Abstract
Background
Systematic reviews (SRs) of randomized controlled trials (RCTs) are considered one of the most reliable study types. Through a systematic and thorough literature search, researchers aim to collect all research relevant to their purpose. The selection of databases can be challenging and depend on the topic of interest. The Cochrane Handbook suggests searching at least the following three databases: Cochrane Library, MEDLINE, and EMBASE. However, this is not always sufficient for reviews on the musculoskeletal field in general.
This study aimed to examine the frequency and choice of databases used by researchers in SRs of spinal manipulative therapy (SMT). Secondly, to analyze the RCTs included in the SRs to determine the optimal combination of databases needed to conduct efficient literature searches for SRs of SMT.
Methods
SRs investigating the effect of SMT on any patient-reported outcome measure were identified through searches in PubMed and Epistemonikos (all entries till date of search February 25, 2022). For each SR, databases searched and included RCTs were collected. RCTs were searched individually in nine databases (Cochrane Library, MEDLINE/PubMed, EMBASE, Google Scholar, CINAHL, Web of Science, Index to Chiropractic Literature, PEDro, and AMED). Coverage rates were calculated using the number of retrieved RCTs by the database or combinations of databases divided by the total number of RCTs.
Results
Eighty-five SRs published met the inclusion criteria, and 442 unique RCTs were retrieved. The most frequently searched database was MEDLINE/PubMed. Cochrane Library had the highest overall coverage rate and contained the third most unique RCTs. While a 100% retrieval was not possible, as 18 RCTs could not be retrieved in any of the nine databases, the combination of Cochrane Library, Google Scholar, and PEDro retrieved all possible RCTs with a combined coverage rate of 95.9%.
Conclusions
For SRs on SMT, we recommend using the combination suggested by the Cochrane Handbook of Cochrane Library, MEDLINE/PubMed, Embase, and in addition, PEDro and Index to Chiropractic Literature. Google Scholar might be used additionally as a tool for searching gray literature and quality assurance.
Keywords: Systematic review, Search strategy, Spinal manipulative therapy, Randomized controlled trial
Background
Systematic reviews (SRs) of randomized controlled trials (RCTs) are widely accepted to be on top of the evidence hierarchy [1, 2]. They are cornerstones in evidence-based healthcare [3] and evidence-based research [4]. This comes to fruition by condensing all relevant and available evidence on a topic and drawing a general conclusion from a broader population by combining sample sizes and thereby reducing biases [5]. In order to collect all relevant studies, a comprehensive literature search must be conducted, and researchers are generally advised to search multiple databases and use additional methods such as citation tracking, contacting experts in the field, and searching gray literature [6–12]. As the Cochrane Handbook for Systematic Reviews of Interventions highlights, leaving out relevant evidence can lead to selection bias. Cochrane thereby recommends searching at least the following three databases: The Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, and EMBASE [11]. However, these recommendations may not sufficiently cover all relevant aspects of the research question. Some types of research or research topics may only be found in specialty journals that are not indexed in all databases [13]. An example of such could be literature related to chiropractic and, more specifically, spinal manipulative therapy (SMT) [14]. SMT is a guideline-recommended conservative therapy used by various practitioners, including chiropractors, osteopaths, and physiotherapists worldwide, typically to treat low back pain, neck pain, and headache [15, 16]. Furthermore, the procedures and theoretical frameworks have developed quite substantially over the last century [17]. It is not unlikely that specific papers are only published in journals related to those professions and thereby only found in the corresponding database.
In contrast, searching too many databases has clear disadvantages, as the search strategy must be translated to fit different databases using different interfaces and search syntaxes, and the time spent screening more, likely irrelevant, titles and abstracts is not insignificant [18]. Which and how many databases are necessary to be searched and the added value of select databases has been the topic of many previous studies, and the main takeaway seems that it, as expected, heavily depends on the topic of interest [13, 14, 19–30]. No research has looked systematically at retrieving relevant SMT papers. However, in the broader field of musculoskeletal disorders, Aagaard et al. [31] found MEDLINE, EMBASE, and CENTRAL to be insufficient at identifying all effect studies based on achieving a combined coverage rate of 88.9%. In an attempt to make a more generalized recommendation across all biomedical fields, Bramer et al. [32] found that searches should include EMBASE, MEDLINE, Web of Science, and Google Scholar as minimum requirements.
The Preferred Reporting Items for Systematic reviews and Meta-Analysis (PRISMA) tool was developed in 2009 to standardizing reporting in SRs, ensuring transparency and minimizing biases [33]. PRISMA and the use of an information specialist have become imperative when conducting a high-quality SR [34–36].
Hence, conducting a SR on a specific intervention such as SMT is not without challenge, and the selection of databases has not yet been explored sufficiently. This study will examine the frequency and choice of databases used by researchers in SRs of SMT. Secondly, to analyze the RCTs included in the SRs to determine the optimal combination of databases to conduct efficient literature searches for SRs of SMT. Finally, to examine whether the year of publication or the use of an information specialist influenced the number of investigated databases and how the use of PRISMA has changed over time.
Methods
The research protocol for this study was registered at the Open Science Framework (protocol: https://osf.io/6ezxn/?view_only=3a750c9d398e4afa895c5a5d53346aa4).
Changes made to the protocol
To ensure feasibility of completion, we had to limit our approach to SRs in English, Danish, Norwegian, and Swedish, exclude SRs focusing on more general conservative approaches, and SRs not focusing on patient-reported outcome measures (PROMs). SRs focusing on adverse events, cost-effectiveness, and age groups below 18 years were also excluded. Additionally, we searched all databases that were used in more than 20% of the SRs instead of the five most common.
Eligibility criteria
We included SRs investigating the effect of spinal manipulations on any spinal region (i.e., cervical, thoracic, or lumbar spine, and the sacroiliac-joint (SI)). The SRs had to include RCTs evaluating any PROM. Exclusion criteria were (a) not an SR, (b) SRs focusing on more general conservative approaches, (c) SRs not evaluating PROMs, (d) SRs of age groups below 18 years, (e) SRs focusing on cost-effectiveness, (f) SRs focusing on adverse events, and (g) lack of full list of databases searched. The title and abstract screening process was performed independently by two researchers (MNE and SDM). Conflicts in the screening process of the SRs were solved by CGN and MNE by discussion.
All references included in the SRs were collected and manually evaluated. Hence, references investigating the effect of spinal manipulations on any spinal region using any PROM were included. Other study types and RCTs, including age groups below 18 years, and unpublished papers, were excluded.
Search strategy
SRs investigating the effect of SMT were retrieved from PubMed and Epistemonikos [37] for all entries (date of search February 25, 2022). For PubMed, the search term “Musculoskeletal manipulations” [MeSH] and the filter “systematic reviews” was applied. For Epistemonikos, a search by title or abstract using the search terms combined with the Boolean operators (musculoskeletal OR spinal*) AND (manipulation* OR adjust* OR chiropract*) and filtered for systematic reviews was performed. No restriction to the date of publication was applied.
Data collection
All variables collected are shown in Table 1. The body part related to the treated disorder was categorized into “cervical + headache”, “thoracic”, “lumbar + SI-joint + coccyx”, “extremities”, “multiple sites”, and “not defined”. We extracted information on which databases and search platforms were used in the SRs. For simplicity, we label these “databases” onwards. All included RCTs were manually searched in the following databases: MEDLINE/PubMed (via PubMed), CENTRAL (via Cochrane Library), EMBASE (via Ovid), jointly through Web of Science Core Collection Indexes (Science Citation Index Expanded, Social Sciences Citation Index, Arts and Humanities Citation Index, Conference Proceedings Citation Index (Science + Social Sciences and Humanities), and Emerging Sources Citation Index), henceforth listed as Web of Science, and Google Scholar. When searching Google Scholar, we searched the titles in quotations and unchecked the inclusion of citations. These databases were chosen because it allowed us to investigate the databases recommended by the Cochrane Handbook for SRs of Interventions and the previously suggested databases by Bramer et al. [32]. Furthermore, we also searched all other databases used by more than 20% of the included SRs in our study. As PubMed includes all MEDLINE references [38], we treated them as one database to avoid misleading results.
Table 1.
Variables collected in this study
| Variables from systematic reviews | Variables from retrieved randomized controlled trials |
|---|---|
| Author(s) | Title |
| Title | First author |
| Number of databases searched | Year of publication |
| Names of databases searched | Journal |
| Region of body related to treated disorder | Digital object identifier |
| Year of publication | |
| The use of an information specialist | |
| The use of PRISMA | |
| Number of included RCTs |
PRISMA the Preferred Reporting Items for Systematic reviews and Meta-Analysis, RCT randomized controlled trial
The RCTs were initially searched by title, and if that yielded no result, further searches using author, year of publication, and digital object identifier (DOI) were performed. MNE performed all searches, and SDM independently searched a sample of 50 random RCTs. We calculated intraclass correlation coefficient (ICC) using the two-way mixed-effects model to secure consistency in our search approach [39]. An ICC < 0.9 would lead to further training and collaboration between the two data curators.
Statistical analysis
The number and frequency of databases searched were described in absolute numbers, mean, median, and interquartile range (IQR). The correlation between the number of databases searched and the year of publication of the included SRs was performed using Spearman’s rank correlation coefficient. Use of an information specialist was reported as number and frequency. The correlation was calculated using Pearson’s correlation coefficient. Correlation between the year of publication and the use of PRISMA was also performed using Pearson’s correlation coefficient. In this analysis, we only included SRs published after 2009, the year PRISMA was published [33].
The contribution of RCTs from each database and the various combinations of databases and their combined contributions were described as absolute numbers, overall coverage, mean coverage per SR, median coverage per SR, and 100% coverage per SR. Coverage rates were calculated using the numbers of RCTs retrieved by the database(s) divided by the total number of included RCTs, presented as percentages. Although Google Scholar has a high recall rate, previous reports have highlighted issues with low precision in structured literature searches of Google Scholar. Hence, calculations were performed with and without Google Scholar [40, 41]. We tabulated the three best combinations across two, three, and four databases, both including and excluding Google Scholar. All statistical analyses were performed in RStudio (v. 4.1.3, RStudio v. 1.4) for Windows 10 using the Tidyverse packages [42].
Results
The initial searches in PubMed and Epistemonikos yielded 1,256 results, of which 128 were duplicates. After title and abstract screening, 314 SRs were eligible for full text review. Eighty-five SRs ended up being included. The 36 SRs where we could not access full-texts were excluded as this was an exploratory study, and resources were limited for acquiring additional materials. The full process can be seen in Fig. 1.
Fig. 1.
Flowchart of the selection process of the included and excluded SRs and RCTs
From the 85 included SRs, 1227 RCTs were collected, and after removing 785 duplicates, 442 (36%) unique titles were manually searched in the nine databases, the five previous stated and CINAHL (via EBSCOhost), Index to Chiropractic Literature (ICL) (Chiroindex.org – Index To Chiropractic Literature), PEDro (English – PEDro), and AMED – The Allied and Complementary Medicine Database (via EBSCOhost). MANTIS was also searched by more than 20% of the SRs, but despite multiple attempts, we could not gain access to MANTIS. From a sample of 50 random RCTs, an ICC of 0.97 (95% confidence interval = 0.96–0.97) showed excellent agreement between the two assessors without the need for further training.
Characteristics of the included SRs and RCTs
All the included SRs were published between 1985 and 2021. Figure 2 shows the distribution over time for the included SRs and the RCTs’ accumulation. A significant but weak correlation of 0.25 was found, indicating that newer SRs search slightly more databases.
Fig. 2.
A Distribution of the included systematic reviews and B accumulation of included randomized controlled trials over time
Thirty-four (40%) of the SRs investigated the effect of SMT as a treatment for disorders in the lumbar spine, SI-joint, or coccyx. The second most investigated region was the cervical spine and different types of headaches, which 25 (29%) of the SRs focused on.
Sixteen (19%) of the SRs included used an information specialist. No correlation was found between the use of an information specialist/research librarian and the number of databases searched.
