Hasil untuk "Unlocalized maps (Asian studies only)"

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S2 Open Access 2022
The Active Faults of Eurasia Database (AFEAD): the ontology and design behind the continental-scale dataset

Egor Zelenin, D. Bachmanov, Sofya Garipova et al.

Abstract. Active faults are those faults on which movement is possible in the future. This draws particular attention to active faults in geodynamic studies and seismic hazard assessment. Here, we present a high-detail continental-scale geodatabase: The Active Faults of Eurasia Database (AFEAD). It comprises 48 205 objects stored in shapefile format with spatial detail sufficient for a 1 : 1 000 000 map scale. The fault sense, a rank of confidence in activity, a rank of slip rate, and a reference to source publications are provided for each database entry. Where possible, this information is supplemented by a fault name, fault zone name, abbreviated fault parameters (e.g., slip rate, age of the last motion, and total offset), and text information from the sources. The database was collected from 612 published sources, including regional maps, databases, and research papers. AFEAD facilitates a spatial search for local studies. It provides sufficient detail for planning a study of a particular fault system and guides deeper bibliographical investigations. This scenario is particularly significant for vast central and northern Asian areas, where most studies are available only in Russian and hard copy. Moreover, the database model provides the basis for regional- and continental-scale integrative studies based on geographic information systems (GISs). The database is available at https://doi.org/10.13140/RG.2.2.25509.58084 (Bachmanov et al., 2022) and via web map at http://neotec.ginras.ru/index/mapbox/database_map.html (last access: 5 May 2022). Database representations and supplementary data are hosted at http://neotec.ginras.ru/index/english/database_eng.html (last access: 5 May 2022).

113 sitasi en
arXiv Open Access 2025
Denoising Functional Maps: Diffusion Models for Shape Correspondence

Aleksei Zhuravlev, Zorah Lähner, Vladislav Golyanik

Estimating correspondences between pairs of deformable shapes remains a challenging problem. Despite substantial progress, existing methods lack broad generalization capabilities and require category-specific training data. To address these limitations, we propose a fundamentally new approach to shape correspondence based on denoising diffusion models. In our method, a diffusion model learns to directly predict the functional map, a low-dimensional representation of a point-wise map between shapes. We use a large dataset of synthetic human meshes for training and employ two steps to reduce the number of functional maps that need to be learned. First, the maps refer to a template rather than shape pairs. Second, the functional map is defined in a basis of eigenvectors of the Laplacian, which is not unique due to sign ambiguity. Therefore, we introduce an unsupervised approach to select a specific basis by correcting the signs of eigenvectors based on surface features. Our model achieves competitive performance on standard human datasets, meshes with anisotropic connectivity, non-isometric humanoid shapes, as well as animals compared to existing descriptor-based and large-scale shape deformation methods. See our project page for the source code and the datasets.

en cs.CV
arXiv Open Access 2025
Unbiased simulation of Asian options

Bruno Bouchard, Xiaolu Tan

We provide an extension of the unbiased simulation method for SDEs developed in Henry-Labordere et al. [Ann Appl Probab. 27:6 (2017) 1-37] to a class of path-dependent dynamics, pertaining for Asian options. In our setting, both the payoff and the SDE's coefficients depend on the (weighted) average of the process or, more precisely, on the integral of the solution to the SDE against a continuous function with bounded variations. In particular, this applies to the numerical resolution of the class of path-dependent PDEs whose regularity, in the sens of Dupire, is studied in Bouchard and Tan [Ann. I.H.P., to appear].

en math.PR, q-fin.CP
S2 Open Access 2025
Ageism toward older adults among healthcare workers and students: A scoping review

Quynh Huynh, Aletheia Xuanyu Lai, Tiow Shen Chua et al.

