Effects of Interventions to Improve Access to Financial Services for Micro, Small, and Medium‐Sized Enterprises in Low‐ and Middle‐Income Countries: An Evidence and Gap Map
Effects of Interventions to Improve Access to Financial Services for Micro, Small, and Medium‐Sized Enterprises in Low‐ and Middle‐Income Countries: An Evidence and Gap Map
60
- 10.1007/s13524-013-0226-0
- Jul 10, 2013
- Demography
140
- 10.1016/j.worlddev.2013.10.006
- Nov 9, 2013
- World Development
4
- 10.3362/1755-1986.2016.014
- Sep 1, 2016
- Enterprise Development & Microfinance
9
- 10.1080/00220388.2021.1928639
- Jun 2, 2021
- The Journal of Development Studies
11
- 10.1080/13545701.2021.1987499
- Nov 4, 2021
- Feminist Economics
7
- 10.1355/ae31-3h
- Jan 1, 2014
- Southeast Asian Economies
126
- 10.1257/app.20160597
- Aug 1, 2016
- American Economic Journal: Applied Economics
77
- 10.3386/w17207
- Jul 1, 2011
1
- 10.2139/ssrn.3029836
- Jan 1, 2017
- SSRN Electronic Journal
157
- 10.1016/j.jdeveco.2015.12.003
- Dec 29, 2015
- Journal of Development Economics
- Front Matter
6
- 10.1002/cl2.1075
- Mar 1, 2020
- Campbell systematic reviews
Evidence and gap maps.
- Research Article
11
- 10.1002/cl2.203
- Jan 1, 2018
- Campbell systematic reviews
Protocol for a systematic review: Interventions addressing men, masculinities and gender equality in sexual and reproductive health: An evidence and gap map and systematic review of reviews.
- Single Report
- 10.15663/h00.39555
- Jan 1, 2021
To support the New Zealand Police Understanding Policing Delivery (UPD) project, we were tasked with completing an academic literature review on bias in policing. However, the vastness and complexity of the relevant research, and the short timeframe for completion meant that it was not possible to complete a single literature review that accurately reflected the evidence base; indeed, it would be difficult to do justice to this literature in a single review under any circumstances. Thus, rather than attempting a traditional literature review, we developed an evidence and gap map of the international research on bias in policing. In this report, we present the rationale, methods used, and key features of the studies on the evidence and gap map (referred to as the ‘evidence map’). This evidence map serves several purposes. Its overarching purpose is to be a resource for more targeted work on specific areas of apparent disparity in policing, including areas prioritised by New Zealand Police as part of the UPD project: decisions about stops, charges, and the use of force. Researchers will be able to use the map to easily identify a) the extent of research in the area of interest, and b) the key features of the research that has been conducted in that area, as a basis. The map will guide rapid evidence reviews and future primary research, both of which can be used to design police practice-based interventions to reduce police-generated disparities in New Zealand.
- Research Article
1
- 10.3310/bvcf6192
- Nov 1, 2023
- Health and social care delivery research
Remote monitoring involves the measurement of an aspect of a patient's health without that person being seen face to face. It could benefit the individual and aid the efficient provision of health services. However, remote monitoring can be used to monitor different aspects of health in different ways. This evidence map allows users to find evidence on different forms of remote monitoring for different conditions easily to support the commissioning and implementation of interventions. The aim of this map was to provide an overview of the volume, diversity and nature of recent systematic reviews on the effectiveness, acceptability and implementation of remote monitoring for adults with long-term physical health conditions. We searched MEDLINE, nine further databases and Epistemonikos for systematic reviews published between 2018 and March 2022, PROSPERO for continuing reviews, and completed citation chasing on included studies. (Study selection and Study appraisal): Included systematic reviews focused on adult populations with a long-term physical health condition and reported on the effectiveness, acceptability or implementation of remote monitoring. All forms of remote monitoring where data were passed to a healthcare professional as part of the intervention were included. Data were extracted on the characteristics of the remote monitoring intervention and outcomes assessed in the review. AMSTAR 2 was used to assess quality. Results were presented in an interactive evidence and gap map and summarised narratively. Stakeholder and public and patient involvement groups provided feedback throughout the project. We included 72 systematic reviews. Of these, 61 focus on the effectiveness of