Mean and median numbers for databases searched by the SRs were 5.8 and 6, respectively, with an IQR of 3, the distribution is shown in Fig. 3. All 85 SRs searched MEDLINE/PubMed (100%), Cochrane Library (78%), EMBASE (72%), and CINAHL (71%) were searched second to fourth most, with a considerable drop to the fifth most searched database being the Index to Chiropractic Literature at 33%. Collectively, the 85 SRs searched 52 different databases, shown in Fig. 4. Mean, median, and IQR for RCTs per SR were 14.4, 8, and 15, respectively. No correlation was found between the number of RCTs per SR, and the number of databases searched (correlation coefficient = − 0.06).
Fig. 3.

Number of databases searched by the systematic reviews
Fig. 4.
Frequency of use of individual databases by the included systematic reviews
Fifty-eight SRs were published after 2009 and included in the correlation calculation between the use of PRISMA and the year of publication. Twenty-nine of the 58 SRs (50%) reported using PRISMA. A significant moderate correlation of 0.68 between the use of PRISMA and the year of publication was found, indicating that more recent SRs more often apply PRISMA.
Appendix 1 contains a full list of the included SRs and their characteristics. Appendix 2 provides a complete list of all included randomized controlled trials, their characteristics, and in which databases they were found.
Unique RCTs per database
Eighteen of the 442 RCTs (4.1%) were not found in any of the nine databases. Thirteen (2.9%) RCTs were unique to only one database, Google Scholar (n = 6), PEDro (n = 4), and CENTRAL (n = 3). When excluding Google Scholar from the analysis 24 of the 442 RCTs (5.4%) were not found in any of the eight databases. Ten (2.3%) RCTs were unique to only one database, PEDro (n = 5), Cochrane Library (n = 4), and Index to Chiropractic Literature (n = 1), listed in Table 2. The 18 RCTs not found in any of the nine databases were primarily in Chinese, further details are listed in Table 3
Table 2.
Number of unique RCTs per database
| Databases | Unique RCTs in the database (n) | Unique RCTs in the databases—excl. Google Scholar (n) |
|---|---|---|
| PEDro | 4 | 5 |
| Cochrane Library | 3 | 4 |
| Index to Chiropractic Literature | 0 | 1 |
| MEDLINE/PubMed | 0 | 0 |
| EMBASE | 0 | 0 |
| Web of Science | 0 | 0 |
| CINAHL | 0 | 0 |
| AMED | 0 | 0 |
| Google Scholar | 6 | – |
RCT randomized controlled trial, SR systematic review
Table 3.
The 18 RCTs not found in any of the nine searched databases
| Characteristics of non-retrievable RCTs | Number of RCTs |
|---|---|
| Chinese literature, including dissertations | 11 |
| German Osteopathic literature | 5 |
| Dissertations or master theses | 2 |
RCT randomized controlled trial
Coverage rates
For each of the databases, their overall coverage rate was calculated, and Cochrane Library obtained the highest individual coverage rate of 91.6%, followed by Google Scholar (88.2%) and EMBASE (85.5%).
Combined recall rates of three databases performed better, with the highest recall rate at 95.9% obtained by CENTRAL, Google Scholar, and PEDro. This combination was able to retrieve all 424 possible RCTs. The best combinations of four performed similarly, though the best performing combination of four databases excluding Google Scholar retrieved one more RCT (n = 418), than the best combination of three. The minimum recall per SR was zero for all nine databases due to one SR, including four RCTs, that were not found by any database. Tables 4, 5, 6 and 7 shows overall recall rates, mean, median, and 100% recall per SR of all individual databases and the three best performing combinations with and without Google Scholar. A complete list of all combinations of two, three and, four databases and their recall rates can be found in Appendix 3.
Table 4.
Coverage rates of individual databases
| Databases | RCTs found (n) | Overall recalla (%) | Mean recall per SRb (%) | Median recall per SRc (%) | 100% recall per SRd (%) |
|---|---|---|---|---|---|
| CENTRAL | 405 | 91.6 | 92.1 | 100.0 | 75.3 |
| Google Scholar | 390 | 88.2 | 88.7 | 95.2 | 47.1 |
| EMBASE | 378 | 85.5 | 87.6 | 100.0 | 50.6 |
| PEDro | 366 | 82.8 | 85.0 | 93.8 | 37.6 |
| MEDLINE/PubMed | 366 | 82.8 | 83.8 | 90.0 | 36.5 |
| Web of Science | 320 | 72.4 | 76.7 | 82.1 | 24.7 |
| CINAHL | 290 | 65.6 | 62.9 | 66.7 | 17.6 |
| AMED | 225 | 50.9 | 54.5 | 55.6 | 8.2 |
| ICL | 84 | 19.0 | 19.6 | 14.9 | 2.4 |
| Total RCTs found by any of the nine databases investigated | 424 | 95.9 | – | – | – |
RCT randomized controlled trial, SR systematic review
Table 5.
Combined coverage rates of two databases
| RCTs found (n) | Overall recalla (%) | Mean recall per SRb (%) | Median recall per SRc (%) | 100% recall per SRd (%) | |
|---|---|---|---|---|---|
| Combination of two databases incl. Google Scholar | |||||
| Cochrane Library + Google Scholar | 417 | 94.3 | 95.2 | 100.0 | 83.5 |
| Google Scholar + PEDro | 416 | 94.1 | 96.4 | 100.0 | 83.5 |
| Cochrane Library + PEDro | 414 | 93.7 | 94.3 | 100.0 | 82.4 |
| Combination of two databases excl. Google Scholar | |||||
| Cochrane Library + PEDro | 414 | 93.7 | 94.3 | 100.0 | 82.4 |
| Cochrane Library + AMED | 410 | 92.8 | 93.3 | 100.0 | 82.4 |
| Cochrane Library + ICL | 409 | 92.5 | 93.2 | 100.0 | 80.0 |
RCT randomized controlled trial, SR systematic review
aOverall recall: The total number of included references retrieved by the database(s) divided by the total number of included references
bMean recall per SR: The average recall rate per SR
cMedian recall per SR: The median value of recall per SR
d100% recall per SR: The percentage of SRs for which the database(s) retrieved all included references
Table 6.
Combined coverage rates of three databases
| RCTs found (n) | Overall recalla (%) | Mean recall per SRb (%) | Median recall per SRc (%) | 100% recall per SRd (%) | |
|---|---|---|---|---|---|
| Combination of three databases incl. Google Scholar | |||||
| Cochrane Library + Google Scholar + PEDro | 424 | 95.9 | 97.0 | 100.0 | 90.6 |
| Cochrane Library + Google Scholar + AMED | 420 | 95.0 | 95.6 | 100.0 | 88.2 |
| Google Scholar + PEDro + AMED | 419 | 94.8 | 96.8 | 100.0 | 85.9 |
| Combination of three databases excl. Google Scholar | |||||
| Cochrane Library + EMBASE + PEDro | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
| Cochrane Library + ICL + PEDro | 417 | 94.3 | 95.4 | 100.0 | 85.9 |
| Cochrane Library + MEDLINE/PubMed + PEDro | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
RCT randomized controlled trial, SR systematic review
aOverall recall: The total number of included references retrieved by the database(s) divided by the total number of included references
bMean recall per SR: The average recall rate per SR
cMedian recall per SR: The median value of recall per SR
d100% recall per SR: The percentage of SRs for which the database(s) retrieved all included references
Table 7.
Combined recall rates of four databases
| RCTs found (n) | Overall recalla (%) | Mean recall per SRb (%) | Median recall per SRc (%) | 100% recall per SRd (%) | |
|---|---|---|---|---|---|
| Combination of four databases incl. Google Scholar | |||||
| Cochrane Library + Google Scholar + PEDro + CINAHL | 424 | 95.9 | 97.0 | 100.0 | 90.6 |
| Cochrane Library + Google Scholar + EMBASE + PEDro | 424 | 95.9 | 97.0 | 100.0 | 90.6 |
| Cochrane Library + Google Scholar + PEDro + ICL | 424 | 95.9 | 97.0 | 100.0 | 90.6 |
| Combination of four databases incl. Google Scholar | |||||
| Cochrane Library + CINAHL + PEDro + ICL | 418 | 94.6 | 95.6 | 100.0 | 87.1 |
| Cochrane Library + EMBASE + PEDro + ICL | 418 | 94.6 | 95.6 | 100.0 | 87.1 |
| Cochrane Library + MEDLINE/PubMed + PEDro + ICL | 418 | 94.6 | 95.6 | 100.0 | 87.1 |
RCT randomized controlled trial, SR systematic review
aOverall recall: The total number of included references retrieved by the database(s) divided by the total number of included references
bMean recall per SR: The average recall rate per SR
cMedian recall per SR: The median value of recall per SR
d100% recall per SR: The percentage of SRs for which the database(s) retrieved all included references
Discussion
On average, the SRs searched 5.8 databases, commonly corresponding to the Cochrane Handbook for Systematic Reviews of Interventions (i.e., MEDLINE/PubMed, Cochrane Library, and EMBASE) [11]. The SRs contained 14.4 RCTs on average, with an IQR of 15, indicating a large variation in research available depending on the topic within SMT. The large proportion of duplicate RCTs (64%) within all the included SRs, reflect a considerable overlap with many similar SRs on SMT in general.
The single database with the highest overall coverage rate was Cochrane Library (91.6%). It also outperformed the other databases on mean, median, and 100% coverage per SR, retrieving all RCTs in 75.3% of the included SRs. Adding Google Scholar, the coverage rate increased to 94.3%, only seven short of detecting the 424 possible RCTs. Excluding Google Scholar, the combination of Cochrane Library and PEDro retrieved 93.7% of all RCTs. The best combination of three databases, Cochrane Library, Google Scholar, and PEDro, was able to retrieve all possible RCTs with a coverage rate of 95.9%. When excluding Google Scholar, the best combination was Cochrane Library, PEDro, and ICL or EMBASE, with a coverage rate of 94.3%, retrieving eight more RCTs than Cochrane Library, MEDLINE/PubMed, and EMBASE combined, as recommended by the Cochrane Handbook. Although CINAHL was used more frequently than PEDro and performed better on its own than ICL, we suggest using PEDro or ICL over CINAHL when searching multiple databases. This is mainly due to fact that PEDro and ICL performed better than CINAHL when combined with Cochrane Library or both Cochrane Library and MEDLINE/PubMed. Furthermore, CINAHL did not retrieve any unique RCTs, while PEDro and ICL retrieved five and one unique RCTs, respectively, when excluding Google Scholar from the analysis.
Bramer et al. [32] suggested that an acceptable literature search for a SR should cover at least 95% of all possible studies. This was possible using any combination of Cochrane Library, Google Scholar, and PEDro/EMBASE/ICL. However, 18 RCTs were not found in any of the nine databases investigated in this study, resulting in the highest possible coverage rate being 95.9% (94.6% when excluding Google Scholar). However, we still find our results representative for conducting a thorough search as the same 18 RCTs limited our findings. Two of the included SRs contained 12 of the 18 RCTs not found, and for these apply, that they searched in either Chinese databases or databases explicitly related to osteopathy. The rest were found in six different SRs. The major challenge was Chinese literature (n = 11). Most likely because they are only indexed in databases other than the ones we searched, although issues relating to translation cannot be ruled out. The large diversity in databases searched by the SRs, especially Asian databases, and the amount of Chinese studies not found might suggest that a wide diversity of electronic databases is required to find all relevant materials. Our findings underline this, where PEDro found most unique references when ignoring Google scholar. Further research should aim to determine the role of Asian databases when performing SRs of SMT. Moreover, authors should remember the importance of a wide diversity of electronic databases combined with additional methods than electronic databases when searching for literature. These methods include hand searching journals, conference proceedings, searching reference lists of previously conducted systematic and narrative reviews, contacting experts in the field, and searching databases related to theses and dissertations [11, 12]. Searching ongoing and unpublished studies (often referred to as gray literature) also make up an important part of a systematic literature search, but since unpublished literature was excluded from this study, we cannot provide any specific considerations.
