Development of a highly sensitive search strategy for the retrieval of reports of controlled trials using PubMed
Abstract
OBJECTIVE: To develop, through revision of the Cochrane Collaboration search strategy for OVID-MEDLINE, a highly sensitive search strategy to retrieve reports of controlled trials using PubMed. METHODS: The original highly sensitive Cochrane strategy was revised to take into account additional Medical Subject Headings (MeSH) and other terminology as well as the current unique features of PubMed. We compared the retrieval of the revised strategy with that of the original Cochrane strategy before and after translation of the strategies into PubMed format. Finally, we used a gold standard database of reports of controlled trials identified by electronic and hand search of selected journals to test the revised strategy in PubMed format. RESULTS: The revised strategy included a search statement modified for increased precision, and added 'Cross-over Studies' as a MeSH term and the term 'latin square' as a text word. Compared to the original Cochrane strategy, the revised strategy identified 53 additional reports of controlled trials accessing MEDLINE through OVID. When the revised strategy and original Cochrane strategy were translated into PubMed format, the revised strategy retrieved 90 reports of controlled trials not identified by the original strategy. Finally, the revised strategy in PubMed format retrieved all of the reports of controlled trials in the gold standard database. Ninety-eight per cent of the gold standard reports of controlled trials were retrieved by Phase 1 of the optimal PubMed search strategy. CONCLUSIONS: Failure to identify all relevant trials for systematic review could result in bias. We developed a highly sensitive search strategy for the retrieval of reports of controlled trials for use with PubMed that retrieves more relevant citations (greater sensitivity) and fewer non-relevant citations (greater precision) than the original Cochrane search strategy.
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?
The systematic review was reported according to the PRISMA Statement and followed the Cochrane Handbook for Systematic Reviews of Interventions version 5.1.0.
“This systematic review is reported according to the PRISMA Statement [19]. We also followed the recommendations described in the Cochrane Handbook for Systematic Reviews of Interventions version 5.1.0 [20].”
From Effects of Supervised Multimodal Exercise Interventions on Cancer-Related Fatigue: Systematic Review and Meta-Analysis of Randomized Controlled Trials (2015) · cites this paper as [20]
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
Systematic Reviews: Identifying relevant studies for systematic reviews
Dickersin, K., Scherer, R. W., & Lefebvre, C. (1994) · BMJ · doi:10.1136/bmj.309.6964.1286 · Cited by 2,255 · see citing works
Self-citationLefebvre, C., & Clarke, M. J. (2001) · doi:10.1002/9780470693926.ch4 · Cited by 115 · see citing works
Friedman, D. S., Bass, E. B., Lubomski, L. H., Fleisher, L. A., Kempen, J. H., Magaziner, J. L., Sprintz, M., Robinson, K. A., & Schein, O. D. (2001) · Ophthalmology · doi:10.1016/s0161-6420(00)00597-2 · Cited by 74 · see citing works
Self-citationFriedman, D. S., Bass, E. B., Lubomski, L. H., et al. (2001) · Ophthalmology · doi:10.1016/s0161-6420(00)00596-0 · Cited by 14 · see citing works
Treatment of coexisting cataract and glaucoma
Jampel, H. D., Lubomski, L., Friedman, D., et al. (2003) · Cited by 12 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- Robinson KA, Hinegardner PG, Lansing P. Development of an optimal search strategy for the retrieval of controlled trials using PubMed [abstract]. Proceedings of the 6th International Cochrane Colloquium; 1998 Oct 22-26. Abstr Workshops Sci Sess Int Cochrane Coll 1998;6:85.
- Friedman DS, Bass EB, Lubomski LH et al. Synthesis of the literature on the effectiveness of regional anesthesia for cataract surgery. Ophthalmology 2001;108:519-29.
- Friedman DS, Bass EB, Lubomski LH et al. The methodologic quality of clinical trials on regional anesthesia for cataract surgery. Ophthalmology 2001;108:530-41.