Introduction Ageism, particularly against older adults, is widespread in different settings, including public policies, healthcare institutions, workplaces and media. Its pervasive presence, especially in healthcare settings, has caused a significant impact on the economics and healthcare expenses and has become a growing concern. Older adults' health outcomes are impacted by both positive and negative ageism displayed by healthcare workers and students. Although multiple reviews have studied ageism in healthcare, literature mapping the presence of both positive and negative ageism among healthcare workers and students while synthesizing current interventions remains lacking. Objective This scoping review aims to map the presence of both positive and negative ageism among healthcare workers and students as well as synthesise the current types of interventions that address ageism among HCWs and students and its outcome. Methods This scoping review followed Arksey and O’Malley’s five-step methodology. A total of 156 studies were included. Results The included studies comprise 134 quantitative, 14 qualitative and 8 mixed-method studies. Most studies are conducted in high-income countries, while none of them are conducted in low-income countries. The majority are mainly focusing on the nursing profession and nursing students. Furthermore, almost two-thirds of the included studies are particularly looking at healthcare students. The findings show that almost half of the healthcare workers and students have positive ageism toward older adults. Surprisingly, only about 10 % reported negative ageism. Mixed, neutral and inconclusive presence of ageism are also reported. Various interventions have been adopted to tackle ageism, such as courses and curriculum interventions, clinical experience, intergenerational interaction, mentoring, simulation and psychological training. In addition, this scoping review highlights the need to develop a comprehensive scale to measure ageism accurately and evaluate existing interventions. Implication Future studies should focus more on underrepresented regions such as low-income countries, Southeast Asia, and Africa. At the same time, to improve comparability across different studies, a widely accepted tool for evaluating both positive and negative ageism needs to be developed.

S2 Open Access 2025
A Bibliometric Review of Palm Oil Price Volatility and Its Macroeconomic Impacts in Southeast Asia

Loso Judijanto

Palm oil plays a pivotal role in the economic landscape of Southeast Asia, particularly in countries like Indonesia and Malaysia where it significantly contributes to GDP, employment, and trade revenues. However, the volatility of palm oil prices presents persistent challenges, affecting macroeconomic stability, food security, and policy planning. This study presents a comprehensive bibliometric analysis of the scholarly literature on palm oil price volatility and its macroeconomic impacts, focusing on Southeast Asia from 2000 to 2024. Using the Scopus database and VOSviewer software, the analysis reveals key thematic clusters centered on economic costs, price dynamics, biofuel policy, and financial spillover effects. The results show a growing interdisciplinary trend, with research expanding from core economic modeling toward sustainability and energy policy frameworks. Overlay and density visualizations indicate a temporal shift in research focus from volatility analysis to broader systemic and policy-related issues. Despite the increasing depth and diversity of the literature, significant gaps remain, particularly in addressing the socio-environmental dimensions and the real-world impacts on smallholder farmers and national policy. This review not only maps the intellectual structure of the field but also offers critical insights for future research and evidence-based policymaking in the global palm oil economy.

S2 Open Access 2025
THE BASHKIRS IN THE REPRESENTATIONS OF THE MUSLIM EAST OF THE VIII–XV CENTURIES: SOURCES, INTERPRETATIONS, AND ETHNO-POLITICAL CONTEXT

Rafil Asilguzhin, U. Zhuzbayeva

The analysis of narratives, including sources containing historical and geographical material by authors from Muslim countries - Arab, Persian, and others demonstrates the considerable awareness of Eastern authors regarding the Southern Urals and its indigenous inhabitants, the Bashkirs. In medieval Arab Persian cartography, it was crucial to record or describe as accurately as possible a given people or territory. Consequently, authors often compiled their works from previous sources, frequently mixing historical realities from different periods. Research Goal and Objectives. The goal of this study is to identify and analyze information on the ethnic history and culture of the Bashkirs contained in Arab-Muslim sources from the 9th to 14th centuries. To achieve this goal, the following objectives are set: to determine the circle of Arab-Muslim authors who mentioned the Bashkirs; to analyze the main information on the ethnography, geography, and political history of the Bashkirs in their works; to compare the data from these sources with modern research; and to characterize the significance of the Arab-Muslim tradition for the study of the early history of the Bashkirs. Results and conclusion . The accounts of Arab-Muslim travelers and geographers of the 8th–12th centuries formed the basis of cartographic traditions not only in the Middle East but also in East Asia, as evidenced using these materials in the creation of the Korean-Chinese world map Kangido (1402). Regarding al-Idrisi’s interpretations, apparently adopted from Jaihani, the distinction between “internal” and “external” Bashkirs remains debated: some scholars see it as a reflection of the administrative (tribal) structure characteristic of nomadic societies, while others associate it with the migration of certain Bashkir tribes westward, forming the basis of the Hungarian ethnos. Persian sources of the 13th–15th centuries (Juvayni, Qazvini, Rashid al-Din Fazlullah Hamadani, et al.) confirm the role of the Bashkirs in the political and military history of the Chinggisid era and document their position within the Ulus of Jochi.

S2 Open Access 2024
Detecting Indonesian Monsoon Signals and Related Features Using Space–Time Singular Value Decomposition (SVD)

Adi Mulsandi, Y. Koesmaryono, Rahmat Hidayat et al.