remote monitoring and 24 on its acceptability and/or implementation, with some reviews reporting on both. The majority contained studies from North America and Europe (38 included studies from the United Kingdom). Patients with cardiovascular disease, diabetes and respiratory conditions were the most studied populations. Data were collected predominantly using common devices such as blood pressure monitors and transmitted via applications, websites, e-mail or patient portals, feedback provided via telephone call and by nurses. In terms of outcomes, most reviews focused on physical health, mental health and well-being, health service use, acceptability or implementation. Few reviews reported on less common conditions or on the views of carers or healthcare professionals. Most reviews were of low or critically low quality. Many terms are used to describe remote monitoring; we searched as widely as possible but may have missed some relevant reviews. Poor reporting of remote monitoring interventions may mean some included reviews contain interventions that do not meet our definition, while relevant reviews might have been excluded. This also made the interpretation of results difficult. The map provides an interactive, visual representation of evidence on the effectiveness of remote monitoring and its acceptability and successful implementation. This evidence could support the commissioning and delivery of remote monitoring interventions, while the limitations and gaps could inform further research and technological development. Future reviews should follow the guidelines for conducting and reporting systematic reviews and investigate the application of remote monitoring in less common conditions. A protocol was registered on the OSF registry (https://doi.org/10.17605/OSF.IO/6Q7P4). This award was funded by the National Institute for Health and Care Research (NIHR) Health Services and Delivery Research programme (NIHR award ref: NIHR135450) as part of a series of evidence syntheses under award NIHR130538. For more information, visit https://fundingawards.nihr.ac.uk/award/NIHR135450 and https://fundingawards.nihr.ac.uk/award/NIHR130538. The report is published in full in Health and Social Care Delivery Research; Vol. 11, No. 22. See the NIHR Funding and Awards website for further project information.
- Research Article
- 10.1111/ajo.13916
- Dec 19, 2024
- The Australian & New Zealand journal of obstetrics & gynaecology
Cannabis use during pregnancy is becoming more prevalent. While numerous studies have explored the relationship of cannabis use during pregnancy and outcomes for mothers and infants, uncertainty remains regarding the impact of cannabis use on pregnancy complications and later-life outcomes for offspring. To produce a summary of the short and long-term effects of prenatal cannabis exposure on fetal growth and development, neonatal conditions, later-life, and maternal outcomes. An overview of systematic reviews, an evidence and gap map, targeted updates of previous reviews, and de novo evidence synthesis was conducted. The databases searched include PubMed (National Center for Biotechnology Information); MEDLINE (Ovid); Embase (Ovid) and CINAHL with Full Text (EBSCO). Assessment of risk of bias was conducted in duplicate for all studies. Relevant studies were coded and are presented as an evidence and gap map. Where possible, meta-analyses were conducted with a narrative synthesis of the results. Primary studies and systematic reviews examining the relationship between cannabis consumption in pregnancy and the effect on fetal/child development, antenatal, and obstetric outcomes during pregnancy were eligible for inclusion. There were 89 studies/reviews eligible for inclusion in this review. There was a potentially harmful impact of prenatal cannabis exposure on all fetal growth and development outcomes, some neonatal outcomes, some later-life outcomes, and some maternal outcomes. The evidence regarding other neonatal conditions, later-life, and maternal outcomes was mixed. The evidence suggests cannabis should be avoided during pregnancy.
- Single Report
- 10.51744/cmb6
- Nov 30, 2021
Evidence mapping began in the early 2000s and has taken off in the last ten years, notably with the innovation of an online interactive visual Evidence and Gap Map by the International Initiative for Impact Evaluation (3ie) and the different types of maps produced by the Campbell Collaboration. In the CEDIL Methods brief, ‘Evidence and gap maps: Using maps to support evidence-based development’, Howard White, Research Director, CEDIL, describes what evidence and gap maps are, what sort of evidence is being mapped, and the various ways in which these maps are being used and how you can commission one.
