- Research article
- Open Access
Impact of adding a limitations section to abstracts of systematic reviews on readers’ interpretation: a randomized controlled trial
BMC Medical Research Methodology volume 14, Article number: 123 (2014)
To allow an accurate evaluation of abstracts of systematic reviews, the PRISMA Statement recommends that the limitations of the evidence (e.g., risk of bias, publication bias, inconsistency, imprecision) should be described in the abstract. We aimed to evaluate the impact of adding such limitations sections on reader’s interpretation.
We performed a two-arm parallel group randomized controlled trial (RCT) using a sample of 30 abstracts of systematic reviews evaluating the effects of healthcare intervention with conclusions favoring the beneficial effect of the experimental treatments. Two formats of these abstracts were derived: one reported without and one with a standardized limitations section written according to the PRISMA statement for abstracts. The primary outcome was readers’ confidence in the results of the systematic review as stated in the abstract assessed by a Likert scale from 0, not at all confident, to 10, very confident. In total, 300 participants (corresponding authors of RCT reports indexed in PubMed) were randomized by a web-based randomization procedure to interpret one abstract with a limitations section (n = 150) or without a limitations section (n = 150). Participants were blinded to the study hypothesis.
Adding a limitations section did not modify readers’ interpretation of findings in terms of confidence in the results (mean difference [95% confidence interval] 0.19 [−0.37–0.74], p = 0.50), confidence in the validity of the conclusions (0.07 [−0.49–0.62], p = 0.80), or benefit of the experimental intervention (0.12 [−0.42–0.44], p = 0.65).
This study is limited because the participants were expert-readers and are not representative of all systematic review readers.
Adding a limitations section to abstracts of systematic reviews did not affect readers’ interpretation of the abstract results. Other studies are needed to confirm the results and explore the impact of a limitations section on a less expert panel of participants.
Systematic reviews are the cornerstone of therapeutic evaluation . Clinicians, decision makers and researchers use them to keep up-to-date with current medical literature, develop clinical practice guidelines and sometimes plan future research [2–4]. However, systematic reviews may differ in quality depending on the conduct of the systematic review as well as the availability and quality of the primary studies . Consequently, readers should carefully examine the methodological quality of reviews to assess their confidence in the results and conclusions.
Clinical decision makers and healthcare practitioners frequently rely on abstracts to decide the value of a study [6, 7]. In some cases, healthcare practitioners have access to only the abstract and make healthcare decisions based solely on the information in the abstract . To improve the transparency of abstracts [9, 10], methodologists, researchers and editors have established recommendations for the presentation of systematic reviews in the PRISMA statements  with an extension for reporting abstracts . These recommendations indicate that the limitations of the evidence should be described in the abstracts of systematic reviews . This recommendation is rarely implemented , although some journals request that authors report a structured abstract with a limitations section . However, the impact of adding this section to abstracts on readers’ interpretation is unknown.
We aimed to evaluate the impact of adding a limitations section, written according to the PRISMA statement for abstracts of systematic reviews, on readers’ interpretation of the abstract results.
We planned a randomized controlled trial to compare the interpretation of systematic review abstracts reported with and without a limitations section. We selected 30 abstracts of systematic reviews, and then developed 2 formats of the selected abstracts: reported with and without a limitations section written according to the PRISMA statement for abstracts. Then, we randomized participants to read and interpret one abstract with or without a limitations section. The study reporting follows the 2010 CONSORT statement .
Selection of abstracts of systematic reviews
The abstracts were selected from a cohort of 100 systematic reviews assessing the effects of healthcare interventions, published between January and March 2012, and indexed in the Database of Reviews of Effects . The search strategy and eligibility criteria for this cohort were described elsewhere . From this cohort, we selected the first 30 systematic reviews whose abstract conclusion favored the beneficial effect of the experimental intervention and reported the risk of bias of primary studies in the full-text article, thus allowing selection of a relatively homogeneous sample. Abstracts from the cohort of 100 systematic reviews were screened by one author (AY) and reviewed by a second author (IB) to confirm eligibility. Any disagreements were resolved by consensus.