Cited by
Sorted by citations
Updated Method Guidelines for Systematic Reviews in the Cochrane Collaboration Back Review Group
van Tulder, M., Furlan, A., Bombardier, C., & Bouter, L. (2003) · Spine · doi:10.1097/01.brs.0000065484.95996.af · Cited by 2,180 · see citing works
Benefits and Risks of Tight Glucose Control in Critically Ill Adults: A Meta-analysis
Wiener, R. S., Wiener, D. C., & Larson, R. J. (2008) · JAMA · doi:10.1001/jama.300.8.933 · Cited by 200 · see citing works
Dissemination and publication of research findings: an updated review of related biases
Song, F., Parekh, Hooper, L., Loke, Y., Ryder, J., Sutton, A., Hing, C., Kwok, C., Pang, C., & Harvey, I. (2010) · Health Technology Assessment · doi:10.3310/hta14080 · Cited by 1,039 · see citing works
Boutron, I. (2010) · JAMA · doi:10.1001/jama.2010.651 · Cited by 842 · see citing works
Exercise for improving balance in older people
Howe, T. E., Rochester, L., Neil, F., Skelton, D. A., & Ballinger, C. (2011) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004963.pub3 · Cited by 809 · see citing works
Bueno, N. B., de Melo, I. S. V., de Oliveira, S. L., & da Rocha Ataide, T. (2013) · British Journal of Nutrition · doi:10.1017/s0007114513000548 · Cited by 778 · see citing works
Chan, A.-W., & Altman, D. G. (2005) · BMJ · doi:10.1136/bmj.38356.424606.8f · Cited by 613 · see citing works
Virués-Ortega, J. (2010) · Clinical Psychology Review · doi:10.1016/j.cpr.2010.01.008 · Cited by 615 · see citing works
Pharmacotherapy for post traumatic stress disorder (PTSD)
Stein, D. J., Ipser, J. C., Seedat, S., Sager, C., & Amos, T. (2006) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd002795.pub2 · Cited by 519 · see citing works
Hopewell, S., Dutton, S., Yu, L.-M., Chan, A.-W., & Altman, D. G. (2010) · BMJ · doi:10.1136/bmj.c723 · Cited by 504 · see citing works
Systematic review automation technologies
Tsafnat, G., Glasziou, P., Choong, M. K., Dunn, A., Galgani, F., & Coiera, E. (2014) · Systematic Reviews · doi:10.1186/2046-4053-3-74 · Cited by 472 · see citing works
“, MeSH terms [49]) and search strategies [30,34,50] most suitable for the research question.”
BackgroundUltrasound guidance versus anatomical landmarks for internal jugular vein catheterization
Brass, P., Hellmich, M., Kolodziej, L., Schick, G., & Smith, A. F. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006962.pub2 · Cited by 476 · see citing works
Häuser, W., Bernardy, K., Arnold, B., Offenbächer, M., & Schiltenwolf, M. (2009) · Arthritis Care & Research · doi:10.1002/art.24276 · Cited by 378 · see citing works
Self-Monitoring of Blood Glucose in Patients With Type 2 Diabetes Who Are Not Using Insulin
Welschen, L. M. C., Bloemendal, E., Nijpels, G., Dekker, J. M., Heine, R. J., Stalman, W. A. B., & Bouter, L. M. (2005) · Diabetes Care · doi:10.2337/diacare.28.6.1510 · Cited by 374 · see citing works
Self-monitoring of blood glucose in patients with type 2 diabetes mellitus who are not using insulin
Malanda, U. L., Welschen, L. M., Riphagen, I. I., Dekker, J. M., Nijpels, G., & Bot, S. D. (2012) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd005060.pub3 · Cited by 358 · see citing works
Treatment of Fibromyalgia Syndrome With Antidepressants: A Meta-analysis
Häuser, W., Bernardy, K., Üçeyler, N., & Sommer, C. (2009) · JAMA · doi:10.1001/jama.2008.944 · Cited by 338 · see citing works
A Systematic Review and Meta-Analysis of Hypoglycemia and Cardiovascular Events
Gangji, A. S., Cukierman, T., Gerstein, H. C., Goldsmith, C. H., & Clase, C. M. (2007) · Diabetes Care · doi:10.2337/dc06-1789 · Cited by 308 · see citing works
Mistiaen, P., & Poot, E. (2006) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004510.pub3 · Cited by 299 · see citing works
Vitamin D treatment for the prevention of falls in older adults: systematic review and meta-analysis