Overall, our results suggest that, in theory, using Cochrane's recommended databases along with PEDro and ICL appears sufficient to capture more than 95% of all SMT RCTs. Supporting the results of Aagaard et al. [31], who concluded that searching MEDLINE, EMBASE, and CENTRAL were insufficient when searching for musculoskeletal disorders. In their study, adding PEDro or ICL did not improve their search. However, their scope was much broader than ours. It is not unlikely that our findings can be extrapolated into manual therapy in general, as different types of interventions typically share (1) journals, (2) keywords, and (3) professions who administrate them. However, this is entirely speculative. Given our findings, we suggest that when performing reviews related to specific professions (e.g., chiropractic), selecting profession-specific databases (e.g., PEDro or ICL) in addition to Cochrane's recommended databases may provide more unique RCTs. Likewise, a review with another profession-oriented approach than chiropractic or physiotherapy could arguably exchange the ICL/PEDro for another profession-related database (e.g., Osteopathic Research Web for osteopaths).
Ranking databases based on coverage rates presents some challenges. The presence of a relevant study in a database does not automatically correspond to that study being found by the search strategy used (e.g., the selected keywords). This limitation becomes evident in the case of Google Scholar. Google Scholar achieved the second-highest single database coverage rate of 88.2% and was a part of the combinations with the highest coverage rates. Also, Google Scholar was able to identify the most unique RCTs (six) of all databases. Despite these impressive results, it has previously been reported that the precision of Google Scholar is low [40, 41]. Because of this and other limitations in its search functions, it has been assessed to be inadequate as a standalone database and should rather be used in addition to traditional databases [43]. An example could be to search for gray literature and quality assurance.
Only 16 (19%) of the SRs reported the use of an information specialist contradicting general guidelines [11] and suggestions from previous studies [34, 35]. However, this may be the result of under-reporting [35]. We highly suggest using an information specialist when conducting a SR since it enhances the quality of the SR [35, 44]. We would also remind researchers to report the use of information specialists when used, and acknowledge their work, either as an author, if they qualify for that according to the Vancouver guidelines, or in acknowledgments [45].
The increased number of databases searched and the increased use of PRISMA in recent years may reflect a tendency towards more emphasis on thorough methodology and transparency. This may explain the large number of duplicates found. Earlier SRs may be of such low quality that the information disserted is inapplicable to clinical practice, and newer SRs provide a more thorough and detailed dissertation. While this is speculative, some evidence suggests that the manual therapy professions have provided higher quality research in recent years [46, 47].
Limitations
The assumption that the 442 included RCTs make up all relevant effect studies in the field of SMT is idealistic, as we did not perform a thorough systematic search and data extraction but an exploratory study. First, other SRs may have been found in databases other than PubMed and Epistemonikos or without using the “Systematic review” filter. Second, the included SRs may have excluded RCTs considered irrelevant for their purpose but could have been relevant in the context of contribution of databases. Third, the included SRs were published from 1985 to 2021 and may not include most recent RCTs. Fourth, older SRs may not have had access to the same databases as today. An example of this is Google Scholar, which was first released in 2004 [48], prior SRs would not have been able to use that database. However, despite all of this, we consider our sample size sufficient to provide thorough recommendations for future SMT reviews.
As mentioned above, evaluating databases solely on their performance in coverage rate and ability to find unique RCTs alone is not adequate. The fact that a database contains a reference is not the same as that reference being found using a search string or that a link to the full text is available. Our findings cannot be directly generalized to other fields as the performance of the databases greatly depends on the topic. Another limitation revolves around the selection of investigated databases. Our findings might look different if additional profession-specific databases were included (e.g., those related to osteopathy).
Conclusion
Cochrane Library had the single highest overall coverage rate and contained the third most unique RCTs of the nine databases investigated. The combination which performed best excluding Google Scholar, was Cochrane Library, PEDro, Index to Chiropractic Literature and either EMBASE, MEDLINE/PubMed, or CINAHL, with a coverage of 94.6%.
For studies related to SMT, we suggest following the recommendations by the Cochrane Handbook searching Cochrane Library, MEDLINE, and EMBASE and adding PEDro and Index to Chiropractic Literature. In addition, Google Scholar might also be used to search gray literature and quality assurance or can be included in the search strategy depending on authors’ available research time and ambition.
Researchers should apply these results to select the most relevant databases for future SMT reviews. Furthermore, our findings should be translated to other areas of manual therapy.
Acknowledgements
We acknowledge the reviewers who provided detailed revisions, significantly improving the manuscript.
Abbreviations
- SR
Systematic review
- RCT
Randomized controlled trial
- CENTRAL
The Cochrane Central Register of Controlled Trials
- SMT
Spinal manipulative therapy
- PRISMA
The preferred reporting items for systematic reviews and meta-analyses
- SI
Sacroiliac-joint
- PROM
Patient-reported outcome measure
- ICL
Index to Chiropractic Literature
- DOI
Digital object identifier
- IQR
Interquartile range
Appendix 1
See Table 8.
Table 8.
Overview of the included SRs
| Title | Author(s) | Year of publication | Journal | Number of databases searched | Number of included RCTs | Number of included RCTs not found by any of the nine databases |
|---|---|---|---|---|---|---|
| Manipulation and mobilization of the cervical spine. A systematic review of the literature | Hurwitz et al. | 1996 | Spine | 4 | 15 | 0 |
| Efficacy of Spinal Manipulation for Chronic Headache: A Systematic Review | Bronfort et al. | 2001 | Journal of Manipulative and Physiological Therapeutics | 5 | 10 | 0 |
| Spinal manipulation for primary and secondary dysmenorrhoea | Proctor et al. | 2001 | Cochrane Database of Systematic Reviews | 11 | 5 | 0 |
| Spinal manipulation: a systematic review of sham-controlled, double-blind, randomized clinical trials Sham-Controlled, Double-Blind, Randomized Clinical Trials | Ernst et al. | 2001 | Journal of Pain and Symptom Management | 5 | 6 | 0 |
| High-velocity low-amplitude spinal manipulation for symptomatic lumbar disk disease: a systematic review of the literature | Lisi et al. | 2005 | Journal of Manipulative and Physiological Therapeutics | 4 | 1 | 0 |
| The effect of thoracic spine manipulation on pain and disability in patients with non-specific neck pain: a systematic review | Huisman et al. | 2013 | Disability and Rehabilitation | 4 | 10 | 0 |
| Spinal manipulative therapy for acute low back pain: an update of the cochrane review | Rubinstein et al. | 2013 | Spine | 6 | 20 | 0 |
| Osteopathic manipulative treatment for low back pain: a systematic review and meta-analysis of randomized controlled trials | Licciardone et al. | 2005 | BMC Musculoskeletal Disorders | 9 | 6 | 0 |
| Clinical effectiveness of the activator adjusting instrument in the management of musculoskeletal disorders: a systematic review of the literature | Huggins et al. | 2012 | Journal of the Canadian Chiropractic Association | 5 | 5 | 0 |
| Chiropractic care for nonmusculoskeletal conditions: a systematic review with implications for whole systems research | Hawk et al. | 2007 | Journal of Alternative and Complementary Medicine | 5 | 4 | 0 |
| Osteopathic intervention in chronic non-specific low back pain: a systematic review | Orrock et al. | 2013 | BMC Musculoskeletal Disorders | 9 | 2 | 0 |
| Spinal manipulation for asthma: a systematic review of randomised clinical trials | Ernst E | 2009 | Respiratory Medicine | 4 | 1 | 0 |
| Thoracic manual therapy is not more effective than placebo thoracic manual therapy in patients with shoulder dysfunctions: A systematic review with meta-analysis | Bizzarri et al. | 2018 | Musculoskeletal Science and Practice | 7 | 5 | 0 |
| Osteopathic manipulative treatment for low back and pelvic girdle pain during and after pregnancy: A systematic review and meta-analysis | Franke et al. | 2017 | Journal of Bodywork and Movement Therapies | 8 | 3 | 0 |
| Comparison Between Oblique Pulling Spinal Manipulation and Other Treatments for Lumbar Disc Herniation: A Systematic Review and Meta-Analysis | Mo et al. | 2018 | Journal of Manipulative and Physiological Therapeutics | 8 | 9 | 8 |
| Benefits and harms of spinal manipulative therapy for the treatment of chronic low back pain: systematic review and meta-analysis of randomised controlled trials | Rubinstein et al. | 2019 | BMJ | 6 | 47 | 1 |
| The effectiveness of thoracic spine manipulation for the management of musculoskeletal conditions: a systematic review and meta-analysis of randomized clinical trials | Walser et al.. | 2009 | Journal of Manual and Manipulative Therapy | 5 | 13 | 0 |
| Osteopathic manipulative treatment: A systematic review and critical appraisal of comparative effectiveness and health economics research | Steel et al.. | 2017 | Musculoskeletal Science and Practice | 6 | 6 | 0 |
| Is manipulative therapy clinically necessary for relief of neck pain? A systematic review and meta-analysis | Yao et al.. | 2017 | Chinese Journal of Integrative Medicine | 17 | 19 | 1 |
| Effectiveness and Economic Evaluation of Chiropractic Care for the Treatment of Low Back Pain: A Systematic Review of Pragmatic Studies | Blanchette et al.. | 2016 | PLoS One | 5 | 8 | 0 |
| Osteopathic manipulative treatment in neurological diseases: Systematic review of the literature | Cerritelli et al.. | 2016 | Journal of the Neurological Sciences | 11 | 4 | 0 |
| Chinese manipulation for mechanical neck pain: a systematic review | Lin et al.. | 2012 | Clinical Rehabilitation | 4 | 4 | 0 |
| The effectiveness of sub-group specific manual therapy for low back pain: a systematic review | Slater et al.. | 2012 | Manual Therapy | 4 | 7 | 0 |