Several investigations have proven the existence of monsoons in Indonesia. However, this has received little attention due to the scientific argument that the region of 10° N–10° S is not monsoonal because it receives precipitation all year round. This study used space–time SVD analysis of atmospheric and oceanic field data for 30 years (1990–2020) to detect monsoon signals and related features. The single-field SVD analysis of rainfall revealed that the first mode accounts for only 33% of the total variance, suggesting it is highly variable. Both the PC space and time series show the well-known monsoon pattern. Further, the Indonesian monsoon regimes and phases are defined based on the revealed rainfall features. The wet season lasts from November to April, accounting for more than 77% of annual precipitation. The coupled-field SVD analyses show that Indonesian monsoon rainfall strongly correlates with local SST (PC1 accounts for 70.4%), and the pattern is associated with the Asian winter monsoon. The heterogonous vector correlation map analysis revealed that the related features during the monsoon, including the strengthening and weakening of subtropical anticyclones, the intertwining of westerly wind in the Indian Ocean, and variations in the north–south dipole structure of the ocean temperature, are linked to variations in Indonesia’s monsoon rainfall. This result can serve as the dynamic basis for defining the Indonesian monsoon index in the context of the center of action.

15 sitasi en
S2 Open Access 2024
Risk of Tropical Cyclones and Floods to Power Grids in Southeast and East Asia

Mengqi Ye, Philip J. Ward, N. Bloemendaal et al.

Power grids play a critical role in modern society, serving as the lifeline of a well-functioning economy. This article presents a first large-scale study on the risk estimation of tropical cyclone (TC)-induced winds and coastal floods, which can widely impact power grids in Southeast and East Asia. Our comprehensive risk model incorporates detailed infrastructure data from OpenStreetMap (OSM) and government power grid maps, along with global hazard maps and vulnerability curves. The results reveal that the estimated expected annual damages from TCs and coastal floods to OSM-mapped assets account for approximately 0.07% (0.00–0.38%) and 0.02% (0.00–0.02%) of the total GDP of the study area, respectively. We analyzed the main sources of uncertainty in the risk model and emphasized the importance of understanding asset vulnerability. These results highlight the urgent need to strengthen power infrastructure to withstand the impacts of natural hazards, and the significance of reliable risk information for improving power grid design and planning. Focusing on developing more region-specific infrastructure data and vulnerability curves will improve the accuracy of risk estimation and provide valuable insights not only for the electricity sector but also for customers of other infrastructure systems that heavily rely on a stable supply of electricity.

11 sitasi en
S2 Open Access 2024
Meta-analysis of the global distribution of clinically relevant CYP2C8 alleles and their inferred functional consequences

Mahamadou D. Camara, Yitian Zhou, T. N. de Sousa et al.

CYP2C8 is responsible for the metabolism of 5% of clinically prescribed drugs, including antimalarials, anti-cancer and anti-inflammatory drugs. Genetic variability is an important factor that influences CYP2C8 activity and modulates the pharmacokinetics, efficacy and safety of its substrates. We profiled the genetic landscape of CYP2C8 variability using data from 96 original studies and data repositories that included a total of 33,185 unrelated participants across 44 countries and 43 ethnic groups. The reduced function allele CYP2C8*2 was most common in West and Central Africa with frequencies of 16–36.9%, whereas it was rare in Europe and Asia ( 2.3-fold) between neighboring countries and even between geographically overlapping populations. Overall, we found that 20–60% of individuals in Africa and Europe carry at least one CYP2C8 allele associated with reduced metabolism and increased adverse event risk of the anti-malarial amodiaquine. Furthermore, up to 60% of individuals of West African ancestry harbored variants that reduced the clearance of pioglitazone, repaglinide, paclitaxel and ibuprofen. In contrast, reduced function alleles are only found in < 2% of East Asian and 8.3–12.8% of South and West Asian individuals. Combined, the presented analyses mapped the genetic and inferred functional variability of CYP2C8 with high ethnogeographic resolution. These results can serve as a valuable resource for CYP2C8 allele frequencies and distribution estimates of CYP2C8 phenotypes that could help identify populations at risk upon treatment with CYP2C8 substrates. The high variability between ethnic groups incentivizes high-resolution pharmacogenetic profiling to guide precision medicine and maximize its socioeconomic benefits, particularly for understudied populations with distinct genetic profiles.