Kalyani, R. R., Stein, B., Valiyil, R., Manno, R., Maynard, J. W., & Crews, D. C. (2010) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2010.02949.x · Cited by 241 · see citing works
De Nardi, A. T., Tolves, T., Lenzi, T. L., Signori, L. U., & Silva, A. M. V. D. (2018) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2017.12.017 · Cited by 191 · see citing works
Pijpers, M. A. M., Tabbers, M. M., Benninga, M. A., & Berger, M. Y. (2008) · Archives of Disease in Childhood · doi:10.1136/adc.2007.127233 · Cited by 187 · see citing works
da Silva, F. C., Iop, R. D. R., de Oliveira, L. C., Boll, A. M., de Alvarenga, J. G. S., Gutierres Filho, P. J. B., de Melo, L. M. A. B., Xavier, A. J., & da Silva, R. (2018) · PLOS ONE · doi:10.1371/journal.pone.0193113 · Cited by 189 · see citing works
Interactive computer-based interventions for sexual health promotion
Bailey, J. V., Murray, E., Rait, G., Mercer, C. H., Morris, R. W., Peacock, R., Cassell, J., & Nazareth, I. (2010) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006483.pub2 · Cited by 183 · see citing works
Text Categorization Models for High-Quality Article Retrieval in Internal Medicine
Aphinyanaphongs, Y. (2004) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m1641 · Cited by 177 · see citing works
Egger, M., Ebrahim, S., & Smith, G. D. (2002) · International Journal of Epidemiology · doi:10.1093/ije/31.1.1 · Cited by 160 · see citing works
Supervised exercise reduces cancer-related fatigue: a systematic review
Meneses-Echávez, J. F., González-Jiménez, E., & Ramírez-Vélez, R. (2015) · Journal of Physiotherapy · doi:10.1016/j.jphys.2014.08.019 · Cited by 146 · see citing works
Meneses-Echávez, J. F., González-Jiménez, E., & Ramírez-Vélez, R. (2015) · BioMed Research International · doi:10.1155/2015/328636 · Cited by 127 · see citing works
McKibbon, K. A., Wilczynski, N. L., Haynes, R. B., & for the Hedges Team (2009) · Health Information & Libraries Journal · doi:10.1111/j.1471-1842.2008.00827.x · Cited by 126 · see citing works
Allemann, S., Houriet, C., Diem, P., & Stettler, C. (2009) · Current Medical Research and Opinion · doi:10.1185/03007990903364665 · Cited by 115 · see citing works
Management of multiple myeloma: a systematic review and critical appraisal of published studies
Kumar, A., Loughran, T., Alsina, M., Durie, B. G., & Djulbegovic, B. (2003) · The Lancet Oncology · doi:10.1016/s1470-2045(03)01077-5 · Cited by 113 · see citing works
Schein, A. S. O., Kerkhoff, A. C., Coronel, C. C., Plentz, R. D. M., & Sbruzzi, G. (2014) · Journal of Hypertension · doi:10.1097/hjh.0000000000000250 · Cited by 109 · see citing works
Lefebvre, C., Eisinga, A., McDonald, S., & Paul, N. (2008) · Emerging Themes in Epidemiology · doi:10.1186/1742-7622-5-13 · Cited by 93 · see citing works
Cohen, A. M., Smalheiser, N. R., McDonagh, M. S., Yu, C., Adams, C. E., Davis, J. M., & Yu, P. S. (2015) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocu025 · Cited by 78 · see citing works
Stigger, F. S., Zago Marcolino, M. A., Portela, K. M., & Plentz, R. D. M. (2019) · The Journals of Gerontology: Series A · doi:10.1093/gerona/gly173 · Cited by 68 · see citing works
Sheth, S. H., & Larson, R. J. (2010) · BMC Infectious Diseases · doi:10.1186/1471-2334-10-183 · Cited by 58 · see citing works
Identifying observational studies of surgical interventions in MEDLINE and EMBASE
Fraser, C., Murray, A., & Burr, J. (2006) · BMC Medical Research Methodology · doi:10.1186/1471-2288-6-41 · Cited by 58 · see citing works
Figueira, F. R., Umpierre, D., Cureau, F. V., Zucatti, A. T. N., Dalzochio, M. B., Leitão, C. B., & Schaan, B. D. (2014) · Sports Medicine · doi:10.1007/s40279-014-0226-2 · Cited by 57 · see citing works
Limited search strategies were effective in finding relevant nonrandomized studies
