Citation: Welch V, Petticrew M, Tugwell P, Moher D, O'Neill J, et al. (2012) PRISMA-Equity 2012 Extension: Reporting Guidelines for Systematic Reviews with a Focus on Health Equity. PLoS Med 9(10): e1001333. doi:10.1371/journal.pmed.1001333
Published: October 30, 2012
Copyright: © 2012 Welch et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: We received funding from the Rockefeller Foundation and CIHR (grant number KPE 114370). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: DM is a member of the PLOS Medicine Editorial Board. All other authors have declared that no competing interests exist.
Abbreviations: PRISMA, preferred reporting items for systematic reviews and meta-analyses; PROGRESS-Plus, place of residence, race/ethnicity/culture/language, occupation, gender/sex, religion, education, socioeconomic status, social capital, and other possible factors such as disease status or disability
Provenance: Not commissioned; externally peer reviewed.
- There is a global imperative to tackle national and international health inequities— defined as unfair and avoidable differences in health.
- One step in reaching this goal is to improve the rigorous, scientific evidence base on the impacts of policies on inequities in health outcomes, resource allocation, and use.
- Systematic reviews are increasingly recognized as a valuable source of evidence for both health care and health systems decision making, yet very few systematic reviews report effects on health equity.
- We developed consensus-based reporting guidelines for equity-focused systematic reviews in order to help reviewers identify, extract, and synthesise evidence on equity in systematic reviews.
- Increased use of these reporting guidelines will help improve the reporting of effects on both inequities in health outcomes and health care use across gender, socioeconomic position, and other characteristics, both in systematic reviews and eventually primary research, thus contributing to the global agenda to improve health equity.
Health equity and social determinants of health remain high on international and national agendas. Recently, the report of the World Conference on Social Determinants of Health (October 2011) recognized the need for increased availability of data on inequities in health and resource allocation . The Global Symposium on Health Systems Research in 2010 also considered equity to be of fundamental importance . Despite such global commitment, there continues to be a dearth of evidence on the effects of policies on health equity .
Health equity is defined as the absence of avoidable and unfair inequalities in health . The moral judgment of fairness involves an ethical debate about freedom, capabilities, and opportunities with consideration of context . Rigorous scientific measurement and evaluation of the effects of policies on health equity is necessary to meet the goals of the World Health Organization Commission on Social Determinants of Health (WHO CSDH). Studies of the average effects of interventions, which control for confounding across individual and population-level characteristics, hide their impact on health equity. Using average effects to guide policy may even result in increases in health inequalities despite good intentions, as shown by an assessment of the impacts of country-level efforts in child health . Well-designed, scientific evaluations that assess effects on health equity are needed to break the poverty trap .
Systematic reviews have, on one hand, been promoted as a useful and comprehensive source of evidence for decision making ,, and, on the other hand, have been criticized by decision makers for not providing evidence about health equity ,.
Systematic reviews can address health equity questions in one of three ways. First, they can assess effects of interventions targeted at a disadvantaged population as done in a review on school feeding for disadvantaged children . Second, they can assess effects of interventions aimed at reducing social gradients such as the review on interventions to reduce the social gradient in smoking ,. Third, they can assess effects of interventions not aimed at reducing inequity but where it is important to understand the effects of the intervention on equity, such as lay health workers  or obesity prevention in children . We estimate that approximately 20% of systematic reviews indexed in MEDLINE meet one or more of these criteria .
A focus on health equity in systematic reviews may uncover evidence on intervention-generated inequalities , lack of evidence and the need for further research , or greater absolute impact for the poorest due to their poorer health status. For example, vitamin A has the largest absolute impact on mortality reduction for children with lowest nutritional status . However, few systematic reviews assess effects on health equity and those that do often provide insufficient detail to allow replication, including poor reporting of some population characteristics, subgroup analyses, and applicability judgments .