7 sitasi en Medicine
S2 Open Access 2024
Aberrant connectivity in the hippocampus, bilateral insula and temporal poles precedes treatment resistance in first-episode psychosis: a prospective resting-state functional magnetic resonance imaging study with connectivity concordance mapping

Stavros Skouras, Maria-Lisa Kleinert, E. H. Lee et al.

Abstract Functional connectivity resting-state functional magnetic resonance imaging has been proposed to predict antipsychotic treatment response in schizophrenia. However, only a few prospective studies have examined baseline resting-state functional magnetic resonance imaging data in drug-naïve first-episode schizophrenia patients with regard to subsequent treatment response. Data-driven approaches to conceptualize and measure functional connectivity patterns vary broadly, and model-free, voxel-wise, whole-brain analysis techniques are scarce. Here, we apply such a method, called connectivity concordance mapping to resting-state functional magnetic resonance imaging data acquired from an Asian sample (n = 60) with first-episode psychosis, prior to pharmaceutical treatment. Using a longitudinal design, 12 months after the resting-state functional magnetic resonance imaging, we measured and classified patients into two groups based on psychometric testing: treatment responsive and treatment resistant. Next, we compared the two groups’ connectivity concordance maps that were derived from the resting-state functional magnetic resonance imaging data at baseline. We have identified consistently higher functional connectivity in the treatment-resistant group in a network including the left hippocampus, bilateral insula and temporal poles. These data-driven novel findings can help researchers to consider new regions of interest and facilitate biomarker development in order to identify treatment-resistant schizophrenia patients early, in advance of treatment and at the time of their first psychotic episode.

6 sitasi en Medicine
S2 Open Access 2022
Integrating tuberculosis and noncommunicable diseases care in low- and middle-income countries (LMICs): A systematic review

Chuan De Foo, Pami Shrestha, Lei Wang et al.

Background Low- and middle-income countries (LMICs) are facing a combined affliction from both tuberculosis (TB) and noncommunicable diseases (NCDs), which threatens population health and further strains the already stressed health systems. Integrating services for TB and NCDs is advantageous in tackling this joint burden of diseases effectively. Therefore, this systematic review explores the mechanisms for service integration for TB and NCDs and elucidates the facilitators and barriers for implementing integrated service models in LMIC settings. Methods and findings A systematic search was conducted in the Cochrane Library, MEDLINE, Embase, PubMed, Bibliography of Asian Studies, and the Global Index Medicus from database inception to November 4, 2021. For our search strategy, the terms “tuberculosis” AND “NCDs” (and their synonyms) AND (“delivery of healthcare, integrated” OR a range of other terms representing integration) were used. Articles were included if they were descriptions or evaluations of a management or organisational change strategy made within LMICs, which aim to increase integration between TB and NCD management at the service delivery level. We performed a comparative analysis of key themes from these studies and organised the themes based on integration of service delivery options for TB and NCD services. Subsequently, these themes were used to reconfigure and update an existing framework for integration of TB and HIV services by Legido-Quigley and colleagues, which categorises the levels of integration according to types of services and location where services were offered. Additionally, we developed themes on the facilitators and barriers facing integrated service delivery models and mapped them to the World Health Organization’s (WHO) health systems framework, which comprises the building blocks of service delivery, human resources, medical products, sustainable financing and social protection, information, and leadership and governance. A total of 22 articles published between 2011 and 2021 were used, out of which 13 were cross-sectional studies, 3 cohort studies, 1 case–control study, 1 prospective interventional study, and 4 were mixed methods studies. The studies were conducted in 15 LMICs in Asia, Africa, and the Americas. Our synthesised framework explicates the different levels of service integration of TB and NCD services. We categorised them into 3 levels with entry into the health system based on either TB or NCDs, with level 1 integration offering only testing services for either TB or NCDs, level 2 integration offering testing and referral services to linked care, and level 3 integration providing testing and treatment services at one location. Some facilitators of integrated service include improved accessibility to integrated services, motivated and engaged providers, and low to no cost for additional services for patients. A few barriers identified were poor public awareness of the diseases leading to poor uptake of services, lack of programmatic budget and resources, and additional stress on providers due to increased workload. The limitations include the dearth of data that explores the experiences of patients and providers and evaluates programme effectiveness. Conclusions Integration of TB and NCD services encourages the improvement of health service delivery across disease conditions and levels of care to address the combined burden of diseases in LMICs. This review not only offers recommendations for policy implementation and improvements for similar integrated programmes but also highlights the need for more high-quality TB–NCD research.