| The effectiveness of acupuncture, acupressure and chiropractic interventions on treatment of chronic nonspecific low back pain in Iran: A systematic review and meta-analysis | Yeganeh et al.. | 2017 | Complementary Therapies in Clinical Practice | 7 | 3 | 0 |
| Association of Spinal Manipulative Therapy With Clinical Benefit and Harm for Acute Low Back Pain: Systematic Review and Meta-analysis | Paige et al.. | 2017 | JAMA | 4 | 28 | 0 |
| Manipulation and mobilisation for neck pain contrasted against an inactive control or another active treatment | Gross et al. | 2015 | Cochrane Database of Systematic Reviews | 7 | 62 | 0 |
| Vertigo and Balance Disorders—The Role of Osteopathic Manipulative Treatment: A Systematic Review | Tramontano et al. | 2021 | Complementary Medicine Research | 3 | 2 | 0 |
| Spinal manipulative therapy in the management of cervicogenic headache | Fernández-de-Las-Peñas et al. | 2005 | Headache | 6 | 2 | 0 |
| The outcomes of manipulation or mobilization therapy compared with physical therapy or exercise for neck pain: a systematic review | Schroeder et al. | 2013 | Evidence-Based Spine-Care Journal | 2 | 7 | 0 |
| Osteopathy for musculoskeletal pain patients: a systematic review of randomized controlled trials | Posadzki et al. | 2011 | Clinical Rheumatology | 6 | 14 | 0 |
| Osteopathic manipulative treatment for nonspecific low back pain: a systematic review and meta-analysis | Franke et al. | 2014 | BMC Musculoskeletal Disorders | 8 | 10 | 1 |
| Patient-centered outcomes of high-velocity, low-amplitude spinal manipulation for low back pain: a systematic review | Goertz et al. | 2012 | Journal of Electromyography and Kinesiology | 3 | 38 | 0 |
| A Systematic Review and Meta-Analysis of the Efficacy of Manipulative Therapy in Women with Primary Dysmenorrhea | Abaraogu et al. | 2017 | Explore | 6 | 3 | 0 |
| Effectiveness of osteopathic manipulative therapy for managing symptoms of irritable bowel syndrome: a systematic review | Müller et al. | 2014 | The Journal of the American Osteopathic Association | 6 | 2 | 0 |
| The global summit on the efficacy and effectiveness of spinal manipulative therapy for the prevention and treatment of non-musculoskeletal disorders: a systematic review of the literature | Côté et al. | 2021 | Chiropractic and Manual Therapies | 5 | 7 | 0 |
| Determining the level of evidence for the effectiveness of spinal manipulation in upper limb pain: A systematic review and meta-analysis | Aoyagi et al. | 2015 | Manual Therapy | 15 | 6 | 1 |
| Are manual therapies, passive physical modalities, or acupuncture effective for the management of patients with whiplash-associated disorders or neck pain and associated disorders? An update of the Bone and Joint Decade Task Force on Neck Pain and Its Associated Disorders by the OPTIMa collaboration | Wong et al. | 2016 | The Spine Journal | 5 | 9 | 0 |
| Is manipulative therapy more effective than sham manipulation in adults: a systematic review and meta-analysis | Scholten-Peeters et al. | 2013 | Chiropractic and Manual Therapies | 5 | 16 | 0 |
| Effects of spinal manipulation versus therapeutic exercise on adults with chronic low back pain: a literature review | Merepeza A | 2014 | Journal of the Canadian Chiropractic Association | 4 | 3 | 0 |
| Spinal manipulation and mobilisation for back and neck pain: a blinded review | Koes et al. | 1991 | BMJ | 1 | 35 | 0 |
| Mobilization and Manipulation of the Cervical Spine in Patients with Cervicogenic Headache: Any Scientific Evidence? | Garcia et al. | 2016 | Frontiers in Neurology | 6 | 9 | 0 |
| Spinal manipulative therapy for low back pain. A meta-analysis of effectiveness relative to other therapies | Assendelft et al. | 2003 | Annals of Internal Medicine | 4 | 53 | 0 |
| Spinal manipulative therapy for acute low‐back pain | Rubinstein et al. | 2012 | Cochrane Database of Systematic Reviews | 8 | 30 | 0 |
| The effectiveness of physiotherapy and manipulation in patients with tension-type headache: a systematic review | Lenssinck et al. | 2004 | Pain | 3 | 4 | 0 |
| Effectiveness of physical therapist administered spinal manipulation for the treatment of low back pain: a systematic review of the literature | Kuczynski et al. | 2012 | International Journal of Sports Physical Therapy | 6 | 6 | 0 |
| Combined chiropractic interventions for low‐back pain | Walker et al. | 2010 | Cochrane Database of Systematic Reviews | 6 | 19 | 0 |
| Chiropractic Care of Adults With Postpartum-Related Low Back, Pelvic Girdle, or Combination Pain: A Systematic Review | Weis et al. | 2020 | Journal of Manipulative and Physiological Therapeutics | 4 | 3 | 0 |
| Manipulation and mobilization for treating chronic low back pain: a systematic review and meta-analysis | Coulter et al. | 2018 | The Spine Journal | 6 | 64 | 0 |
| Comparative effectiveness of exercise, acupuncture, and spinal manipulation for low back pain | Standaert et al. | 2011 | Spine | 2 | 2 | 0 |
| Spinal manipulations for cervicogenic headaches: a systematic review of randomized clinical trials | Posadzki et al. | 2011 | Headache | 7 | 8 | 0 |
| Osteopathic manipulative treatment (OMT) for lower urinary tract symptoms (LUTS) in women | Franke et al. | 2013 | Journal of Bodywork and Movement Therapies | 9 | 4 | 4 |
| The effectiveness of spinal manipulation for the treatment of headache disorders: a systematic review of randomized clinical trials | Astin et al. | 2002 | Cephalalgia | 8 | 9 | 0 |
| Spinal manipulative therapy for chronic low-back pain: an update of a Cochrane review | Rubinstein et al. | 2011 | Spine | 9 | 26 | 0 |
| Spinal manipulation for low back pain. An updated systematic review of randomized clinical trials | Koes et al. | 1996 | Spine | 1 | 46 | 0 |
| Psychological response in spinal manipulation (PRISM): a systematic review of psychological outcomes in randomised controlled trials | Williams et al. | 2007 | Complentary Therapy in Medicine | 6 | 28 | 0 |
| Chiropractic Care for Adults With Pregnancy-Related Low Back, Pelvic Girdle Pain, or Combination Pain: A Systematic Review | Weis et al. | 2020 | Journal of Manipulative and Physiological Therapeutics | 4 | 3 | 0 |
| Spinal manipulation for dysmenorrhoea | Proctor et al. | 2006 | Cochrane Database of Systematic Reviews | 7 | 3 | 0 |
| Thoracic spine manipulation for the management of mechanical neck pain: A systematic review and meta-analysis | Masaracchio et al. | 2019 | PLoS One | 7 | 14 | 0 |
| Spinal manipulations for tension-type headaches: a systematic review of randomized controlled trials | Posadzki et al. | 2012 | Complementary Therapies in Medicine | 8 | 5 | 0 |
| Spinal manipulation for the management of cervicogenic headache: A systematic review and meta-analysis | Fernandez et al. | 2020 | European Journal of Pain | 5 | 6 | 0 |
| Best Practices for Chiropractic Care for Older Adults: A Systematic Review and Consensus Update | Hawk et al. | 2017 | Journal of Manipulative and Physiological Therapeutics | 6 | 3 | 0 |
| Chiropractic spinal manipulation for neck pain: a systematic review | Ernst E | 2003 | The Journal of Pain | 5 | 4 | 0 |
| Efficacy of spinal manipulation/mobilization therapy. A meta-analysis | Ottenbacher et al. | 1985 | Spine | 1 | 9 | 0 |
| Spinal Manipulation Vs Sham Manipulation for Nonspecific Low Back Pain: A Systematic Review and Meta-analysis | Ruddock et al. | 2016 | Journal of Chiropractic Medicine | 4 | 9 | 0 |
| Spinal manipulative therapy for chronic low-back pain | Rubinstein et al. | 2011 | Cochrane Database of Systematic Reviews | 9 | 45 | 0 |
| Chiropractic treatment for gastrointestinal problems: a systematic review of clinical trials | Ernst E | 2011 | Canadian Journal of Gastroenterology | 6 | 2 | 0 |
| Does cervical spine manipulation reduce pain in people with degenerative cervical radiculopathy? A systematic review of the evidence, and a meta-analysis | Zhu et al. | 2016 | Clinical Rehabilitation | 9 | 3 | 1 |
| Evidence-informed management of chronic low back pain with spinal manipulation and mobilization | Bronfort et al. | 2008 | The Spine Journal | 5 | 27 | 0 |
| Manipulation or mobilisation for neck pain | Gross et al. | 2010 | Cochrane Database of Systematic Reviews | 6 | 27 | 0 |
| Chiropractic treatment for fibromyalgia: a systematic review | Ernst E | 2009 | Clinical Rheumatology | 6 | 4 | 0 |
| Manipulative therapy for pregnancy and related conditions: a systematic review | Khorsan et al. | 2009 | Obstretical and Gynecological Survey | 6 | 1 | 0 |
| Thoracic spine thrust manipulation improves pain, range of motion, and self-reported function in patients with mechanical neck pain: a systematic review | Cross et al. | 2011 | Journal of Orthopaedic and Sports Physical Therapy | 6 | 6 | 0 |
| The Impact of Spinal Manipulation on Migraine Pain and Disability: A Systematic Review and Meta-Analysis | Rist et al. | 2019 | Headache | 2 | 6 | 0 |
| Spinal manipulations for the treatment of migraine: a systematic review of randomized clinical trials | Posadzki et al. | 2011 | Cephalalgia | 7 | 3 | 0 |
| Spinal manipulation or mobilization for radiculopathy: a systematic review | Leininger et al. | 2011 | Physical Medicine and Rehabilitation Clinics of North America | 5 | 16 | 0 |
| Spinal manipulative therapy for low back pain | Assendelft et al. | 2004 | Cochrane Database of Systematic Reviews | 4 | 52 | 0 |
| Efficacy of spinal manipulation and mobilization for low back pain and neck pain: a systematic review and best evidence synthesis | Bronfort et al. | 2004 | The Spine Journal | 5 | 46 | 1 |
| Does spinal manipulative therapy help people with chronic low back pain? | Ferreira et al. | 2002 | Australian Journal of Physiotherapy | 4 | 12 | 0 |
| The effect of spinal manipulative therapy on pain relief and function in patients with chronic low back pain: an individual participant data meta-analysis | de Zoete et al. | 2021 | Physiotherapy | 7 | 21 | 0 |
| Manipulation and mobilisation for mechanical neck disorders | Gross et al. | 2004 | Cochrane Database of Systematic Reviews | 6 | 33 | 0 |
| NASS Contemporary Concepts in Spine Care: spinal manipulation therapy for acute low back pain | Dagenais et al. | 2010 | The Spine Journal | 1 | 14 | 0 |
| Efficacy of spinal manipulative therapy for low back pain of less than three months' duration | Ferreira et al. | 2003 | Journal of Manipulative and Physiological Therapeutics | 4 | 16 | 0 |
| Manipulation and Mobilization for Treating Chronic Nonspecific Neck Pain: A Systematic Review and Meta-Analysis for an Appropriateness Panel | Coulter et al. | 2019 | Pain Physician | 6 | 53 | 0 |
| Effectiveness of osteopathic interventions in chronic non-specific low back pain: A systematic review and meta-analysis | Dal Farra et al. | 2021 | Complementary Therapies in Medicine | 7 | 10 | 0 |
| Manipulative and manual therapies in the management of patients with prior lumbar surgery: A systematic review | Daniels CJ | 2021 | Complementary Therapies in Clinical Practice | 8 | 7 | 0 |
Appendix 2
See Table 9.
Table 9.