Reporting guidelines are designed to encourage completeness and transparency in reporting methods and results of systematic reviews, such as the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) Statement. Whilst there is guidance on conducting equity-focused systematic reviews , there is no guidance on reporting them. This is important because several methodological issues are specific to reporting on systematic reviews with a major focus on equity, such as how disadvantaged populations are defined, how equity is incorporated into syntheses, and how to report on the applicability of review findings to disadvantaged populations or settings.
We therefore developed reporting guidelines for equity-focused systematic reviews, and had two main goals: (1) to provide structured guidance on transparently reporting these methods and results, and (2) to legitimize and emphasize the importance of reporting health equity results. We aim to contribute to improving the evidence base for evidence-informed, equity-oriented policy through wide dissemination of these reporting guidelines.
To produce these equity reporting guidelines (henceforth called PRISMA-E 2012), we followed recommendations  for the development of health research reporting guidelines: the relevant steps include identifying need, obtaining funding, reviewing the literature, conducting a broad survey (Figure S1; Tables S2, S3, S4, S5), and exploring consensus (see Figure 1).
LMIC, low- and middle-income country.
A two-day consensus meeting was held on February 9–10, 2012 at the Rockefeller Foundation Sfondrata conference centre in Bellagio, Italy with 23 participants (Table S1). Its purpose was to discuss and reach consensus on each proposed item to be included in the PRISMA-E 2012 guidance. This guidance used the PRISMA statement and guidance as a starting point. PRISMA is an evidence-based minimum set of items for reporting in systematic reviews and meta-analyses; it does not currently have items relating explicitly to equity (www.prisma-statement.org) .
The meeting was organized to maximize participation and minimize lengthy presentations. Each participant was assigned a role to increase participation (Table S6). We provided all participants with instructions about these roles prior to the meeting (Table S7), and recorded all discussions and took detailed minutes.
We selected meeting participants on the basis of their expertise in systematic reviews, geographic diversity (prioritizing representation of participants from low- and middle-income countries), and representation of organizations that might use the reporting guidelines.
The participants included journal editors (n = 3), funders (n = 2), systematic review authors with a focus on low- and middle-income countries (n = 4), decision-making organizations (n = 2), practitioners in public health or health care (n = 5), and methodologists/statisticians (n = 4). Several participants represented more than one of these groups, but are only counted once. There were seven participants from low- and middle-income countries.
The consensus meeting participants (hereafter referred to as “we”) first agreed that the proposed equity reporting guidelines should be developed as a stand-alone document, because there is no set date for updating the PRISMA Statement and we felt that health equity issues are of sufficient global importance that they require explicit attention. Secondly, we agreed that the items were intended to focus on description of what was done and how, as with other reporting guidelines .
The proposed equity extension items are shown in Table 1, column 2, with the original PRISMA items in the left column. The rationale for these items is summarized below.
Title (1): Identify equity as a focus of the review, if relevant, using the term equity. We agreed that it is very important to facilitate identification of reviews that address equity. We recognize this is not standard practice. In a search of all systematic reviews in the last year, we found only seven with equity in the title (Table S8). Thus, we propose that all equity-focused reviews include equity in the title.
Structured Summary (2, 2A, 2B): State research question(s) and present results related to health equity, and assess applicability. We recognize that end-users may only read the abstract. Therefore, it is critical that the abstract details effects on equity.
Rationale (3 and 3A): Describe assumptions about mechanism(s) by which the intervention is assumed to have an impact on health equity, and provide analytic framework (if done). We felt that equity-focused systematic reviews need to define a priori how the intervention is expected to influence health equity, so that these hypotheses can be tested. A visual representation (analytic framework) can be very useful. For example, they can show the causal chain . Examples of using such frameworks for systematic reviews are increasingly available ,.
Objectives (4 and 4A): Describe how disadvantage was defined and research questions addressed. Health equity and disadvantage are normative concepts, thus the systematic review must define how these terms are operationalized. Research questions related to equity need to be explicitly stated. For example, socially disadvantaged mothers were defined as those who were poor, lived in an inner-city environment, or were single parents in one review .