Construction of the limitations section
According to the PRISMA statement for abstracts, the limitations section should address the following: 1) risk of bias common to many or all studies, such as lack of blinding for subjective outcomes or unavailability of data; 2) inconsistency of effect or association, as demonstrated by high heterogeneity; 3) imprecision due to few events or small sample size, for example; 4) indirectness of the evidence, such as use of an intermediate or short-term outcome; and 5) likelihood of publication bias [12, 16]. These limitations are the factors used to evaluate the level of evidence according to the GRADE approach .
One author (AY) systematically searched for and extracted from the full-text systematic review the following: 1) whether the systematic review had one or several of the limitations described above and 2) the limitations were reported by the authors of the systematic review in the full-text article or in the abstract. When limitations were outcome-specific, the limitations reported referred to the outcomes highlighted in the abstracts.
Then, for each selected abstract, one of the authors (AY) wrote a limitations section. The section focused on the limitations identified and was written in a standardized way, beginning with “This review is limited by….”, with a maximum of 2 sentences. When the original abstract was structured, we preserved the structured form and added the limitations section before the conclusions section with a heading “Limitations”. When the original abstract was not structured, we added the limitations section, without a heading, after the results and before the conclusion sentences.
We voluntarily did not use the same terminology as PRISMA because it may not be well understood by the readers (e.g., imprecision, inconsistency of effect or association and indirectness of the evidence are complex concepts). We kept the wording similar to that used by the authors of the systematic reviews, for example, when reporting the limitations in the discussion section. Another author (IB) read the entire modified abstract to determine whether the limitations section was written according to our specific guidance, that is, whether the limitations section 1) focused on the limitations previously identified in the report of the systematic review, 2) was no longer than 2 sentences, and 3) focused on limitations as described in the PRISMA for abstracts. When the second author found that the limitation section was not written according our specific guidance, the limitations section was re-written and discussed to reach consensus.
Construction of abstracts with and without a limitations section
For each of the 30 selected abstracts, we obtained 1 abstract without a limitations section (i.e., the original abstract) and 1 with a limitations section (i.e., the original abstract plus the constructed limitations section). If the original abstract reported the limitations of the systematic review, this was deleted from the abstract without a limitations section and kept in the abstract with a limitations section. This situation occurred for 9 (30%) abstracts.
All abstracts were standardized, with the treatment name(s), authors and journal masked. The experimental treatment name was replaced by “intervention A”. When the control treatment was an active treatment, “comparator B” replaced the treatment name. Acronyms and abbreviations were also deleted.
An example of an abstract with and without a limitations section is given in the Table 1 and all abstracts with a limitations section are available in the Additional file 1.
Eligible participants were the corresponding authors of clinical trials published between January 2010 and June 2013 and indexed in PubMed Core Clinical Journals, with an email address available on PubMed.
Potential participants were invited by e-mail to participate in an online survey on the interpretation of abstracts of systematic reviews. As an incentive, they were told that they would be entered into a draw along with all other participants for a chance to win an Apple iPad mini. If they agreed to participate, they logged onto a secure website and answered a screening question asking if they were a clinician; non-clinicians were excluded. Invitation emails were sent in waves until the planned number of clinicians had logged on and completed the assessment. A maximum of 2 reminders were sent to participants. The email invitation and details of the questionnaire are in the Additional file 1.
A computer-generated randomization list was generated for allocating participants to abstracts with or without a limitations section in a 1:1 ratio. Allocation was concealed by use of a web-based randomization procedure whereby participants logged onto the system and were randomized to evaluate an abstract with or without a limitations section. Clinicians who logged onto the system but did not evaluate an abstract were excluded and the abstract was automatically allocated to another clinician.
Participants were blinded to the study’s hypothesis. They were informed that they were participating in a study on the interpretation of abstracts of systematic reviews, but they were not aware that they were randomized to assess an abstract with or without a limitations section.