Overview of all unique randomized controlled trials included
| Title | First author | Year of publication | Journal | CINAHL | Cochrane Library | EMBASE | Google Scholar | ICL | MEDLINE/PubMed | Web of Science | PEDro | AMED |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Effectiveness of myofascial release in the management of chronic low back pain in nursing professionals | Ajimsha MS | 2014 | Journal of Bodywork and Movement Therapies | Y | Y | Y | Y | N | Y | N | Y | Y |
| Role of manual therapy with exercise regime versus exercise regime alone in the management of non-specific chronic neck pain | Akhter S | 2014 | Pakistan Journal of Pharmaceutical Sciences | N | Y | Y | Y | N | Y | Y | Y | N |
| Der Einfluss der osteopathischen Behandlung auf Blasenentleerungsstörungen bei Frauen | Alberts K | 2005 | AFO, Germany | N | N | N | N | N | N | N | N | N |
| Stretching as an adjunct to chiropractic manipulation of chronic neck pain-before, after or not at all? A prospective randomized controlled clinical trial | Allan M | 2003 | European Journal of Chiropractic | Y | N | N | N | Y | N | N | Y | Y |
| A randomized clinical trial of manual therapy for cervico-brachial pain syndrome – a pilot study | Allison GT | 2002 | Manual Therapy | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Physical therapy in occipital headaches | Ammer K | 1990 | Manual Medicine | N | Y | Y | N | N | N | N | Y | Y |
| A comparison of selected osteopathic treatment and relaxation for tension-type headaches | Anderson RE | 2006 | Headache | Y | Y | Y | Y | N | Y | Y | Y | N |
| A comparison of osteopathic spinal manipulation with standard care for patients with low back pain | Andersson GB | 1999 | New England Journal of Medicine | Y | Y | Y | Y | N | Y | Y | Y | Y |
| A randomized controlled trial on the effectiveness of a classification-based system for subacute and chronic low back pain | Apeldoorn AT | 2012 | Spine | Y | Y | Y | Y | N | Y | Y | Y | N |
| Applying Joint Mobilization at Different Cervical Vertebral Levels does not Influence Immediate Pain Reduction in Patients with Chronic Neck Pain: A Randomized Clinical Trial | Aquino RL | 2009 | Journal of Manual and Manipulative Therapy | Y | Y | Y | Y | N | Y | N | Y | N |
| Effects of Myofascial Release in Nonspecific Chronic Low Back Pain: A Randomized Clinical Trial | Arguisuelas MD | 2017 | Spine | Y | Y | Y | Y | N | Y | Y | Y | N |
| The efficacy of manual treatment in low back pain: A clinical trial | Arkuszewski Z | 1986 | Manual Medicine | N | N | N | N | N | N | N | Y | Y |
| Manual therapy and exercise therapy in patients with chronic low back pain: a randomized, controlled trial with 1-year follow-up | Aure OF | 2003 | Spine | N | Y | Y | Y | N | Y | Y | Y | Y |
| Manual therapy followed by specific active exercises versus a placebo followed by specific active exercises on the improvement of functional disability in patients with chronic non specific low back pain: a randomized controlled trial | Balthazard P | 2012 | BMC Musculoskeletal Disorders | Y | Y | Y | Y | N | Y | Y | Y | N |
| Manipulative therapy in addition to usual medical care for patients with shoulder dysfunction and pain: a randomized, controlled trial | Bergman GJD | 2004 | Annals of Internal Medicine | Y | Y | Y | Y | N | Y | Y | Y | N |
| Acute low back pain in industry. A controlled prospective study with special reference to therapy and confounding factors | Bergquist-Ullman M | 1977 | Acta Orthopaedica Scandinavica | N | Y | Y | Y | N | Y | Y | Y | N |
| Efficacy of treating low back pain and dysfunction secondary to osteoarthritis: chiropractic care compared with moist heat alone | Beyerman KL | 2006 | Journal of Manipulative and Physiological Therapeutics | Y | Y | Y | Y | Y | Y | Y | Y | Y |
| Spinal manipulative therapy has an immediate effect on thermal pain sensitivity in people with low back pain: a randomized controlled trial | Bialosky JE | 2009 | Physical Therapy | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Spinal manipulative therapy-specific changes in pain sensitivity in individuals with low back pain | Bialosky JE | 2014 | The Journal of Pain | Y | Y | Y | Y | N | Y | Y | Y | N |
| Immediate effects of a high-velocity spine manipulation in paraspinal muscles activity of nonspecific chronic low-back pain subjects | Bicalho E | 2010 | Manual Therapy | Y | Y | Y | Y | N | Y | Y | Y | Y |
| The Chiropractic Hospital-based Interventions Research Outcomes (CHIRO) study: a randomized controlled trial on the effectiveness of clinical practice guidelines in the medical and chiropractic management of patients with acute mechanical low back pain | Bishop PB | 2010 | The Spine Journal | Y | Y | Y | Y | N | Y | Y | Y | N |
| Zur Objektivierung der manualtherapeutischen Beeinflußbarkeit des spondylogenen Kopfschmerzes / [Objective criteria for the evaluation of chiropractic treatment of spondylotic headache] | Bitterli J | 1977 | Der Nervenarzt | N | Y | Y | N | N | Y | Y | Y | N |
| A controlled, multicentre trial of manual therapy in low-back pain. Initial status, sick-leave and pain score during follow-up | Blomberg S | 1992 | Scandinavian Journal of Primary Health Care | N | Y | Y | Y | N | Y | N | Y | N |
| A controlled, multicentre trial of manual therapy with steroid injections in low-back pain: functional variables, side effects and complications during four months follow-up | Blomberg S | 1993 | Clinical Rehabilitation | Y | Y | Y | Y | N | N | N | Y | Y |
| Manual therapy with steroid injections in low-back pain. Improvement of quality of life in a controlled trial with four months' follow-up | Blomberg S | 1993 | Scandinavian Journal of Primary Health Care | N | Y | Y | Y | N | Y | N | Y | Y |
| A randomized study of manual therapy with steroid injections in low-back pain. Telephone interview follow-up of pain, disability, recovery and drug consumption | Blomberg S | 1994 | European Spine Journal | N | Y | Y | Y | N | Y | N | Y | N |
| Manual therapy with steroid injections–a new approach to treatment of low back pain. A controlled multicenter trial with an evaluation by orthopedic surgeons | Blomberg S | 1994 | Spine | Y | Y | Y | Y | N | Y | Y | Y | N |
| The effectiveness of chiropractic management of fibromyalgia patients: a pilot study | Blunt KL | 1997 | Journal of Manipulative and Physiological Therapeutics | Y | Y | Y | Y | Y | Y | Y | Y | Y |
| Efficacy of high-velocity low-amplitude manipulative technique in subjects with low-back pain during menstrual cramping | Boesler D | 1993 | Journal of the American Osteopathic Association | N | Y | Y | Y | N | Y | N | Y | Y |
| Sick leave reductions from a comprehensive manual therapy programme for low back pain: the Gotland Low Back Pain Study | Bogefeldt J | 2008 | Clinical Rehabilitation | Y | Y | Y | Y | N | Y | Y | N | Y |
| Spinal manipulation vs. amitriptyline for the treatment of chronic tension-type headaches: a randomized clinical trial | Boline PD | 1995 | Journal of Manipulative and Physiological Therapeutics | Y | Y | Y | Y | Y | Y | Y | Y | Y |
| Spinal manipulation in the treatment of episodic tension-type headache: a randomized controlled trial | Bove G | 1998 | JAMA | Y | Y | Y | Y | N | Y | Y | N | Y |
| A controlled, prospective pilot study of the possible effects of chiropractic manipulation in the treatment of osteo-arthritis of the hip | Brantingham JW | 2003 | European Journal of Chiropractic | Y | Y | N | N | Y | N | N | Y | Y |
| Identifying subgroups of patients with acute/subacute "nonspecific" low back pain: results of a randomized clinical trial | Brennan GP | 2006 | Spine | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Immediate effects of inhibitive distraction on active range of cervical flexion in patients with neck pain: a pilot study | Briem K | 2007 | Journal of Manual and Manipulative Therapy | Y | Y | Y | Y | N | Y | N | Y | N |
| Cervical pain and mobilization | Brodin H | 1984 | International Journal of Rehabilitation Research | N | Y | Y | Y | N | Y | Y | Y | N |
| Chiropractic versus general medical treatment of low back pain: a small scale controlled clinical trial | Bronfort G | 1989 | American Journal of Chiropractic Medicine | N | Y | N | N | Y | N | N | Y | Y |
| Trunk exercise combined with spinal manipulative or NSAID therapy for chronic low back pain: a randomized, observer-blinded clinical trial | Bronfort G | 1996 | Journal of Manipulative and Physiological Therapeutics | Y | Y | Y | Y | Y | Y | N | Y | Y |
| A randomized clinical trial of exercise and spinal manipulation for patients with chronic neck pain | Bronfort G | 2001 | Spine | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Spinal manipulation, epidural injections, and self-care for sciatica: a pilot study for a randomized clinical trial | Bronfort G | 2004 | Journal of Manipulative and Physiological Therapeutics | Y | Y | Y | Y | Y | Y | Y | Y | Y |
| Supervised exercise, spinal manipulation, and home exercise for chronic low back pain: a randomized clinical trial | Bronfort G | 2011 | The Spine Journal | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Spinal manipulation, medication, or home exercise with advice for acute and subacute neck pain: a randomized trial | Bronfort G | 2012 | Annals of Internal Medicine | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Spinal manipulation and home exercise with advice for subacute and chronic back-related leg pain: a trial with adaptive allocation | Bronfort G | 2014 | Annals of Internal Medicine | Y | Y | Y | Y | N | Y | Y | Y | N |
| Effectiveness of an extension-oriented treatment approach in a subgroup of subjects with low back pain: a randomized clinical trial | Browder DA | 2007 | Physical Therapy | Y | Y | Y | Y | N | Y | Y | Y | N |
| A controlled trial of rotational manipulation in low back pain | Buerger AA | 1980 | Manual Medicine | N | Y | Y | N | N | N | N | Y | Y |
| Single-blind randomised controlled trial of chemonucleolysis and manipulation in the treatment of symptomatic lumbar disc herniation | Burton AK | 2000 | European Spine Journal | N | Y | Y | Y | N | Y | Y | Y | Y |
| Randomized controlled trial of specific spinal stabilization exercises and conventional physiotherapy for recurrent low back pain | Cairns MC | 2006 | Spine | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Amount of health care and self-care following a randomized clinical trial comparing flexion-distraction with exercise program for chronic low back pain | Cambron JA | 2006 | Chiropractic and Osteopathy | Y | Y | Y | Y | Y | Y | N | Y | N |
| One-year follow-up of a randomized clinical trial comparing flexion distraction with an exercise program for chronic low-back pain | Cambron JA | 2006 | Journal of Alternative and Complementary Medicine | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Muscle tenderness in tension headache treated with acupuncture or physiotherapy | Carlsson J | 1990 | Cephalalgia | N | Y | Y | Y | N | Y | Y | Y | N |
| The access randomized clinical trial of public versus private physiotherapy for low back pain | Casserley-Feeney SN | 2012 | Spine | Y | Y | Y | Y | N | Y | Y | Y | N |
| The immediate effect of manipulation versus mobilization on pain and range of motion in the cervical spine: a randomized controlled trial | Cassidy JD | 1992 | Journal of Manipulative and Physiological Therapeutics | N | Y | Y | Y | Y | Y | Y | Y | Y |
| Effectiveness of manual therapy compared to usual care by the general practitioner for chronic tension-type headache: design of a randomised clinical trial | Castien RF | 2009 | BMC Musculoskeletal Disorders | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Benefits of Craniosacral Therapy in Patients with Chronic Low Back Pain: A Randomized Controlled Trial | Castro-Sánchez AM | 2016 | Journal of Complementary Medicine | Y | Y | Y | Y | N | Y | Y | Y | N |
| Short-term effectiveness of spinal manipulative therapy versus functional technique in patients with chronic nonspecific low back pain: a pragmatic randomized controlled trial | Castro-Sánchez AM | 2016 | The Spine Journal | Y | Y | Y | Y | N | Y | Y | Y | N |
| Spinal manipulation compared with back school and with individually delivered physiotherapy for the treatment of chronic low back pain: a randomized trial with one-year follow-up | Cecchi F | 2010 | Clinical Rehabilitation | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Predictors of functional outcome in patients with chronic low back pain undergoing back school, individual physiotherapy or spinal manipulation | Cecchi F | 2012 | European Journal of Physical and Rehabilitation Medicine | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Clinical effectiveness of osteopathic treatment in chronic migraine: 3-Armed randomized controlled trial | Cerritelli F | 2015 | Complementary Therapies in Medicine | Y | Y | Y | Y | N | Y | Y | N | N |
| Chiropractic spinal manipulative therapy for cervicogenic headache: a single-blinded, placebo, randomized controlled trial | Chaibi A | 2017 | BMC Research Notes | N | Y | Y | Y | N | Y | N | Y | N |
| Chiropractic spinal manipulative therapy for migraine: a three-armed, single-blinded, placebo, randomized controlled trial | Chaibi A | 2017 | European Journal of Neurology | N | Y | Y | Y | N | Y | Y | N | N |
| [Clinical research on the fine tuning manipulation of short lever on spine in treating patients with cervical spondylotic myelopathy] | Chen J | 2009 | Chin J Tradit Med Trauma Orthop | N | N | N | N | N | N | N | Y | Y |
| A comparison of physical therapy, chiropractic manipulation, and provision of an educational booklet for the treatment of patients with low back pain | Cherkin DC | 1998 | New England Journal of Medicine | Y | Y | Y | Y | N | Y | Y | Y | Y |
| A clinical prediction rule to identify patients with low back pain most likely to benefit from spinal manipulation: a validation study | Childs JD | 2004 | Annals of Internal Medicine | Y | Y | Y | Y | N | Y | Y | N | Y |
| A perspective for considering the risks and benefits of spinal manipulation in patients with low back pain | Childs JD | 2006 | Manual Therapy | Y | Y | Y | Y | N | Y | Y | N | N |
| A prospective study of patients with chronic back pain randomised to group exercise, physiotherapy or osteopathy | Chown M | 2008 | Physiotherapy | Y | Y | Y | Y | N | N | Y | Y | N |
| Menopausal symptoms: an osteopathic investigation | Cleary C | 1994 | Complementary Therapies in Medicine | Y | Y | Y | Y | N | N | N | Y | N |
| Short-Term Effects of Thoracic Manipulation on Lower Trapezius Muscle Strength | Cleland JA | 2004 | Journal of Manual and Manipulative Therapy | Y | Y | Y | Y | N | N | N | Y | Y |
| Immediate effects of thoracic manipulation in patients with neck pain: a randomized clinical trial | Cleland JA | 2005 | Manual Therapy | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Short-term effects of thrust versus nonthrust mobilization/manipulation directed at the thoracic spine in patients with neck pain: a randomized clinical trial | Cleland JA | 2007 | Physical Therapy | Y | Y | Y | Y | N | Y | Y | Y | N |
| Comparison of the effectiveness of three manual physical therapy techniques in a subgroup of patients with low back pain who satisfy a clinical prediction rule: a randomized clinical trial | Cleland JA | 2009 | Spine | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Examination of a clinical prediction rule to identify patients with neck pain likely to benefit from thoracic spine thrust manipulation and a general cervical range of motion exercise: multi-center randomized clinical trial | Cleland JA | 2010 | Physical Therapy | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Early use of thrust manipulation versus non-thrust manipulation: a randomized clinical trial | Cook C | 2013 | Manual Therapy | Y | Y | Y | Y | N | Y | Y | N | N |
| Can a within/between-session change in pain during reassessment predict outcome using a manual therapy intervention in patients with mechanical low back pain? | Cook CE | 2012 | Manual Therapy | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Which prognostic factors for low back pain are generic predictors of outcome across a range of recovery domains? | Cook CE | 2013 | Physical Therapy | Y | Y | Y | Y | N | Y | Y | Y | Y |
| The immediate effects of manual therapy in patients with cervicobrachial pain on neural origin: a pilot study | Coppieters MW | 2000 | IFOMT 2000: International Federation of Orthopaedic Manipulative Therapists in Conjunction With the 11th Biennial Conference of the Manipulative Physiotherapists Association of Australia. Perth: The University of Western Australia | N | Y | N | N | N | N | N | Y | Y |
| Aberrant protective force generation during neural provocation testing and the effect of treatment in patients with neurogenic cervicobrachial pain | Coppieters MW | 2003 | Journal of Manipulative and Physiological Therapeutics | Y | Y | Y | Y | Y | Y | Y | Y | Y |
| The immediate effects of a cervical lateral glide treatment technique in patients with neurogenic cervicobrachial pain | Coppieters MW | 2003 | Journal of Orthopaedic and Sports Physical Therapy | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Multicentre trial of physiotherapy in the management of sciatic symptoms | Coxhead CE | 1981 | Lancet | N | Y | Y | Y | N | Y | Y | N | Y |
| Low back pain treated by manipulation; a controlled series | Coyer AB | 1955 | British Medical Journal | N | Y | Y | Y | N | Y | Y | N | Y |
| The Hmax/Mmax ratio as an outcome measure for acute low back pain | Cramer GD | 1993 | Journal of Manipulative and Physiological Therapeutics | N | Y | Y | Y | Y | Y | Y | N | N |
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Y yes, N no
Appendix 3
See Table 10.
