- Affiliations
- Universität für Weiterbildung Krems (AT)
- University of Bremen (DE)
- Victor Babeș University of Medicine and Pharmacy Timișoara (RO)
- University of Alberta (CA)
- Ludwig-Maximilians-Universität München (DE)
- Austrian Institute for Health Technology Assessment GmbH (AT)
- Leibniz Institute for Prevention Research and Epidemiology - BIPS (DE)
- University of Basel (CH)
- Corresponding author
- Nussbaumer-Streit, Barbara
- ORCID
- Venue
- Journal of Clinical Epidemiology
- Publisher
- Elsevier BV
- Published
- 2018-10
- Volume
- 102
- Pages
- 1-11
- ISSN
- 0895-4356 (ISSN-L)
- OpenAlex
- W2806693647
- Cited by
- 72
- References
- 99
- Citations by year
- 2026: 4 · 2025: 2 · 2024: 3 · 2023: 6 · 2022: 24 · 2021: 10 · 2020: 14 · 2019: 5 · 2018: 4
- FWCI
- 1.64
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Clinical Epidemiology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- University of California, San Francisco
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Health Sciences › Health Professions › General Health Professions › Health Sciences Research and Education
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › scientometrics and bibliometrics research
- Keywords
- systematic review search strategy, MEDLINE, Embase, Central, meta-epidemiology, rapid evidence synthesis
- MeSH terms
- Decision Making, Humans, Review Literature as Topic, Time Factors, Selection Bias, Epidemiologic Studies
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 ›
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