The primary outcome was readers’ confidence in the results of the systematic review as stated in the abstract (i.e., How confident are you in the results of the systematic review?) assessed on a Likert scale, from 0 “not at all confident” to 10 “very confident”. The secondary outcomes were the confidence in the validity of the conclusions (i.e., How confident are you in the validity of the conclusion of this study?), the beneficial effect of the experimental intervention (i.e., How confident are you that intervention “A” could be of benefit to patients?), the influence of the results on clinical practice (i.e., How confident are you that the results of this study could influence your clinical practice?) and the rigor of the systematic review (i.e., Do you think that this systematic review was conducted rigorously?) assessed on an 11-point Likert scale.
Each participant read 1 abstract with or 1 abstract without a limitations section. The unit of analysis was the abstract. A sample of 266 participants was theoretically needed to be able to detect an effect size of 0.4 with the primary outcome (with power of 90% and alpha risk 5%). An effect size of 0.4 is equivalent to a decrease in the primary outcome of 1 point (the minimum expected difference between groups on a 0–10 scale) with an SD of 2.5. Theoretically, each abstract must be read the same number of times according to the randomization group. Knowing that each participant would read only one abstract (with or without a limitations section), we chose to include 300 participants. Each abstract with and without a limitations section was assessed 5 times.
Statistical analysis involved use of SAS v9.3 (SAS Inc., Cary, NC). All outcomes were quantitative; differences between groups were analyzed by a linear mixed model with a fixed factor (group) and random abstracts and abstract × group interaction effects. A random-effects model allowed for taking into account 2 levels of clustering: by abstract (each abstract was assessed 5 times in each group) and interclustering (pairing between the abstracts used in the 2 arms of the trial). Inference was based on restricted maximum likelihood. For primary outcome and secondary outcomes, we estimated the difference between means (with 95% confidence intervals [95% CIs]) for abstracts with and without a limitations section. P <0.05 was considered statistically significant.
The institutional review board from the University of Paris Descartes approved the protocol No. CL178200001. The study is registered in ClinicalTrials.gov (no. NCT01848782).
Characteristics of participants
Among the 4,807 potential participants who were invited by e-mail to participate in the survey between May 1 and June 30, 2013, 394 logged onto the study site; 89 were excluded because they were not clinicians and 5 did not complete the survey. From the 300 participants, 150 were randomized to the intervention group (i.e., abstracts with a limitations section), and 150 to the control group (i.e., abstracts without a limitations section). In total, 150 participants per group were included in the final analysis (Figure 1).
The median [Q1-Q3] participant age was 45 [range 38–54] years; 72% were male. Participants were mainly located in the European Union (49%) and in the United States (33%). Most had medical experience (74.7% had been clinicians for more than 10 years) and more than half (59%) regularly read reports of systematic reviews. More than half (53%) had been involved in a systematic review, but 46% had never peer-reviewed a systematic review for a biomedical journal (Table 2).
Characteristics of systematic reviews, abstracts and limitations sections
The general characteristics of the included systematic reviews and the quality of the reporting of the abstracts (according to the PRSIMA statement for abstracts ) are in Table 3.
Overall, 23 abstracts were structured abstracts, and we created a specific heading for the limitations section, whereas 7 abstracts were not structured, and a sentence reporting the limitations was added before the conclusions. Some limitations were reported in 9 original abstracts. These limitations were deleted and rewritten according to the PRISMA guidelines. The quality assessment of the risk of bias in the selected systematic reviews was assessed with different tools. Authors of the included systematic reviews used the Cochrane or a modified Cochrane Collaboration tool in 10 abstracts (33%), the Jadad scale or modified Jadad scale in 5 (17%), the PEDro scale or modified PEDro scale in 3 (10%), and other tools in 4 (13%); the scale was not specified in 6 (20%).
The limitations sections we created focused on risk of bias in 22 abstracts (73%), heterogeneity in 13 (43%), publication bias in 15 (50%), imprecision of results in 12 (40%), and indirectness of the evidence in 2 (7%) abstracts. The median [Q1-Q3] word count for limitations sections was 27 [23–31]. The median number of limits described in the limitations sections was 2 (range 1–4).