Methods (6 and 6A): Provide rationale for eligible study designs and outcomes. Equity questions may involve interventions and/or outcomes that have not been assessed through randomized evaluations. Therefore, we recommend explicit consideration of eligible study designs based on fitness for purpose , and that the rationale for these choices be reported. Outcomes related to health equity need to be defined since they may involve differences between more and less advantaged groups. Furthermore, some questionnaire-based outcomes need to be adapted for less advantaged people. For example, a systematic review of culturally appropriate health education assessed the influence of culturally adapted measurement tools on knowledge outcomes using sensitivity analysis .
Information sources and search strategy (7 and 8): Describe the relevance of databases and sources for equity as well as any terms used related to equity questions. We recommend searching broadly for equity-related topics. Non-health databases such as transportation and economics may be relevant , as well as gray literature such as theses and unpublished reports. It is important to note that equity limits in the search could result in missing studies  unless these equity search strategies are validated. For example, the Cochrane Child Health filter  has been validated.
Data items (11): List and define data items related to equity where such data were sought. We recommend using an explicit checklist in the data extraction process to avoid missing data on health equity. We recommend place of residence, race/ethnicity/culture/language, occupation, gender/sex, religion, education, socioeconomic status, social capital and “plus” to indicate other possible factors such as disease status or disability (PROGRESS-Plus) . Each of these characteristics requires careful consideration regarding their definition and classification as well as their interaction with other contextual elements and how they influence health inequities. For example, there is no agreed system for classifying race, ethnicity, and culture, particularly across different countries . The concept of ethnicity has a relational dimension that helps in understanding social stratification and social exposures, and this relational dimension depends on context and setting . The categorization of individuals according to ethnic groups may have different results when compared to individuals self-classification, and may also have negative consequences . For each element of PROGRESS-Plus, authors need to consider whether health differences are avoidable and thus considered health inequities. When possible, systematic review authors should state how each element of PROGRESS-Plus was conceptualized, how it is hypothesized to affect health inequities, and how it was assessed. More limited criteria may also be used. For example, in a review of school feeding for disadvantaged children, data were sought on effects by socioeconomic position, or proxies for socioeconomic position such as nutritional status .
Synthesis of results (14): Describe methods of synthesizing findings on health inequities. In our view, an equity-focused review must present both relative and absolute differences between groups. Policy makers are interested in the absolute impact on deaths prevented or morbidity avoided. Furthermore, the absolute impact is likely to be higher in disadvantaged groups who are likely to have worse baseline health status. For example, vitamin A for preventing morbidity and mortality in children from 6 months to 5 years of age found a 24% relative risk reduction, which, in absolute terms, amounted to prevention of 22 deaths per 1,000 in a high-risk population but only three deaths per 1,000 in a medium-risk population .
Additional analyses (16): Describe methods of additional synthesis approaches related to equity questions. Additional quantitative or qualitative analyses may be necessary to answer equity questions; these include causal pathway analysis and process evaluation. For example, a review of school feeding tabulated effects for each study according to effect modifiers such as type of study, blinding versus unclear blinding, and high versus low energy .
Results (18, 21, 23): Equity-focused reviews should report all relevant population characteristics as well as contextual factors that may be important for the population and intervention of interest. We felt that the reporting guideline should emphasize the need to present results of all equity syntheses such as meta-regression and subgroup analyses (item 21), even if lacking in data. We also propose an additional item to describe the use of additional synthesis approaches such as process evaluation or the use of qualitative data to answer equity questions (item 23).
Conclusions (26, 26A): Present extent and limits of applicability to disadvantaged populations of interest and implications for research, practice, or policy related to equity. We agreed that systematic reviewers cannot make judgments about applicability or implications for practice and policy for every possible setting. However, we feel that the explicit reporting about applicability of findings to disadvantaged populations of interest is necessary to increase their relevance to decision makers (items 26 and 26A). For example, a Cochrane review of lay health workers suggested considerations for the assessment of applicability in different settings such as health system characteristics and on the ground constraints .