- Research Article
1
- 10.1002/cl2.1382
- Feb 29, 2024
- Campbell Systematic Reviews
ObjectivesThis is the protocol for an evidence and gap map. The objectives are as follows: The aim of this evidence and gap map is to map the available evidence on the effectiveness of social prescribing interventions addressing a non‐medical, health‐related social need for older adults in any setting.Specific objectives are as follows:1.To identify existing evidence from primary studies and systematic reviews on the effects of community‐based interventions that address non‐medical, health‐related social needs of older adults to improve their health and wellbeing.2.To identify research evidence gaps for new high‐quality primary studies and systematic reviews.3.To highlight evidence of health equity considerations from included primary studies and systematic reviews.
- Research Article
1
- 10.1186/s13643-024-02655-5
- Oct 12, 2024
- Systematic Reviews
BackgroundAlthough the number of teledermatology studies is increasing, not all variables have been researched in equal depth, so there remains a lack of robust evidence for some teledermatology initiatives. This review describes the landscape of teledermatology research and identifies knowledge gaps and research needs. This evidence map can be used to inform clinicians about the current knowledge about teledermatology and guide researchers for future studies.MethodsOur evidence map was conducted according to the Campbell Collaboration checklist for evidence and gap maps. Eight databases were searched (CINAHL, Embase, PubMed, Scopus, Web of Science, Cochrane Library, JBI Database of Systematic Reviews and Implementation Reports, and OpenGray), and only included systematic reviews of teledermatology involving humans published in English; while excluding non-systematic reviews (i.e., abstracts, conference proceedings, editorials, commentaries, or letters). From 909 records, 14 systematic reviews published between 2004 and 2022 were included. Our analysis focused on the systematic reviews’ characteristics, dermatological conditions studied, rate of overlap and quality assessment of primary studies reviewed, and main findings reported.ResultsTeledermatology was reportedly comparable with clinic dermatology and generally accepted by patients as a mode of care delivery for dermatological conditions. However, there are concerns about privacy, communication, completeness of information transmitted, familiarity with the technology, and technical problems. Healthcare professionals were generally satisfied with teledermatology but found telemedicine consultations longer than face-to-face consultations, and less confident in asynchronous teledermatology than conventional consultations. Teledermatology was reportedly more cost-effective than clinic dermatology; especially considering the distance traveled by patients, referral volume to teledermatology, and clinic dermatology costs. Although patients and providers are satisfied with teledermatology, face-to-face dermatology has higher diagnostic and management accuracy. Teledermatology was also used for training medical professionals. Regarding the validity and reliability of teledermatology outcome measures, no significant discussions were found.ConclusionsCOVID-19 spotlighted telemedicine in clinical care, and we must ensure telemedicine continually improves with robust research. Further research is necessary for establishing a standardized outcome set, enhancing accuracy, concordance, cost-effectiveness, and safety, comparing teledermatology with non-dermatologist care, examining its effectiveness in non-Western low and middle-income countries, and incorporating patient involvement for improved study design.Systematic review registrationhttps://www.researchregistry.com/ (Unique Identifying Number: reviewregistry878).
- Research Article
1
- 10.3390/medsci13020053
- May 1, 2025
- Medical sciences (Basel, Switzerland)
Diabetic ketoacidosis (DKA) is a common acute complication of diabetes with treatment consisting of reversal of cause, insulin administration, fluid resuscitation and electrolyte repletion. Yet, many aspects of DKA management are currently based on low-quality evidence or physiological rationale. This evidence and gap map review presents an overview of the current body of literature and identifies evidence gaps in relation to therapeutic interventions for DKA. Interventions and outcomes relevant to DKA were identified and iteratively developed to produce a coding model for the proposed evidence and gap map. PubMed was searched with Me SH terms relevant to the identified interventions and outcomes. Studies identified were screened and assigned interventions and outcomes. Interventional research was uploaded to EPPI-Reviewer and EPPI-Mapper to produce the evidence and gap map. The search identified 1131 studies, of which 18 were non-human and 345 were duplicates. A total of 768 unique studies were screened, and 118 were identified as interventions (52 pediatric and 66 adult studies). A total of 26 high-quality studies, 88 medium-quality studies and 4 low-quality studies were identified. These 118 studies were coded into the proposed DKA evidence and gap map. The intervention domains were fluid therapy, insulin therapy, electrolyte replacement, adjunct therapies and admission type. The outcome domains were DKA resolution, insulin duration, length of stay, morbidity and mortality, complications, and biochemical parameters. Fluid type and insulin infusion administration were prominent in the current literature. These studies frequently used DKA resolution and complications associated with DKA such as electrolyte disturbances and cerebral edema as the primary outcomes. Substantial gaps were identified with scant evidence to guide prophylactic electrolyte administration, enteral intake and adjunctive therapy (thiamine, bicarbonate). Even for well-investigated interventions such as fluids and insulin, substantial gaps existed, particularly for patient-centered and healthcare service outcomes.