Table 10.
Complete list of recall rates for all combinations of two, three and four databases
| RCTs found (n) | Overall recalla (%) | Mean recall per SRb (%) | Median recall per SRc (%) | 100% recall per SRd (%) | |
|---|---|---|---|---|---|
| Combination of two databases | |||||
| Cochrane Library + Google Scholar | 417 | 94.3 | 95.2 | 100.0 | 83.5 |
| Google Scholar + PEDro | 416 | 94.1 | 96.4 | 100.0 | 83.5 |
| Cochrane Library + PEDro | 414 | 93.7 | 94.3 | 100.0 | 82.4 |
| Cochrane Library + AMED | 410 | 92.8 | 93.3 | 100.0 | 82.4 |
| Cochrane Library + Index to Chiropractic Literature | 409 | 92.5 | 93.2 | 100.0 | 80.0 |
| Cochrane Library + MEDLINE/PubMed | 409 | 92.5 | 93.2 | 100.0 | 78.8 |
| Cochrane Library + EMBASE | 408 | 92.3 | 93.0 | 100.0 | 78.8 |
| CINAHL + Cochrane Library | 407 | 92.1 | 92.3 | 100.0 | 77.6 |
| Cochrane Library + Web of Science | 407 | 92.1 | 92.8 | 100.0 | 77.6 |
| EMBASE + PEDro | 405 | 91.6 | 93.5 | 100.0 | 74.1 |
| MEDLINE/PubMed + PEDro | 404 | 91.4 | 93.4 | 100.0 | 72.9 |
| Google Scholar + AMED | 401 | 90.7 | 90.9 | 100.0 | 52.9 |
| EMBASE + Google Scholar | 400 | 90.5 | 92.0 | 100.0 | 61.2 |
| Google Scholar + Index to Chiropractic Literature | 399 | 90.3 | 90.5 | 100.0 | 51.8 |
| Web of Science + PEDro | 399 | 90.3 | 92.8 | 100.0 | 68.2 |
| CINAHL + Google Scholar | 398 | 90.0 | 90.0 | 100.0 | 51.8 |
| Google Scholar + MEDLINE/PubMed | 395 | 89.4 | 90.6 | 100.0 | 54.1 |
| Google Scholar + Web of Science | 394 | 89.1 | 90.7 | 100.0 | 55.3 |
| CINAHL + EMBASE | 393 | 88.9 | 90.7 | 100.0 | 60.0 |
| CINAHL + PEDro | 393 | 88.9 | 90.8 | 100.0 | 60.0 |
| EMBASE + AMED | 393 | 88.9 | 90.1 | 100.0 | 60.0 |
| EMBASE + Index to Chiropractic Literature | 391 | 88.5 | 90.2 | 100.0 | 55.3 |
| CINAHL + MEDLINE/PubMed | 390 | 88.2 | 89.3 | 100.0 | 52.9 |
| PEDro + AMED | 387 | 87.6 | 90.1 | 100.0 | 60.0 |
| EMBASE + Web of Science | 386 | 87.3 | 88.5 | 100.0 | 51.8 |
| MEDLINE/PubMed + AMED | 386 | 87.3 | 88.8 | 98.1 | 48.2 |
| EMBASE + MEDLINE/PubMed | 385 | 87.1 | 88.5 | 100.0 | 51.8 |
| Index to Chiropractic Literature + MEDLINE/PubMed | 378 | 85.5 | 86.8 | 94.7 | 43.5 |
| Index to Chiropractic Literature + PEDro | 377 | 85.3 | 88.3 | 98.1 | 49.4 |
| MEDLINE/PubMed + Web of Science | 373 | 84.4 | 86.6 | 93.8 | 42.4 |
| CINAHL + Web of Science | 369 | 83.5 | 86.4 | 96.8 | 48.2 |
| Web of Science + AMED | 356 | 80.5 | 84.2 | 88.9 | 35.3 |
| Index to Chiropractic Literature + Web of Science | 340 | 76.9 | 82.2 | 88.9 | 32.9 |
| CINAHL + AMED | 336 | 76.0 | 76.0 | 83.3 | 28.2 |
| CINAHL + Index to Chiropractic Literature | 309 | 69.9 | 69.2 | 75.0 | 23.5 |
| Index to Chiropractic Literature + AMED | 246 | 55.7 | 58.8 | 60.0 | 10.6 |
| Combination of three databases | |||||
| Cochrane Library + Google Scholar + PEDro | 424 | 95.9 | 97.0 | 100.0 | 90.6 |
| Cochrane Library + Google Scholar + AMED | 420 | 95.0 | 95.6 | 100.0 | 88.2 |
| Google Scholar + PEDro + AMED | 419 | 94.8 | 96.8 | 100.0 | 85.9 |
| CINAHL + Cochrane Library + Google Scholar | 418 | 94.6 | 95.3 | 100.0 | 84.7 |
| CINAHL + Google Scholar + PEDro | 418 | 94.6 | 96.4 | 100.0 | 83.5 |
| Cochrane Library + Google Scholar + Index to Chiropractic Literature | 418 | 94.6 | 95.3 | 100.0 | 84.7 |
| Google Scholar + Index to Chiropractic Literature + PEDro | 418 | 94.6 | 96.5 | 100.0 | 84.7 |
| Cochrane Library + EMBASE + Google Scholar | 417 | 94.3 | 95.2 | 100.0 | 83.5 |
| Cochrane Library + EMBASE + PEDro | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
| Cochrane Library + Google Scholar + MEDLINE/PubMed | 417 | 94.3 | 95.2 | 100.0 | 83.5 |
| Cochrane Library + Google Scholar + Web of Science | 417 | 94.3 | 95.2 | 100.0 | 83.5 |
| Cochrane Library + Index to Chiropractic Literature + PEDro | 417 | 94.3 | 95.4 | 100.0 | 85.9 |
| Cochrane Library + MEDLINE/PubMed + PEDro | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
| EMBASE + Google Scholar + PEDro | 417 | 94.3 | 96.4 | 100.0 | 84.7 |
| Google Scholar + MEDLINE/PubMed + PEDro | 417 | 94.3 | 96.4 | 100.0 | 84.7 |
| Google Scholar + Web of Science + PEDro | 417 | 94.3 | 96.4 | 100.0 | 84.7 |
| Cochrane Library + PEDro + AMED | 416 | 94.1 | 95.0 | 100.0 | 84.7 |
| Cochrane Library + Web of Science + PEDro | 416 | 94.1 | 95.0 | 100.0 | 84.7 |
| CINAHL + Cochrane Library + PEDro | 415 | 93.9 | 94.5 | 100.0 | 83.5 |
| Cochrane Library + Index to Chiropractic Literature + AMED | 412 | 93.2 | 93.8 | 100.0 | 84.7 |
| Cochrane Library + MEDLINE/PubMed + AMED | 412 | 93.2 | 93.5 | 100.0 | 83.5 |
| Cochrane Library + EMBASE + AMED | 411 | 93.0 | 93.4 | 100.0 | 83.5 |
| Cochrane Library + Index to Chiropractic Literature + MEDLINE/PubMed | 411 | 93.0 | 93.6 | 100.0 | 81.2 |
| Cochrane Library + Web of Science + AMED | 411 | 93.0 | 93.4 | 100.0 | 83.5 |
| CINAHL + Cochrane Library + AMED | 410 | 92.8 | 93.3 | 100.0 | 82.4 |
| CINAHL + Cochrane Library + Index to Chiropractic Literature | 410 | 92.8 | 93.4 | 100.0 | 81.2 |
| CINAHL + Cochrane Library + MEDLINE/PubMed | 410 | 92.8 | 93.2 | 100.0 | 80.0 |
| CINAHL + EMBASE + PEDro | 410 | 92.8 | 94.6 | 100.0 | 78.8 |
| CINAHL + MEDLINE/PubMed + PEDro | 410 | 92.8 | 94.6 | 100.0 | 78.8 |
| Cochrane Library + EMBASE + Index to Chiropractic Literature | 410 | 92.8 | 93.4 | 100.0 | 81.2 |
| CINAHL + Cochrane Library + EMBASE | 409 | 92.5 | 93.0 | 100.0 | 80.0 |
| CINAHL + Cochrane Library + Web of Science | 409 | 92.5 | 93.0 | 100.0 | 80.0 |
| Cochrane Library + EMBASE + MEDLINE/PubMed | 409 | 92.5 | 93.2 | 100.0 | 78.8 |
| Cochrane Library + Index to Chiropractic Literature + Web of Science | 409 | 92.5 | 93.2 | 100.0 | 80.0 |
| Cochrane Library + MEDLINE/PubMed + Web of Science | 409 | 92.5 | 93.2 | 100.0 | 78.8 |
| EMBASE + Index to Chiropractic Literature + PEDro | 409 | 92.5 | 94.6 | 100.0 | 77.6 |
| CINAHL + EMBASE + Google Scholar | 408 | 92.3 | 93.3 | 100.0 | 67.1 |
| Cochrane Library + EMBASE + Web of Science | 408 | 92.3 | 93.0 | 100.0 | 78.8 |
| EMBASE + Google Scholar + AMED | 408 | 92.3 | 93.7 | 100.0 | 70.6 |
| EMBASE + Google Scholar + Index to Chiropractic Literature | 408 | 92.3 | 93.1 | 100.0 | 64.7 |
| EMBASE + PEDro + AMED | 408 | 92.3 | 93.9 | 100.0 | 76.5 |
| Index to Chiropractic Literature + MEDLINE/PubMed + PEDro | 408 | 92.3 | 94.5 | 100.0 | 76.5 |
| CINAHL + Web of Science + PEDro | 407 | 92.1 | 94.2 | 100.0 | 76.5 |
| MEDLINE/PubMed + PEDro + AMED | 407 | 92.1 | 93.8 | 100.0 | 75.3 |
| CINAHL + Google Scholar + AMED | 406 | 91.9 | 92.0 | 100.0 | 56.5 |
| EMBASE + Web of Science + PEDro | 406 | 91.9 | 93.6 | 100.0 | 75.3 |
| Google Scholar + Index to Chiropractic Literature + AMED | 406 | 91.9 | 92.3 | 100.0 | 62.4 |
| EMBASE + MEDLINE/PubMed + PEDro | 405 | 91.6 | 93.5 | 100.0 | 74.1 |
| Google Scholar + MEDLINE/PubMed + AMED | 405 | 91.6 | 92.6 | 100.0 | 61.2 |
| MEDLINE/PubMed + Web of Science + PEDro | 405 | 91.6 | 93.5 | 100.0 | 74.1 |
| Google Scholar + Index to Chiropractic Literature + MEDLINE/PubMed | 404 | 91.4 | 92.4 | 100.0 | 60.0 |
| Google Scholar + Web of Science + AMED | 404 | 91.4 | 92.7 | 100.0 | 62.4 |
| Index to Chiropractic Literature + Web of Science + PEDro | 404 | 91.4 | 93.9 | 100.0 | 71.8 |
| Web of Science + PEDro + AMED | 404 | 91.4 | 93.6 | 100.0 | 72.9 |
| CINAHL + Google Scholar + Index to Chiropractic Literature | 403 | 91.2 | 91.4 | 100.0 | 55.3 |
| CINAHL + Google Scholar + MEDLINE/PubMed | 403 | 91.2 | 91.9 | 100.0 | 60.0 |
| Google Scholar + Index to Chiropractic Literature + Web of Science | 403 | 91.2 | 92.5 | 100.0 | 62.4 |
| CINAHL + EMBASE + AMED | 402 | 91.0 | 92.5 | 100.0 | 70.6 |
| CINAHL + Google Scholar + Web of Science | 401 | 90.7 | 91.8 | 100.0 | 60.0 |
| EMBASE + Google Scholar + Web of Science | 401 | 90.7 | 92.2 | 100.0 | 62.4 |
| CINAHL + MEDLINE/PubMed + AMED | 400 | 90.5 | 91.6 | 100.0 | 61.2 |
| CINAHL + PEDro + AMED | 400 | 90.5 | 92.4 | 100.0 | 68.2 |
| EMBASE + Google Scholar + MEDLINE/PubMed | 400 | 90.5 | 92.0 | 100.0 | 61.2 |