Clinicians’ interpretation of abstracts
Readers’ assessment of abstracts with and without a limitations section did not differ in the primary outcome -- confidence in the results (mean [SD] =4.4 [2.3] and 4.6 [2.5], respectively; mean difference [95% CI] 0.2 [−0.4 to 0.7], p = 0.5). For the secondary outcomes, the assessment of abstracts with and without a limitations section did not differ for confidence in the validity of the conclusions (mean difference 0.07 [−0.5 to 0.6], p = 0.8); benefit of the experimental intervention to patients (mean difference 0.1 [−0.4 to 0.7], p = 0.6); influence of the results on clinical practice (mean difference −0.08 [−0.6 to 0.5], p = 0.8) and rigor of the systematic review (mean difference −0.4 [−1.0 to 0.2], p = 0.2) (Table 4).
This study evaluated, in a randomized controlled trial, the impact of adding a limitations section to an abstract on the interpretation of abstracts of systematic reviews. This randomized controlled trial involved a large international sample of clinicians and a sample of “real life” abstracts of systematic reviews (i.e., abstracts of published systematic reviews indexed in DARE). Despite the selection of a sample of systematic reviews of good quality, the mean confidence of readers was low, and adding a limitations section had no impact on the interpretation of abstract results by expert-readers.
Because abstracts are the first and sometimes the only source of information for readers, editors are attentive to their quality and their capacity to provide all the necessary and important information on the research performed. In the 1960s, abstracts were usually reported on the last page of research articles and were moved to the beginning of research articles . Since then, many editorial policies have been implemented to try to improve the content and the format of abstracts. These policies have involved the development and implementation of structured abstracts [18, 19], reporting guidelines such as the CONSORT for abstracts of randomized controlled trials and the PRISMA statement for abstracts of systematic reviews [12, 20]. Such policies can improve the quality of reporting of abstracts  and should in theory improve the interpretation by readers.
However, despite these initiatives, the quality of reporting of abstracts remains questionable [9, 10, 22–24]. A recent study showed that despite systematic reviews including primary studies with high risk of bias, just over half included a risk of bias assessment in the interpretation of results in the abstract . Consequently, adding a limitations section could be useful to enhance readers’ awareness and improve their interpretation. However, a limitations section in the abstract is recommended by only a few journals and for systematic reviews in the PRISMA statement for abstracts . For example, Annals of Internal Medicine has required authors to include a limitations section in the abstract of scientific articles since 2004 .
To our knowledge, the impact of adding a limitations section in abstracts of systematic reviews has never been evaluated. Previous studies have evaluated the impact of different reporting on the interpretation of the study by readers. These studies mainly involved use of a single abstract of a fictional trial. For example, industry sponsorship can negatively influence the perception of the methodological quality of a study and the willingness to believe the study findings . Similarly, interpretation of study results is affected by the reporting of outcomes as absolute risk, relative risk or number needed to treat [26, 27].
Our results did not show any impact of the abstract limitations section on expert-readers’ interpretation. Furthermore, our results highlight that confidence in results was low in both arms. The high level of expertise of the participants could explain these results. In fact, half of the clinicians included in this randomized controlled trial had some experience in the conduct and reviewing of systematic reviews. This level of expertise could increase their awareness of the common limitations of systematic reviews such as the risk of publication bias or the limited quality of primary studies. Furthermore, the limitations section reported factual information and in a neutral form, and the conclusion of the systematic reviews’ abstract was not modified. Also, assessing the confidence in the results of a systematic review is complex because it depends both on how the systematic review is conducted and the quality of the primary studies included.
Our study has some limitations. First, the readers did not access the full-text article to fully appraise the study results; they only assessed an abstract with or without a limitations section. However abstracts of systematic reviews are very important, because some readers cannot access full-text articles because of the fee requirement, low Internet download capacity, or the full-text article being available only in a language not understood by the reader. Second, the participants were corresponding authors of articles of randomized trials and systematic reviews, who may be considered “reader-experts” and not representative of all readers of systematic reviews. Consequently, we cannot exclude that a limitations section may be useful for a less expert readership. Finally, we explored only the impact of a limitations section added to abstracts reporting a systematic review and we cannot extrapolate our findings to limitations sections in abstracts reporting other types of studies such as randomized controlled trials and observational studies.