We have developed PRISMA-E 2012 to improve transparency and completeness of reporting of systematic reviews with a major focus on equity. We followed recent guidance on good practice in guideline development . This inclusive and evidence-based process resulted in the proposal of 20 additional items to the PRISMA Statement to improve reporting of equity-focused systematic reviews.
Equity and fairness are of paramount importance to health care decision making and resource allocation . This equity extension of PRISMA emphasizes the importance of enhancing the reporting of methods and results relevant to health equity, which we believe will improve the evidence base for equity-focused decision making over time.
We have planned several post-publication activities to increase dissemination and uptake of PRISMA-E 2012, such as presentations at conferences to reach decision makers, journal editors, and researchers, as well as web-based strategies such as webinars, an open-access website, and twitter. Readers can find out about post-publication activities on the Campbell and Cochrane Equity Methods Group website www.equity.cochrane.org.
To encourage journal endorsement, we will write to the nearly 200 PRISMA-endorsing journals and ask them to consider endorsing PRISMA-E 2012, using affirmative, precise language that has been shown to increase uptake, such as “[this journal] requires a completed PRISMA-E 2012 checklist as a condition of submission of systematic reviews whose main focus is equity. We recommend you, while completing this form, consider amending your manuscript to ensure your article addresses all issues raised by the PRISMA-E 2012 checklist, where appropriate. Taking the time to ensure your manuscript meets these basic reporting needs will greatly improve your manuscript, potentially enhancing its chances for eventual publication.” Similarly, we will contact funding agencies and those commissioning systematic reviews to consider recommending the use of PRISMA-E 2012. Grant peer review committees can also use the reporting guideline. We will evaluate the uptake of PRISMA-E 2012 by assessing the number of journals that cite PRISMA-E 2012 in their instructions for authors. We also plan to evaluate the influence of journal (and potentially other organizations) endorsement of the PRISMA-E 2012 by comparing endorsing and non-endorsing journals regarding reporting of PRISMA-E 2012 items in equity-focused systematic reviews .
Our development process has a number of strengths including the use of an inclusive process with input from intended users using a web-based survey and consensus meeting. The main limitations of our approach are that some terms are not widely accepted such as “logic model” and “analytic framework.” There is no universally accepted definition of “health equity.” We chose to use Whitehead's widely used definition as it differentiates simple differences in outcomes from those that are inequitable due to unfairness . We acknowledge that our tool is limited to improving the reporting of reviews already examining equity, rather than improving equity research or indeed health equity itself.
In conclusion, we hope that the use of this PRISMA-E 2012 guidance will improve both the reporting and conduct of equity-focused reviews. In time, it may indirectly influence primary research by identifying the need for new research studies to answer health equity questions. Thus, we hope for this guidance to help contribute to the goals of the Rio Political Declaration on Social Determinants of Health  by improving the evidence base about equity in health outcomes, access, and use of health care.
Survey on SurveyMonkey.
PRISMA-Equity Bellagio Group.
Equity extension of PRISMA.
Distribution of online survey.
Characteristics of respondents of the survey ( n = 423).
Responses to online survey.
Consensus meeting agenda.
Systematic reviews with equity in the title (1-08-2011 to 1-08-2012).