| EMBASE + Index to Chiropractic Literature + AMED | 399 | 90.3 | 91.8 | 100.0 | 68.2 |
| CINAHL + EMBASE + Index to Chiropractic Literature | 398 | 90.0 | 91.8 | 100.0 | 63.5 |
| CINAHL + EMBASE + Web of Science | 398 | 90.0 | 91.0 | 100.0 | 62.4 |
| CINAHL + Index to Chiropractic Literature + PEDro | 398 | 90.0 | 92.0 | 100.0 | 64.7 |
| EMBASE + Index to Chiropractic Literature + Web of Science | 398 | 90.0 | 91.0 | 100.0 | 60.0 |
| CINAHL + EMBASE + MEDLINE/PubMed | 397 | 89.8 | 91.1 | 100.0 | 61.2 |
| CINAHL + Index to Chiropractic Literature + MEDLINE/PubMed | 396 | 89.6 | 91.1 | 100.0 | 58.8 |
| EMBASE + Index to Chiropractic Literature + MEDLINE/PubMed | 396 | 89.6 | 90.8 | 100.0 | 57.6 |
| EMBASE + MEDLINE/PubMed + AMED | 396 | 89.6 | 90.6 | 100.0 | 61.2 |
| EMBASE + Web of Science + AMED | 396 | 89.6 | 90.6 | 100.0 | 62.4 |
| Google Scholar + MEDLINE/PubMed + Web of Science | 396 | 89.6 | 90.8 | 100.0 | 55.3 |
| CINAHL + MEDLINE/PubMed + Web of Science | 393 | 88.9 | 89.7 | 100.0 | 55.3 |
| Index to Chiropractic Literature + MEDLINE/PubMed + AMED | 393 | 88.9 | 91.3 | 100.0 | 60.0 |
| Index to Chiropractic Literature + PEDro + AMED | 392 | 88.7 | 91.3 | 100.0 | 64.7 |
| EMBASE + MEDLINE/PubMed + Web of Science | 388 | 87.8 | 88.8 | 100.0 | 52.9 |
| MEDLINE/PubMed + Web of Science + AMED | 388 | 87.8 | 89.2 | 98.4 | 49.4 |
| Index to Chiropractic Literature + MEDLINE/PubMed + Web of Science | 385 | 87.1 | 89.6 | 98.1 | 49.4 |
| CINAHL + Web of Science + AMED | 381 | 86.2 | 88.9 | 100.0 | 50.6 |
| CINAHL + Index to Chiropractic Literature + Web of Science | 376 | 85.1 | 88.1 | 100.0 | 50.6 |
| Index to Chiropractic Literature + Web of Science + AMED | 367 | 83.0 | 87.1 | 95.0 | 43.5 |
| CINAHL + Index to Chiropractic Literature + AMED | 344 | 77.8 | 77.7 | 85.7 | 30.6 |
| Combination of four databases | |||||
| CINAHL + Cochrane Library + Google Scholar + PEDro | 424 | 95.9 | 97.0 | 100.0 | 90.6 |
| Cochrane Library + EMBASE + Google Scholar + PEDro | 424 | 95.9 | 97.0 | 100.0 | 90.6 |
| Cochrane Library + Google Scholar + Index to Chiropractic Literature + PEDro | 424 | 95.9 | 97.0 | 100.0 | 90.6 |
| Cochrane Library + Google Scholar + MEDLINE/PubMed + PEDro | 424 | 95.9 | 97.0 | 100.0 | 90.6 |
| Cochrane Library + Google Scholar + PEDro + AMED | 424 | 95.9 | 97.0 | 100.0 | 90.6 |
| Cochrane Library + Google Scholar + Web of Science + PEDro | 424 | 95.9 | 97.0 | 100.0 | 90.6 |
| CINAHL + Cochrane Library + Google Scholar + AMED | 420 | 95.0 | 95.6 | 100.0 | 88.2 |
| CINAHL + Google Scholar + PEDro + AMED | 420 | 95.0 | 96.8 | 100.0 | 85.9 |
| Cochrane Library + EMBASE + Google Scholar + AMED | 420 | 95.0 | 95.6 | 100.0 | 88.2 |
| Cochrane Library + Google Scholar + Index to Chiropractic Literature + AMED | 420 | 95.0 | 95.6 | 100.0 | 88.2 |
| Cochrane Library + Google Scholar + MEDLINE/PubMed + AMED | 420 | 95.0 | 95.6 | 100.0 | 88.2 |
| Cochrane Library + Google Scholar + Web of Science + AMED | 420 | 95.0 | 95.6 | 100.0 | 88.2 |
| Google Scholar + Index to Chiropractic Literature + PEDro + AMED | 420 | 95.0 | 96.8 | 100.0 | 87.1 |
| CINAHL + EMBASE + Google Scholar + PEDro | 419 | 94.8 | 96.5 | 100.0 | 84.7 |
| CINAHL + Google Scholar + Index to Chiropractic Literature + PEDro | 419 | 94.8 | 96.5 | 100.0 | 84.7 |
| CINAHL + Google Scholar + MEDLINE/PubMed + PEDro | 419 | 94.8 | 96.5 | 100.0 | 84.7 |
| CINAHL + Google Scholar + Web of Science + PEDro | 419 | 94.8 | 96.5 | 100.0 | 84.7 |
| EMBASE + Google Scholar + Index to Chiropractic Literature + PEDro | 419 | 94.8 | 96.5 | 100.0 | 85.9 |
| EMBASE + Google Scholar + PEDro + AMED | 419 | 94.8 | 96.8 | 100.0 | 85.9 |
| Google Scholar + Index to Chiropractic Literature + MEDLINE/PubMed + PEDro | 419 | 94.8 | 96.5 | 100.0 | 85.9 |
| Google Scholar + Index to Chiropractic Literature + Web of Science + PEDro | 419 | 94.8 | 96.5 | 100.0 | 85.9 |
| Google Scholar + MEDLINE/PubMed + PEDro + AMED | 419 | 94.8 | 96.8 | 100.0 | 85.9 |
| Google Scholar + Web of Science + PEDro + AMED | 419 | 94.8 | 96.8 | 100.0 | 85.9 |
| CINAHL + Cochrane Library + EMBASE + Google Scholar | 418 | 94.6 | 95.3 | 100.0 | 84.7 |
| CINAHL + Cochrane Library + Google Scholar + Index to Chiropractic Literature | 418 | 94.6 | 95.3 | 100.0 | 84.7 |
| CINAHL + Cochrane Library + Google Scholar + MEDLINE/PubMed | 418 | 94.6 | 95.3 | 100.0 | 84.7 |
| CINAHL + Cochrane Library + Google Scholar + Web of Science | 418 | 94.6 | 95.3 | 100.0 | 84.7 |
| CINAHL + Cochrane Library + Index to Chiropractic Literature + PEDro | 418 | 94.6 | 95.6 | 100.0 | 87.1 |
| Cochrane Library + EMBASE + Google Scholar + Index to Chiropractic Literature | 418 | 94.6 | 95.3 | 100.0 | 84.7 |
| Cochrane Library + EMBASE + Index to Chiropractic Literature + PEDro | 418 | 94.6 | 95.6 | 100.0 | 87.1 |
| Cochrane Library + Google Scholar + Index to Chiropractic Literature + MEDLINE/PubMed | 418 | 94.6 | 95.3 | 100.0 | 84.7 |
| Cochrane Library + Google Scholar + Index to Chiropractic Literature + Web of Science | 418 | 94.6 | 95.3 | 100.0 | 84.7 |
| Cochrane Library + Index to Chiropractic Literature + MEDLINE/PubMed + PEDro | 418 | 94.6 | 95.6 | 100.0 | 87.1 |
| Cochrane Library + Index to Chiropractic Literature + PEDro + AMED | 418 | 94.6 | 95.6 | 100.0 | 87.1 |
| CINAHL + Cochrane Library + EMBASE + PEDro | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
| CINAHL + Cochrane Library + MEDLINE/PubMed + PEDro | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
| CINAHL + Cochrane Library + Web of Science + PEDro | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
| Cochrane Library + EMBASE + Google Scholar + MEDLINE/PubMed | 417 | 94.3 | 95.2 | 100.0 | 83.5 |
| Cochrane Library + EMBASE + Google Scholar + Web of Science | 417 | 94.3 | 95.2 | 100.0 | 83.5 |
| Cochrane Library + EMBASE + MEDLINE/PubMed + PEDro | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
| Cochrane Library + EMBASE + PEDro + AMED | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
| Cochrane Library + EMBASE + Web of Science + PEDro | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
| Cochrane Library + Google Scholar + MEDLINE/PubMed + Web of Science | 417 | 94.3 | 95.2 | 100.0 | 83.5 |
| Cochrane Library + Index to Chiropractic Literature + Web of Science + PEDro | 417 | 94.3 | 95.4 | 100.0 | 85.9 |
| Cochrane Library + MEDLINE/PubMed + PEDro + AMED | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
| Cochrane Library + MEDLINE/PubMed + Web of Science + PEDro | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
| Cochrane Library + Web of Science + PEDro + AMED | 417 | 94.3 | 95.2 | 100.0 | 85.9 |
| EMBASE + Google Scholar + MEDLINE/PubMed + PEDro | 417 | 94.3 | 96.4 | 100.0 | 84.7 |
| EMBASE + Google Scholar + Web of Science + PEDro | 417 | 94.3 | 96.4 | 100.0 | 84.7 |
| Google Scholar + MEDLINE/PubMed + Web of Science + PEDro | 417 | 94.3 | 96.4 | 100.0 | 84.7 |
| CINAHL + Cochrane Library + PEDro + AMED | 416 | 94.1 | 95.0 | 100.0 | 84.7 |
| CINAHL + EMBASE + Google Scholar + AMED | 413 | 93.4 | 94.9 | 100.0 | 75.3 |
| Cochrane Library + Index to Chiropractic Literature + MEDLINE/PubMed + AMED | 413 | 93.4 | 93.9 | 100.0 | 84.7 |
| CINAHL + Cochrane Library + Index to Chiropractic Literature + AMED | 412 | 93.2 | 93.8 | 100.0 | 84.7 |
| CINAHL + Cochrane Library + MEDLINE/PubMed + AMED | 412 | 93.2 | 93.5 | 100.0 | 83.5 |
| CINAHL + EMBASE + Google Scholar + Index to Chiropractic Literature | 412 | 93.2 | 94.0 | 100.0 | 69.4 |
| CINAHL + EMBASE + Index to Chiropractic Literature + PEDro | 412 | 93.2 | 95.1 | 100.0 | 81.2 |
| CINAHL + EMBASE + PEDro + AMED | 412 | 93.2 | 95.0 | 100.0 | 81.2 |
| CINAHL + Index to Chiropractic Literature + MEDLINE/PubMed + PEDro | 412 | 93.2 | 95.1 | 100.0 | 81.2 |
| CINAHL + MEDLINE/PubMed + PEDro + AMED | 412 | 93.2 | 95.0 | 100.0 | 81.2 |
| Cochrane Library + EMBASE + Index to Chiropractic Literature + AMED | 412 | 93.2 | 93.8 | 100.0 | 84.7 |