- Supplementary Content
2
- 10.1177/13558196231164592
- May 29, 2023
- Journal of Health Services Research & Policy
ObjectivesWe set out to map the quantitative and qualitative systematic review evidence available to inform the optimal prescribing of drugs that can cause dependency (benzodiazepines, opioids, non-benzodiazepine hypnotics, gabapentinoids and antidepressants). We also consider how this evidence can be used to inform decision-making in the patient care pathway for each type of medication.MethodsEight bibliographic databases were searched for the period 2010 to 2020. All included reviews were initially appraised using four items from the Collaboration for Environmental Evidence Synthesis Assessment Tool, with reviews that scored well on all items proceeding to full quality appraisal. Key characteristics of the reviews were tabulated, and each review was incorporated into an evidence and gap map based on a patient care pathway. The care pathway was based upon an amalgamation of existing NICE guidelines and feedback from clinical and patient stakeholders.ResultsWe identified 80 relevant reviews and displayed them in an evidence and gap map. The evidence included in these reviews was predominantly of low overall quality. Areas where systematic reviews have been conducted include barriers and facilitators to the deprescribing of drugs that may cause dependency, although we identified little evidence exploring the experiences or evaluations of specific interventions to promote deprescribing. All medications of interest, apart from gabapentinoids, were included in at least one review.ConclusionsThe evidence and gap map provides an interactive resource to support (i) policy developers and service commissioners to use evidence in the development and delivery of services for people receiving a prescription of drugs that may cause dependency, where withdrawal of medication may be appropriate, (ii) the clinical decision-making of prescribers and (iii) the commissioning of further research. The map can also be used to inform the commissioning of further systematic reviews. To address the concerns regarding the quality of the existing evidence based raised in this report, future reviews should be conducted according to best-practice guidelines. Systematic reviews focusing on evaluating interventions to promote deprescribing would be particularly beneficial, as would reviews focusing on addressing the paucity of evidence regarding the deprescription of gabapentinoids.
- Research Article
3
- 10.1002/cl2.1246
- Jul 7, 2022
- Campbell systematic reviews
Homelessness is a major social and public health concern. It is a traumatic experience, and can have a devastating effect on those experiencing it. People who are homeless often face significant barriers when accessing public services, and those experiencing more visible and extreme forms of homelessness have often faced adverse childhood events, extreme social disadvantage, physical, emotional and sexual abuse, neglect, low self-esteem, poor physical and mental health, and much lower life expectancy compared to the general population. Problematic substance use is disproportionately high amongst people experiencing homelessness, with many using drugs and alcohol to deal with the stress of living on the street, to keep warm, or to block out memories of previous abuse or trauma. Drug overdose is a major cause of death for people experiencing street homelessness. Substance dependency can also create barriers to successful transition to stable housing. There is ongoing policy interest in the effectiveness of different interventions that aim to stop, reduce or prevent problematic substance use, and there is specific interest in the relative effectiveness of interventions that adopt harm reduction or abstinence-based approaches. The objective of this review is to understand the effectiveness of different substance use interventions. The review will consider the effectiveness of harm reduction-based interventions, and abstinence-based interventions, for adults experiencing homelessness. The focus of the review is on high-income countries. The primary source of studies for potential inclusion in this review is the Homelessness Effectiveness Studies Evidence and Gaps Maps (EGM). The first of these was published in 2018, with updates published in 2019 and 2020. A further update is due to be published in the summer of 2022. It is this update that provides the final list of studies from which this review will draw. The search for this update (EGM 4th edition) was completed in September 2021. Other potential studies will be identified through a call for grey evidence and hand-searching key journals. Eligible studies will be impact evaluations with designs at levels, 3, 4 and 5 of the Maryland Scientific Methods scale. This therefore includes all studies categorised as either 'Randomised Controlled Trials' or 'nonexperimental designs