The members of the PRISMA-Equity Bellagio group are: Rifat Atun, Imperial College London, UK; Shally Awasthi, King George's Medical College, India; Virginia Barbour, PLOS Medicine, UK; Zulfiqar Bhutta, Husein Laljee Dewraj Professor and Chairman, Department of Paediatrics and Child Health, Aga Khan University Medical Center, Pakistan; Luis Gabriel Cuervo, Research Promotion & Development, Pan American Health Organization, USA; Jeremy Grimshaw, Ottawa Hospital Research Institute, Canada; Trish Groves, Deputy Editor, BMJ, UK; Tracey Koehlmoos-Perez, Health Systems and Infectious Disease Division, International Centre for Diarrhoeal Disease Research (ICDDR,B), Bangladesh; Elizabeth Kristjansson, School of Psychology, Faculty of Social Sciences, University of Ottawa, Canada; David Moher, Ottawa Hospital Research Institute, Canada; Jennifer O'Neill, Campbell and Cochrane Equity Methods Group, Centre for Global Health, University of Ottawa, Canada; Andy Oxman, Global Health Unit, Norwegian Knowledge Centre for Health Services, Cochrane EPOC Review Group, WHO Advisory Committee on Health Research, Norway; Tomas Pantoja, Universidad Católica de Chile, Santiago, Systematic Review Methods Centre Cochrane EPOC editor, Alliance for Health Systems and Policy Research, Chile; Mark Petticrew, London School of Hygiene and Tropical Medicine, Campbell and Cochrane Equity methods group, UK; Terri Pigott, Campbell Methods Coordinating Group; Campbell Statistics Group, Loyola University Chicago, USA; Kent Ranson, Alliance for Health Systems and Policy Research, WHO, Switzerland; Tessa TanTorres, World Health Organization, Choosing Interventions that are Cos-Effective (WHO-CHOICE), Switzerland; Prathap Tharyan, Cochrane Evidence Aid, Department of Psychiatry; Cochrane Schizophrenia Group; Coordinator, South Asian Cochrane Network - India, India; David Tovey, The Cochrane Library, UK; Peter Tugwell, University of Ottawa, Cochrane Musculoskeletal Review Group, Campbell and Cochrane Equity methods group, Canada; Jimmy Volmink, Cochrane HIV/AIDS Review Group; South Africa Cochrane Centre, Medical Research Council of South Africa; Stellenbosch University, South Africa; Liz Wager, Sideview, UK; Elizabeth Waters, Melbourne School of Population Health, The University of Melbourne, Australia; Vivian Welch, Ottawa Hospital Research Institute, Campbell and Cochrane Equity Methods Group, Institute of Population Health, Centre for Global Health, University of Ottawa, Canada; George Wells, Cardiovascular Research Methods Centre, University of Ottawa Heart Institute, Cochrane Non-Randomized Studies Methods Group; Howard White, International Initiative for Impact Evaluation (3ie); Campbell International Development Coordinating Group, India.
Analyzed the data: VW MP PT DM JO EW HW. Wrote the first draft of the manuscript: VW. Contributed to the writing of the manuscript: VW MP PT DM JO EW HW. ICMJE criteria for authorship read and met: VW MP PT DM JO EW HW. Agree with manuscript results and conclusions: VW MP PT DM JO EW HW.
- 1. World Health Organization (2011) Rio Political Declaration on Social Determinants of Health. World Conference on Social Determinants of Health. Rio de Janeiro, Brazil. 19–21 October 2011. Available: http://www.who.int/sdhconference/en/. Accessed 26 September 2012.
- 2. Bosch-Capblanch X, Lavis JN, Lewin S, Atun R, Rottingen JA, et al. (2012) Guidance for evidence-informed policies about health systems: rationale for and challenges of guidance development. PLoS Med 9: e1001185 doi:10.1371/journal.pmed.1001185.
- 3. Ostlin P, Schrecker T, Sadana R, Bonnefoy J, Gilson L, et al. (2011) Priorities for research on equity and health: towards an equity-focused health research agenda. PLoS Med 8: e1001115 doi:10.1371/journal.pmed.1001115.
- 4. Whitehead M (1992) The concepts and principles of equity and health. Int J Health Serv 22: 429–445. doi: 10.2190/986l-lhq6-2vte-yrrn
- 5. Sen A (2002) Why health equity? Health Econ 11: 659–666. doi: 10.1002/hec.762
- 6. Moser KA, Leon DA, Gwatkin DR (2005) How does progress towards the child mortality millennium development goal affect inequalities between the poorest and least poor? Analysis of Demographic and Health Survey data. BMJ 331: 1180–1182. doi: 10.1136/bmj.38659.588125.79
- 7. Banerjee A, Duflo E (2011) Poor economics: a radical rethinking of the way to fight global poverty. New York: PublicAffairs. 320 p.