67 sitasi en Medicine
DOAJ Open Access 2024
Negotiation of Strategic Distance: A Smart City Project with Japanese Official Development Assistance in Bang Sue, Thailand

Kie Sanada, Kentaro Kuwatsuka

The existing critical literature constructs Smart Cities (SC) as sites of technocratic governance, hidden within a socio-technically imagined utopian discourse that originated in the “Global North” but has already deeply penetrated the “Global South”. The substantial inflow of SC­-related foreign investment into emerging Asian countries, such as Thailand, has motivated this paper to shed new light on the extensive nature of investment in the region. The authors have chosen to examine a SC project supported by Japanese Official Development Assistance in Bangkok’s Bang Sue district. This case study enables them to investigate the SC concept within the broader context of international politico-­economic power struggles, particularly between Thailand and Japan in the realm of international cooperation. Using the concept of strategy, this study conceptualises the establishment of Smart Cities as each nation’s approach to advancing both national economic interests and international security. The examination of the policy history of SC conception in Thailand and Japan reveals diverse motivations behind these initiatives. Thailand seeks to shift its economic weight to the digital and knowledge sectors, while Japan targets economic and security enhancements in the Indo-Pacific region. Despite the common strategy of developing SC infrastructure in the Bang Sue area, the analysis identified nuanced differences in their goals. Further scrutiny of project documents revealed: 1) strategic distancing within the project, 2) technocratic traits within the project process, and 3) the role of socio-technical utopian discourse beyond ideology.

History of Asia, Unlocalized maps (Asian studies only)
DOAJ Open Access 2024
Thailand’s Bilateral Response to the 2021 Myanmar Military Coup: Historical Contexts and Evolving Strategies

Narayanan Ganesan

Thailand has pursued its own bilateral policy towards Myanmar, which stands in stark contrast to the Five-Point Consensus policy of the Association of Southeast Asian Nations (ASEAN). The central research question of this article is: Why has Thailand articulated its own independent policy towards Myanmar and what are the motivating factors behind this policy? The methodology is based on published materials on the subject and elite interviews with Bangkok-based academics specialising in Myanmar and national security policymakers. Developments are discussed within a neoclassical realist framework that privileges a state’s internal demands, agency choices, and their interaction in turn with emerging opportunities in the external environment. The findings suggest that Thailand has resorted to bilateralism as part of a time-tested strategy that is consistent with similar previous attempts in 1975 and 1988.

History of Asia, Unlocalized maps (Asian studies only)
DOAJ Open Access 2024
Platform Writers and the Production of Digital Literature: The Professionalism of Female Pesantren Novelists in Indonesia

Nor Ismah

The new global genres of “chick lit” and “teen lit” in the early twenty-first century led to the rise of a new generation of Muslim women writers in Indonesia. They gained public attention, particularly from teen readers, by publishing Islamic novels and popular pesantren (Islamic boarding school) novels. Focusing on two online platforms for digital literature, the Komunitas Bisa Menulis and Halaqah 1001 Aksara as case studies, this study employs online observation of the platforms, content analysis of the works, and interviews with three young Muslim women writers from the pesantren tradition to explore their experiences of embracing socio-religious changes and technological developments in Indonesia. The article aims to answer three questions. Firstly, how and why do Muslim women writers from the pesantren tradition choose to publish their works on online platforms? Secondly, what are the predominant themes, genres and ideological messages present in their writing? And finally, to what extent do these platforms benefit women in developing their professionalism?

History of Asia, Unlocalized maps (Asian studies only)
arXiv Open Access 2024
Pricing of geometric Asian options in the Volterra-Heston model

Florian Aichinger, Sascha Desmettre

Geometric Asian options are a type of options where the payoff depends on the geometric mean of the underlying asset over a certain period of time. This paper is concerned with the pricing of such options for the class of Volterra-Heston models, covering the rough Heston model. We are able to derive semi-closed formulas for the prices of geometric Asian options with fixed and floating strikes for this class of stochastic volatility models. These formulas require the explicit calculation of the conditional joint Fourier transform of the logarithm of the stock price and the logarithm of the geometric mean of the stock price over time. Linking our problem to the theory of affine Volterra processes, we find a representation of this Fourier transform as a suitably constructed stochastic exponential, which depends on the solution of a Riccati-Volterra equation. Finally we provide a numerical study for our results in the rough Heston model.