with a comparison group' from the studies which form the basis of the Homelessness Effectiveness Studies Evidence and Gap Maps (EGM) created by CHI and the Campbell Collaboration. We are interested in studies that examine the effect of interventions on substance use outcomes. Studies to be excluded are those with designs at levels 1 and 2 of the Maryland Scientific Methods scale, for example, studies without a control or comparison group, 'before vs. after' designs (without an untreated comparison group), and cross-sectional regressions. Descriptive characteristics and statistical information in included studies will be coded and checked by at least two members of the review team. Studies selected for the review will be assessed for confidence in the findings using a critical appraisal tool for determining confidence in primary studies. Standardised effect sizes will be calculated and, if a study does not provide sufficient raw data for the calculation of an effect size, we will attempt to contact the author(s) to obtain this data. We will aim to use random-effects meta-analysis and robust-variance estimation procedures to synthesise effect sizes. If a study includes multiple effects, we will carry out a critical assessment to determine (even if only theoretically) whether the effects are likely to be dependent. Where we suspect dependent effects, we will determine whether we can account for these by robust variance estimation. We will explore the moderating influence of participant and study characteristics, such as gender, race, substances targeted and length of follow-up. Where effect sizes are converted from a binary to continuous measure (or vice versa), we will undertake a sensitivity analysis to investigate the effect of the inclusion of studies with a converted effect size in the meta-analysis by running an additional analysis with these studies omitted. We will also assess the sensitivity of results to inclusion of non-randomised studies and studies classified as low confidence in findings. All analyses will include an assessment of statistical heterogeneity. Finally, we will undertake analysis to assess whether publication bias is likely to be a factor in our findings.
- Conference Article
- 10.1136/jech-2020-ssmabstracts.81
- Aug 24, 2020
Background By 2030, adults over 60 years are expected to be higher than the number of children under 10 years globally. Currently, over two thirds of people over 65 years of age are living with multi-morbidities. With increasing disparities in health care and determinants of health, there are major health and social care system implications worldwide. Evidence and Gap Maps are used to highlight gaps in research and inform strategic health and social policy, program and research priorities. The objective of this Campbell Evidence and Gap Map is to identify health and social support services as well as mobility devices that support functional ability among older adults in the home. Methods We developed our intervention-outcome framework and defined the scope by adapting the WHO International Classification of Functioning, Disability and Health framework and consulting with our stakeholders. We systematically searched MEDLINE, EMBASE, Cochrane Database of Systematic Reviews, PsycINFO, AgeLine, Campbell Library and other databases. We conducted a focused search for grey literature and protocols of studies. Studies were selected for inclusion based on study design, setting and population. We assessed methodological quality of systematic reviews using the AMSTAR II. To assess health inequalities, we coded whether studies measured effects of interventions across the PROGRESS framework (i.e. place of residence, race/ethnicity, occupation, gender/sex, religion, education, socioeconomic status, and social capital). Results We retrieved 16,083 records and included 548 studies, (120 reviews and 428 randomized trials) in this map. Most studies (56%, n=310) were focused on health services. Only 23 studies focused on general social support services. Nine studies focused on personal indoor and outdoor mobility and transportation, and 15 studies focused on design, construction and building products and technology. Most studies were from high income countries (n=532 out of 548). Of the 120 included systematic reviews, 46% of reviews were critically low quality (n=55), and only 11% of reviews were high quality. No studies assessed effects of interventions on health inequalities. Conclusion There is a gap in the evidence-base on studies of effectiveness focused on general social support services and design, construction and building products and technology. The lack of evidence from low and lower-middle income countries points to the need for more high-quality reviews and trials in these settings. This is particularly important since these regions are experiencing a quicker growth in population ageing compared to high income countries.