- 8. Lavis JN, Rottingen JA, Bosch-Capblanch X, Atun R, El-Jardali F, et al. (2012) Guidance for evidence-informed policies about health systems: linking guidance development to policy development. PLoS Med 9: e1001186 doi:10.1371/journal.pmed.1001186.
- 9. Panisset U, Koehlmoos TP, Alkhatib AH, Pantoja T, Singh P, et al. (2012) Implementation research evidence uptake and use for policy-making. Health Res Policy Syst 10: 20. doi: 10.1186/1478-4505-10-20
- 10. Petticrew M, Whitehead M, Macintye SJ, Graham H, Egan M (2004) Evidence for public health policy on inequalities: 1: the reality according to policymakers. J Epidemiol Community Health 58: 811–816. doi: 10.1136/jech.2003.015289
- 11. Lavis JN, Davies HTO, Gruen RL (2006) Working within and beyond the Cochrane Collaboration to make systematic reviews more useful to healthcare managers and policy makers. Healthcare Policy 1: 21–33. doi: 10.12927/hcpol.2006.17872
- 12. Kristjansson EA, Robinson V, Petticrew M, MacDonald B, Krasevec J, et al. (2007) School feeding for improving the physical and psychosocial health of disadvantaged elementary school children. Cochrane Database Syst Rev 1: CD004676. doi: 10.1002/14651858.cd004676.pub2
- 13. Thomson G, Hudson S, Wilson N, Edwards R (2010) A qualitative case study of policy maker views about the proctection of children from smoking in cars. Nicotine Tob Res 12: 970–977. doi: 10.1093/ntr/ntq124
- 14. Oxman AD, Lavis JN, Lewin S, Fretheim A (2009) SUPPORT Tools for evidence-informed health Policymaking (STP) 10: taking equity into consideration when assessing the findings of a systematic review. Health Res Policy Syst 7: S10. doi: 10.1186/1478-4505-7-s1-s10
- 15. Waters E, de Silva-Sanigorski A, Hall BJ, Brown T, Campbell KJ, et al. (2011) Interventions for preventing obesity in children. Cochrane Database Syst Rev 12: CD001871. doi: 10.1002/14651858.cd001871.pub3
- 16. Welch V, Smylie JK, Kristjansson E, Brand K, Tugwell P, et al.. (2010) What is the role of systematic reviews in tackling health inequity? Ottawa: University of Ottawa.
- 17. Lorenc T, Petticrew M, Welch V, P T (2012) What types of interventions generate inequalities? Evidence from systematic reviews. J Epidemiol Community Health In press. doi: 10.1136/jech-2012-201257
- 18. Imdad A, Herzer K, Mayo-Wilson E, Yakoob MY, Bhutta ZA (2010) Vitamin A supplementation for preventing morbidity and mortality in children from 6 months to 5 years of age. Cochrane Database Syst Rev 12: CD008524. doi: 10.1002/14651858.cd008524
- 19. Welch V, Tugwell P, Petticrew M, de Montigny J, Ueffing E, et al. (2010) How effects on health equity are assessed in systematic reviews of interventions. Cochrane Database Syst Rev 3: MR000028. doi: 10.1002/14651858.mr000028.pub2
- 20. Tugwell P, Petticrew M, Kristjansson E, Welch V, Ueffing E, et al. (2010) Assessing equity in systematic reviews: realising the recommendations of the Commission on Social Determinants of Health. BMJ 341: c4739. doi: 10.1136/bmj.c4739
- 21. Moher D, Schulz KF, Simera I, Altman DG (2010) Guidance for developers of health research reporting guidelines. PLoS Med 7: e1000217 doi:10.1371/journal.pmed.1000217.