Furlan, A. D., Irvin, E., & Bombardier, C. (2006) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2006.03.004 · Cited by 54 · see citing works
Interventions to prevent injuries in construction workers
van der Molen, H. F., Basnet, P., Hoonakker, P. L., Lehtola, M. M., Lappalainen, J., Frings-Dresen, M. H., Haslam, R., & Verbeek, J. H. (2018) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006251.pub4 · Cited by 55 · see citing works
Medeiros, D. M., Marchiori, C., & Baroni, B. M. (2021) · Journal of Sport Rehabilitation · doi:10.1123/jsr.2019-0388 · Cited by 52 · see citing works
Self-monitoring of blood glucose in patients with type 2 diabetes mellitus who are not using insulin
Welschen, L. M., Bloemendal, E., Nijpels, G., Dekker, J. M., Heine, R. J., Stalman, W. A., & Bouter, L. M. (2005) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd005060.pub2 · Cited by 51 · see citing works
Phillipou, A., Rossell, S. L., Wilding, H. E., & Castle, D. J. (2016) · Psychiatry Research · doi:10.1016/j.psychres.2016.05.062 · Cited by 50 · see citing works
Lefebvre, C., Glanville, J., Beale, S., Boachie, C., Duffy, S., Fraser, C., Harbour, J., McCool, R., & Smith, L. (2017) · Health Technology Assessment · doi:10.3310/hta21690 · Cited by 49 · see citing works
Development of a PubMed based search tool for identifying sex and gender specific health literature
Song, M. M., Simonsen, C. K., Wilson, J. D., & Jenkins, M. R. (2016) · Journal of Women's Health · doi:10.1089/jwh.2015.5217 · Cited by 45 · see citing works
Pérez-Mañá, C., Castells, X., Vidal, X., Casas, M., & Capellà, D. (2011) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2010.08.012 · Cited by 33 · see citing works
Hua, F., Sun, Q., Zhao, T., Chen, X., & He, H. (2019) · BMJ Open · doi:10.1136/bmjopen-2019-029270 · Cited by 20 · see citing works
Critical Assessment of Search Strategies in Systematic Reviews in Endodontics
Yaylali, I. E., & Alaçam, T. (2016) · Journal of Endodontics · doi:10.1016/j.joen.2016.02.018 · Cited by 18 · see citing works
Guillemette, L., Hay, J. L., Kehler, D. S., Hamm, N. C., Oldfield, C., McGavock, J. M., & Duhamel, T. A. (2018) · Sports Medicine - Open · doi:10.1186/s40798-018-0148-x · Cited by 18 · see citing works
Chen, J., Li, Z., Liu, B., Gan, X., Li, C., & Yu, H. (2018) · Journal of Dentistry · doi:10.1016/j.jdent.2018.04.025 · Cited by 16 · see citing works
Antoniou, S. A., Anastasiadou, A., Antoniou, G. A., Granderath, F.-A., & Kafatos, A. (2017) · European Surgery · doi:10.1007/s10353-016-0459-4 · Cited by 6 · see citing works
- Authors
- Robinson, K. A., & Dickersin, K.
- Affiliations
- Johns Hopkins University (US)
- Brown University (US)
- Corresponding author
- Robinson, Karen A
- Venue
- International Journal of Epidemiology
- Publisher
- Oxford University Press (OUP)
- Published
- 2002-02
- Volume
- 31
- Issue
- 1
- Pages
- 150-153
- ISSN
- 0300-5771 (ISSN-L)
- 1464-3685
- OpenAlex
- W2159865972
- Cited by
- 833
- References
- 5
- Citations by year
- 2026: 10 · 2025: 7 · 2024: 12 · 2023: 14 · 2022: 18 · 2021: 15 · 2020: 20 · 2019: 30 · 2018: 25 · 2017: 34 · 2016: 31 · 2015: 36 · 2014: 33 · 2013: 42 · 2012: 33
- FWCI
- 75.99
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Epidemiology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Physical Sciences › Computer Science › Information Systems › Information Retrieval and Search Behavior
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › scientometrics and bibliometrics research
- Keywords
- search strategies, PubMed, MEDLINE, mesh, sensitivity, precision, systematic reviews, cross-over study, Latin squares, citation retrieval
- MeSH terms
- Bias, Randomized Controlled Trials as Topic, MEDLINE, Controlled Clinical Trials as Topic
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