- Research Article
141
- 10.1186/s13643-023-02178-5
- Mar 15, 2023
- Systematic Reviews
Scoping reviews, mapping reviews, and evidence and gap maps are evidence synthesis methodologies that address broad research questions, aiming to describe a bigger picture rather than address a specific question about intervention effectiveness. They are being increasingly used to support a range of purposes including guiding research priorities and decision making. There is however a confusing array of terminology used to describe these different approaches. In this commentary, we aim to describe where there are differences in terminology and where this equates to differences in meaning. We demonstrate the different theoretical routes that underpin these differences. We suggest ways in which the approaches of scoping and mapping reviews may differ in order to guide consistency in reporting and method. We propose that mapping and scoping reviews and evidence and gap maps have similarities that unite them as a group but also have unique differences. Understanding these similarities and differences is important for informing the development of methods used to undertake and report these types of evidence synthesis.
- Research Article
9
- 10.1136/bmjgh-2019-001477
- Aug 1, 2019
- BMJ global health
IntroductionStrong primary health care (PHC) leads to better health outcomes, improves health equity and accelerates progress towards universal health coverage (UHC). The Astana Declaration on PHC emphasised the importance of quality care to achieve UHC. A comprehensive understanding of the quality paradigm of PHC is critical, yet it remains elusive in countries of the Eastern Mediterranean Region (EMR). This study used a multistep approach to generate a policy-relevant research agenda for strengthening quality, safety and performance management in PHC in the EMR.MethodsA multistep approach was adopted, encompassing the following steps: scoping review and generation of evidence and gap maps, validation and ranking exercises, and development of an approach for research implementation. We followed Joanna Briggs Institute guidelines for conducting scoping reviews and a method review of the literature to build the evidence and gap maps. For the validation and ranking exercises, we purposively sampled 55 high-level policy-makers and stakeholders from selected EMR countries. We used explicit multicriteria for ranking the research questions emerging from the gap maps. The approach for research implementation was adapted from the literature and subsequently tailored to address the top ranked research question.ResultsThe evidence and gap maps revealed limited production of research evidence in the area of quality, safety and performance management in PHC by country and by topic. The priority setting exercises generated a ranked list of 34 policy-relevant research questions addressing quality, safety and performance management in PHC in the EMR. The proposed research implementation plan involves collaborative knowledge generation with policy-makers along with knowledge translation and impact assessment.ConclusionStudy findings can help inform and direct future plans to generate, disseminate and use research evidence to enhance quality, safety and performance management in PHC in EMR and beyond. Study methodology can help bridge the gap between research and policy-making.
- Research Article
3
- 10.1002/cl2.1353
- Sep 1, 2023
- Campbell Systematic Reviews
This is the protocol for an evidence and gap map. The objectives are as follows: this evidence and gap map (EGM) aims to identify, map, and provide an overview of the existing evidence and gaps on the impact of different types of physical infrastructure on various outcomes of low‐income consumers' nutritious diet, women's economic empowerment, and gender equality in low‐ and middle‐income countries. The specific objectives of the EGM are: (1) identify clusters of evidence that offer opportunities for evidence synthesis and (2) identify gaps in evidence where new studies, research, and evaluations are needed.
- New
- Research Article
- 10.1002/cl2.70070
- Nov 4, 2025
- Campbell Systematic Reviews
- New
- Research Article
- 10.1002/cl2.70073
- Nov 3, 2025
- Campbell Systematic Reviews
- New
- Supplementary Content
- 10.1002/cl2.70062
- Oct 27, 2025
- Campbell Systematic Reviews
- Supplementary Content
- 10.1002/cl2.70063
- Oct 22, 2025
- Campbell Systematic Reviews
- Supplementary Content
- 10.1002/cl2.70072
- Oct 13, 2025
- Campbell Systematic Reviews
- Research Article
- 10.1002/cl2.70069
- Sep 30, 2025
- Campbell systematic reviews
- Research Article
- 10.1002/cl2.70068
- Sep 30, 2025
- Campbell Systematic Reviews
- Supplementary Content
- 10.1002/cl2.70071
- Sep 29, 2025
- Campbell Systematic Reviews
- Supplementary Content
- 10.1002/cl2.70065
- Sep 29, 2025
- Campbell Systematic Reviews
- Addendum
- 10.1002/cl2.70066
- Sep 16, 2025
- Campbell Systematic Reviews
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