- 22. Moher D, Liberati A, Tetzlaff J, Altman DG (2009) Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med 6: e1000097 doi:10.1371/journal.pmed.1000097.
- 23. White H (2009) Theory-based impact evaluation: principles and practice. Internatinoal initiative for impact evaluation. Available: http://www.3ieimpact.org/en/evaluation/working-papers/working-paper-3/. Accessed 26 September 2012.
- 24. Anderson LM, Petticrew M, Rehfuess E, Armstrong R, Ueffing E, et al. (2011) Using Logic models to capture complexity in systematic reviews. Res Synth Method 2: 33–42. doi: 10.1002/jrsm.32
- 25. Niederdeppe J, Lliang X, Crock B, Skelton A (2008) Media campaigns to promote smoking cessation among socioeconomically disadvantaged populations: what do we know, what do we need to learn, and what should we do now? Soc Sci Med 67: 1343–1355. doi: 10.1016/j.socscimed.2008.06.037
- 26. Macdonald G, Bennett C, Higgins JPT, Dennis JA (2010) Home visiting for socially disadvantaged mothers (Protocol). Cochrane Database Syst Rev 10: CD008784. doi: 10.1002/14651858.cd008784
- 27. Hawthorne K, Robles Y, Cannings-John R, Edwards AG (2008) Culturally appropriate health education for type 2 diabetes mellitus in ethnic minority groups. Cochrane Database Syst Rev 3: CD006424. doi: 10.1002/14651858.cd006424.pub2
- 28. Ogilvie D, Hamilton V, Egan M, Petticrew M (2005) Systematic reviews of health effects of social interventions: 1. Finding the evidence: how far should you go? J Epidemiol Community Health 59: 804–808. doi: 10.1136/jech.2005.034181
- 29. Pienaar E, Grobler L, Busgeeth K, Eisinga A, Siegfried N (2011) Developing a geographic search filter to identify randomised controlled trials in Africa: finding the optimal balance between sensitivity and precision. Health Info Libr J 28: 210–215. doi: 10.1111/j.1471-1842.2011.00936.x
- 30. Leclercq E, Leeflang M-MG, van-Dalen E-C (2010) [P121] Validation of a PubMed search filter for identifying studies including children. Cochrane Colloquium Abstracts Journal. 18th Cochrane Colloquium and the 10th Campbell Colloquium, Keystone, Colorado, 18–22 October 2010. Available: http://www.imbi.uni-freiburg.de/OJS/cca/index.php?journal=cca&page=article&op=view&path%5B%5D=9626. Accessed 26 September 2012.
- 31. Aspinall PJ (2007) Approaches to developing an improved cross-national understanding of concepts and terms relating to ethnicity and race. Int Sociol 22: 41–70. doi: 10.1177/0268580907070124
- 32. Ford CL, Harawa NT (2010) A new conceptualization of ethnicity for social epidemiologic and health equity research. Soc Sci Med 71: 251–258. doi: 10.1016/j.socscimed.2010.04.008
- 33. Lewin S, Munabi-Babigumira S, Glenton C, Daniels K, Bosch-Capblanch X, et al. (2010) Lay health workers in primary and community health care for maternal and child health and the management of infectious diseases. Cochrane Database Syst Rev 3: CD004015. doi: 10.1002/14651858.cd004015.pub3
- 34. Guindo LA, Wagner M, Baltussen R, Rindress D, van Til J, et al. (2012) From efficacy to equity: literature review of decision criteria for resource allocation and healthcare decisionmaking. Cost Eff Resour Alloc 10: 9. doi: 10.1186/1478-7547-10-9
- 35. Turner L, Moher D, Shamseer L, Weeks L, Peters J, et al. (2011) The influence of CONSORT on the quality of reporting of randomised controlled trials: an updated review. Trials 12: A47. doi: 10.1186/1745-6215-12-s1-a47