However, this study has important implications. At this stage, we cannot make any recommendations for practice and we should probably not change guidelines and editorial policies related to the reporting of a limitations section in abstracts of systematic reviews. However, this study highlights an important topic for future research. First, because our study is the first study on this topic, the trial should be replicated, and other trials including a less expert readership or with different background (e.g. authors of “clinical practice guidelines”) should be performed. Second, qualitative studies would probably be useful to help define how limitations sections should be reported to have a real impact on readers. Third, we recommend exploring the impact of a limitations section in abstracts of other study designs such as randomized controlled trials and observational studies. Overall, more research is needed on the interpretation of research results from abstracts because abstracts are widely disseminated.
In conclusion, adding a limitations section in abstracts of systematic review may not affect expert-readers’ interpretation of abstract results and conclusions. Future studies are needed to confirm these results and explore the impact of a limitations section on a less expert panel of participants.
On-line survey design and data management: Isabelle Pane, senior computer engineer and data manager, and Joan Denis, junior computer engineer and data manager, Centre de recherche Épidémiologies et Biostatistiques, INSERM U1153, Paris, France.
Sackett DL, Rosenberg WM, Gray JA, Haynes RB, Richardson WS: Evidence based medicine: what it is and what it isn’t. BMJ. 1996, 312: 71-72. 10.1136/bmj.312.7023.71.
Bastian H, Glasziou P, Chalmers I: Seventy-five trials and eleven systematic reviews a day: how will we ever keep up?. PLoS Med. 2010, 7: e1000326-10.1371/journal.pmed.1000326.
Cook DJ, Mulrow CD, Haynes RB: Systematic reviews: synthesis of best evidence for clinical decisions. Ann Intern Med. 1997, 126: 376-380. 10.7326/0003-4819-126-5-199703010-00006.
Bero LA, Jadad AR: How consumers and policymakers can use systematic reviews for decision making. Ann Intern Med. 1997, 127: 37-42. 10.7326/0003-4819-127-1-199707010-00007.
Shea BJ, Grimshaw JM, Wells GA, Boers M, Andersson N, Hamel C, Porter AC, Tugwell P, Moher D, Bouter LM: Development of AMSTAR: a measurement tool to assess the methodological quality of systematic reviews. BMC Med Res Methodol. 2007, 7: 10-10.1186/1471-2288-7-10.
Saint S, Christakis DA, Saha S, Elmore JG, Welsh DE, Baker P, Koepsell TD: Journal reading habits of internists. J Gen Intern Med. 2000, 15: 881-884. 10.1046/j.1525-1497.2000.00202.x.
Scherer RW, Langenberg P, von Elm E: Full publication of results initially presented in abstracts. Cochrane Database Syst Rev. 2007, MR000005-2
The PLoS Medicine Editors: The impact of open access upon public health. PLoS Med. 2006, 3: e252-doi:10.1371/journal.pmed.0030252
Hopewell S, Clarke M, Askie L: Reporting of trials presented in conference abstracts needs to be improved. J Clin Epidemiol. 2006, 59: 681-684. 10.1016/j.jclinepi.2005.09.016.
Beller EM, Glasziou PP, Hopewell S, Altman DG: Reporting of effect direction and size in abstracts of systematic reviews. JAMA. 2011, 306: 1981-1982. 10.1001/jama.2011.1620.
Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Ioannidis JPA, Clarke M, Devereaux PJ, Kleijnen J, Moher D: The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration. BMJ. 2009, 339: b2700-10.1136/bmj.b2700.
Beller EM, Glasziou PP, Altman DG, Hopewell S, Bastian H, Chalmers I, Gøtzsche PC, Lasserson T, Tovey D: PRISMA for abstracts: reporting systematic reviews in journal and conference abstracts. PLoS Med. 2013, 10: e1001419-10.1371/journal.pmed.1001419.
Hopewell S, Boutron I, Altman DG, Ravaud P: Incorporation of assessments of risk of bias of primary studies in systematic reviews of randomised trials: a cross-sectional study. BMJ Open. 2013, 3: e003342-
The Editors: Addressing the limitations of structured abstracts. Ann Intern Med. 2004, 140: 480-481.