| Cochrane Library + EMBASE + MEDLINE/PubMed + AMED | 412 | 93.2 | 93.5 | 100.0 | 83.5 |
| Cochrane Library + Index to Chiropractic Literature + Web of Science + AMED | 412 | 93.2 | 93.8 | 100.0 | 84.7 |
| Cochrane Library + MEDLINE/PubMed + Web of Science + AMED | 412 | 93.2 | 93.5 | 100.0 | 83.5 |
| EMBASE + Google Scholar + Index to Chiropractic Literature + AMED | 412 | 93.2 | 94.5 | 100.0 | 76.5 |
| CINAHL + Cochrane Library + EMBASE + AMED | 411 | 93.0 | 93.4 | 100.0 | 83.5 |
| CINAHL + Cochrane Library + Index to Chiropractic Literature + MEDLINE/PubMed | 411 | 93.0 | 93.6 | 100.0 | 81.2 |
| CINAHL + Cochrane Library + Web of Science + AMED | 411 | 93.0 | 93.4 | 100.0 | 83.5 |
| CINAHL + EMBASE + Web of Science + PEDro | 411 | 93.0 | 94.7 | 100.0 | 80.0 |
| CINAHL + MEDLINE/PubMed + Web of Science + PEDro | 411 | 93.0 | 94.7 | 100.0 | 80.0 |
| Cochrane Library + EMBASE + Index to Chiropractic Literature + MEDLINE/PubMed | 411 | 93.0 | 93.6 | 100.0 | 81.2 |
| Cochrane Library + EMBASE + Web of Science + AMED | 411 | 93.0 | 93.4 | 100.0 | 83.5 |
| Cochrane Library + Index to Chiropractic Literature + MEDLINE/PubMed + Web of Science | 411 | 93.0 | 93.6 | 100.0 | 81.2 |
| EMBASE + Index to Chiropractic Literature + PEDro + AMED | 411 | 93.0 | 95.0 | 100.0 | 80.0 |
| CINAHL + Cochrane Library + EMBASE + Index to Chiropractic Literature | 410 | 92.8 | 93.4 | 100.0 | 81.2 |
| CINAHL + Cochrane Library + EMBASE + MEDLINE/PubMed | 410 | 92.8 | 93.2 | 100.0 | 80.0 |
| CINAHL + Cochrane Library + Index to Chiropractic Literature + Web of Science | 410 | 92.8 | 93.4 | 100.0 | 81.2 |
| CINAHL + Cochrane Library + MEDLINE/PubMed + Web of Science | 410 | 92.8 | 93.2 | 100.0 | 80.0 |
| CINAHL + EMBASE + MEDLINE/PubMed + PEDro | 410 | 92.8 | 94.6 | 100.0 | 78.8 |
| CINAHL + Google Scholar + Index to Chiropractic Literature + AMED | 410 | 92.8 | 93.2 | 100.0 | 65.9 |
| CINAHL + Google Scholar + MEDLINE/PubMed + AMED | 410 | 92.8 | 93.7 | 100.0 | 65.9 |
| CINAHL + Index to Chiropractic Literature + Web of Science + PEDro | 410 | 92.8 | 94.7 | 100.0 | 78.8 |
| Cochrane Library + EMBASE + Index to Chiropractic Literature + Web of Science | 410 | 92.8 | 93.4 | 100.0 | 81.2 |
| EMBASE + Index to Chiropractic Literature + Web of Science + PEDro | 410 | 92.8 | 94.7 | 100.0 | 78.8 |
| Google Scholar + Index to Chiropractic Literature + MEDLINE/PubMed + AMED | 410 | 92.8 | 94.1 | 100.0 | 70.6 |
| Index to Chiropractic Literature + MEDLINE/PubMed + PEDro + AMED | 410 | 92.8 | 94.9 | 100.0 | 78.8 |
| CINAHL + Cochrane Library + EMBASE + Web of Science | 409 | 92.5 | 93.0 | 100.0 | 80.0 |
| CINAHL + Web of Science + PEDro + AMED | 409 | 92.5 | 94.7 | 100.0 | 78.8 |
| Cochrane Library + EMBASE + MEDLINE/PubMed + Web of Science | 409 | 92.5 | 93.2 | 100.0 | 78.8 |
| EMBASE + Google Scholar + Index to Chiropractic Literature + Web of Science | 409 | 92.5 | 93.3 | 100.0 | 67.1 |
| EMBASE + Google Scholar + Web of Science + AMED | 409 | 92.5 | 93.9 | 100.0 | 71.8 |
| EMBASE + Index to Chiropractic Literature + MEDLINE/PubMed + PEDro | 409 | 92.5 | 94.6 | 100.0 | 77.6 |
| Google Scholar + Index to Chiropractic Literature + Web of Science + AMED | 409 | 92.5 | 94.2 | 100.0 | 72.9 |
| Index to Chiropractic Literature + MEDLINE/PubMed + Web of Science + PEDro | 409 | 92.5 | 94.6 | 100.0 | 77.6 |
| CINAHL + EMBASE + Google Scholar + MEDLINE/PubMed | 408 | 92.3 | 93.3 | 100.0 | 67.1 |
| CINAHL + EMBASE + Google Scholar + Web of Science | 408 | 92.3 | 93.3 | 100.0 | 67.1 |
| CINAHL + Google Scholar + Index to Chiropractic Literature + MEDLINE/PubMed | 408 | 92.3 | 93.2 | 100.0 | 64.7 |
| CINAHL + Google Scholar + Web of Science + AMED | 408 | 92.3 | 93.7 | 100.0 | 65.9 |
| EMBASE + Google Scholar + Index to Chiropractic Literature + MEDLINE/PubMed | 408 | 92.3 | 93.1 | 100.0 | 64.7 |
| EMBASE + Google Scholar + MEDLINE/PubMed + AMED | 408 | 92.3 | 93.7 | 100.0 | 70.6 |
| EMBASE + MEDLINE/PubMed + PEDro + AMED | 408 | 92.3 | 93.9 | 100.0 | 76.5 |
| EMBASE + Web of Science + PEDro + AMED | 408 | 92.3 | 93.9 | 100.0 | 76.5 |
| Index to Chiropractic Literature + Web of Science + PEDro + AMED | 408 | 92.3 | 94.6 | 100.0 | 76.5 |
| MEDLINE/PubMed + Web of Science + PEDro + AMED | 407 | 92.1 | 93.8 | 100.0 | 75.3 |
| CINAHL + EMBASE + Index to Chiropractic Literature + AMED | 406 | 91.9 | 93.4 | 100.0 | 77.6 |
| CINAHL + Google Scholar + Index to Chiropractic Literature + Web of Science | 406 | 91.9 | 93.1 | 100.0 | 64.7 |
| EMBASE + MEDLINE/PubMed + Web of Science + PEDro | 406 | 91.9 | 93.6 | 100.0 | 75.3 |
| Google Scholar + MEDLINE/PubMed + Web of Science + AMED | 406 | 91.9 | 92.8 | 100.0 | 62.4 |
| CINAHL + Index to Chiropractic Literature + MEDLINE/PubMed + AMED | 405 | 91.6 | 93.2 | 100.0 | 71.8 |
| Google Scholar + Index to Chiropractic Literature + MEDLINE/PubMed + Web of Science | 405 | 91.6 | 92.5 | 100.0 | 62.4 |
| CINAHL + EMBASE + MEDLINE/PubMed + AMED | 404 | 91.4 | 92.8 | 100.0 | 70.6 |
| CINAHL + Index to Chiropractic Literature + PEDro + AMED | 404 | 91.4 | 93.0 | 100.0 | 71.8 |
| CINAHL + EMBASE + Index to Chiropractic Literature + Web of Science | 403 | 91.2 | 92.1 | 100.0 | 65.9 |
| CINAHL + EMBASE + Web of Science + AMED | 403 | 91.2 | 92.6 | 100.0 | 70.6 |
| CINAHL + Google Scholar + MEDLINE/PubMed + Web of Science | 403 | 91.2 | 91.9 | 100.0 | 60.0 |
| CINAHL + EMBASE + Index to Chiropractic Literature + MEDLINE/PubMed | 402 | 91.0 | 92.2 | 100.0 | 64.7 |
| EMBASE + Index to Chiropractic Literature + MEDLINE/PubMed + AMED | 402 | 91.0 | 92.3 | 100.0 | 69.4 |
| EMBASE + Index to Chiropractic Literature + Web of Science + AMED | 402 | 91.0 | 92.4 | 100.0 | 71.8 |
| EMBASE + Google Scholar + MEDLINE/PubMed + Web of Science | 401 | 90.7 | 92.2 | 100.0 | 62.4 |
| CINAHL + MEDLINE/PubMed + Web of Science + AMED | 400 | 90.5 | 91.6 | 100.0 | 61.2 |
| CINAHL + EMBASE + MEDLINE/PubMed + Web of Science | 399 | 90.3 | 91.2 | 100.0 | 62.4 |
| CINAHL + Index to Chiropractic Literature + MEDLINE/PubMed + Web of Science | 399 | 90.3 | 91.5 | 100.0 | 61.2 |
| EMBASE + Index to Chiropractic Literature + MEDLINE/PubMed + Web of Science | 399 | 90.3 | 91.1 | 100.0 | 60.0 |
| EMBASE + MEDLINE/PubMed + Web of Science + AMED | 397 | 89.8 | 90.7 | 100.0 | 62.4 |
| Index to Chiropractic Literature + MEDLINE/PubMed + Web of Science + AMED | 395 | 89.4 | 91.6 | 100.0 | 61.2 |
| CINAHL + Index to Chiropractic Literature + Web of Science + AMED | 387 | 87.6 | 90.5 | 100.0 | 56.5 |
aOverall recall: The total number of included references retrieved by the database(s) divided by the total number of included references
bMean recall per SR: The average recall rate per SR
cMedian recall per SR: The median value of recall per SR
d100% recall per SR: The percentage of SRs for which the database(s) retrieved all included references
Author contributions
MNE: Methodology, Investigation, Data curation, Formal Analysis, Visualization, Writing—Original Draft Preparation. SDM: Investigation, Data curation, Writing—Review and Editing. ANS: Conceptualization, Methodology, Supervision, Writing—Review and Editing. CGN: Conceptualization, Methodology, Supervision, Writing—Review and Editing. All authors read and approved the final manuscript.
Funding
No funding was received.
Availability of data and materials
All data is available in the supplementary material. For details on the coding procedudres please contact casper.nim@rsyd.dk.
Declarations
Ethics approval and consent to participate
No ethical approved was needed for this work.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Martin Nørregård Eybye, Email: m_martin-eybye@web.de.
Simon Dyrløv Madsen, Email: simonmadsen@health.sdu.dk.
Anders Nikolai Ørsted Schultz, Email: anos@rsyd.dk.
Casper Glissmann Nim, Email: casper.nim@rsyd.dk.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
All data is available in the supplementary material. For details on the coding procedudres please contact casper.nim@rsyd.dk.