Schulz KF, Altman DG, Moher D: CONSORT 2010 statement: updated guidelines for reporting parallel group randomised trials. J Clin Epidemiol. 2010, 63: 834-840. 10.1016/j.jclinepi.2010.02.005.
Guyatt GH: GrADe: what is “quality of evidence” and why is it important to clinicians?. BMJ. 2008, 336: 995-998. 10.1136/bmj.39490.551019.BE.
Guyatt GH, Oxman AD, Vist GE, Kunz R, Falck-Ytter Y, Alonso-Coello P, Sch\ünemann HJ: GRADE: an emerging consensus on rating quality of evidence and strength of recommendations. BMJ. 2008, 336: 924-10.1136/bmj.39489.470347.AD.
Soffer A: Abstracts of clinical investigations. A new and standardized format. Chest. 1987, 92: 389-390. 10.1378/chest.92.3.389.
Huth EJ: Structured abstracts for papers reporting clinical trials. Ann Intern Med. 1987, 106: 626-10.7326/0003-4819-106-4-626.
Hopewell S, Clarke M, Moher D, Wager E, Middleton P, Altman DG, Schulz KF: CONSORT for reporting randomized controlled trials in journal and conference abstracts: explanation and elaboration. PLoS Med. 2008, 5: e20-10.1371/journal.pmed.0050020.
Hopewell S, Ravaud P, Baron G, Boutron I: Effect of editors’ implementation of CONSORT guidelines on the reporting of abstracts in high impact medical journals: interrupted time series analysis. BMJ. 2012, 344: e4178-10.1136/bmj.e4178.
Ioannidis JP, Lau J: Completeness of safety reporting in randomized trials: an evaluation of 7 medical areas. JAMA. 2001, 285: 437-443. 10.1001/jama.285.4.437.
Yank V, Rennie D, Bero LA: Financial ties and concordance between results and conclusions in meta-analyses: retrospective cohort study. BMJ. 2007, 335: 1202-1205. 10.1136/bmj.39376.447211.BE.
Boutron I, Dutton S, Ravaud P, Altman DG: Reporting and interpretation of randomized controlled trials with statistically nonsignificant results for primary outcomes. JAMA. 2010, 303: 2058-2064. 10.1001/jama.2010.651.
Kesselheim AS, Robertson CT, Myers JA, Rose SL, Gillet V, Ross KM, Glynn RJ, Joffe S, Avorn J: A randomized study of How physicians interpret research funding disclosures. N Engl J Med. 2012, 367: 1119-1127. 10.1056/NEJMsa1202397.
Bucher HC, Weinbacher M, Gyr K: Influence of method of reporting study results on decision of physicians to prescribe drugs to lower cholesterol concentration. BMJ. 1994, 309: 761-764. 10.1136/bmj.309.6957.761.
Forrow L, Taylor WC, Arnold RM: Absolutely relative: how research results are summarized can affect treatment decisions. Am J Med. 1992, 92: 121-124. 10.1016/0002-9343(92)90100-P.
The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2288/14/123/prepub
We thank all clinicians who participated to the study.
AY was funded by a grant from the Fondation pour la Recherche Médicale.
AY affirms that this manuscript is an honest, accurate, and transparent account of the study being reported; that no important aspects of the study have been omitted; and that any discrepancies from the study as planned have been explained.
AY and IB had access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.
The authors declare that they have no competing interests.
Conceived, designed and experiments: AY, IB, SH, PR, Performed the experiments: AY, IB, Analyzed the data: GB, Wrote the first draft: AY IB, Contributed to the writing of the manuscript: AY, IB, SH, GB, PR. All authors read and approved the final manuscript.
Electronic supplementary material
Additional file 1: The 30 Abstracts with limitations section. The invitation e-mail for the participants. The survey.(DOCX 56 KB)
Authors’ original submitted files for images
Below are the links to the authors’ original submitted files for images.
Rights and permissions
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
About this article
Cite this article
Yavchitz, A., Ravaud, P., Hopewell, S. et al. Impact of adding a limitations section to abstracts of systematic reviews on readers’ interpretation: a randomized controlled trial. BMC Med Res Methodol 14, 123 (2014). https://doi.org/10.1186/1471-2288-14-123
- Systematic review
- Interpretation bias