en q-fin.PR, math.PR
S2 Open Access 2018
Combining Sentinel-1 and Sentinel-2 data for improved land use and land cover mapping of monsoon regions

M. Steinhausen, P. Wagner, B. Narasimhan et al.

Abstract Land use and land cover maps can support our understanding of coupled human-environment systems and provide important information for environmental modeling and water resource management. Satellite data are a valuable source for land use and land cover mapping. However, cloud-free or weather independent data are necessary to map cloud-prone regions. This particularly applies to monsoon regions such as the Chennai basin, located in the north of Tamil Nadu and the south of Andhra Pradesh, India, which is influenced by the South Asian Monsoon and has abundant cloud cover, throughout the monsoon season. The Basin is characterized by small-scale agriculture with multiple cropping seasons and the rapidly developing metropolitan area of Chennai. This study aims to generate a land use and land cover map of the Chennai Basin for the cropping season of Rabi 2015/16 and to assess the influence of combining the new ESA Copernicus satellites Sentinel-1 and -2 on classification accuracies. A Random Forest based wrapper approach was applied to select the most relevant radar (Sentinel-1) images for the combination with the optical (Sentinel-2) data. Area proportion weighted accuracy with 95% confidence interval were estimated for the Random Forest models, which differentiated 13 land cover classes. The highest overall accuracy of 91.53% ± 0.89 pp was achieved with a combination of 1 Sentinel-2 and 8 Sentinel-1 scenes. This is an improvement of 5.68 pp over a classification with Sentinel-2 data only. An addition of further Sentinel-1 scenes showed no improvement in overall accuracy. The strongest improvement in class-specific accuracy was achieved for paddy fields. This study shows for the first time how land use and land cover classifications in cloud-prone monsoon regions with small-scale agriculture and multiple cropping patterns can be improved by combining Sentinel-1 and Sentinel-2 data.

175 sitasi en Geography, Computer Science
S2 Open Access 2021
Interventions promoting uptake of water, sanitation and hygiene (WASH) technologies in low‐ and middle‐income countries: An evidence and gap map of effectiveness studies

Hannah Chirgwin, S. Cairncross, Dua Zehra et al.

Abstract Background Lack of access to and use of water, sanitation and hygiene (WASH) cause 1.6 million deaths every year, of which 1.2 million are due to gastrointestinal illnesses like diarrhoea and acute respiratory infections like pneumonia. Poor WASH access and use also diminish nutrition and educational attainment, and cause danger and stress for vulnerable populations, especially for women and girls. The hardest hit regions are sub‐Saharan Africa and South Asia. Sustainable Development Goal (SDG) 6 calls for the end of open defecation, and universal access to safely managed water and sanitation facilities, and basic hand hygiene, by 2030. WASH access and use also underpin progress in other areas such as SDG1 poverty targets, SDG3 health and SDG4 education targets. Meeting the SDG equity agenda to “leave none behind” will require WASH providers prioritise the hardest to reach including those living remotely and people who are disadvantaged. Objectives Decision makers need access to high‐quality evidence on what works in WASH promotion in different contexts, and for different groups of people, to reach the most disadvantaged populations and thereby achieve universal targets. The WASH evidence map is envisioned as a tool for commissioners and researchers to identify existing studies to fill synthesis gaps, as well as helping to prioritise new studies where there are gaps in knowledge. It also supports policymakers and practitioners to navigate the evidence base, including presenting critically appraised findings from existing systematic reviews. Methods This evidence map presents impact evaluations and systematic reviews from the WASH sector, organised according to the types of intervention mechanisms, WASH technologies promoted, and outcomes measured. It is based on a framework of intervention mechanisms (e.g., behaviour change triggering or microloans) and outcomes along the causal pathway, specifically behavioural outcomes (e.g., handwashing and food hygiene practices), ill‐health outcomes (e.g., diarrhoeal morbidity and mortality), nutrition and socioeconomic outcomes (e.g., school absenteeism and household income). The map also provides filters to examine the evidence for a particular WASH technology (e.g., latrines), place of use (e.g., home, school or health facility), location (e.g., global region, country, rural and urban) and group (e.g., people living with disability). Systematic searches for published and unpublished literature and trial registries were conducted of studies in low‐ and middle‐income countries (LMICs). Searches were conducted in March 2018, and searches for completed trials were done in May 2020. Coding of information for the map was done by two authors working independently. Impact evaluations were critically appraised according to methods of conduct and reporting. Systematic reviews were critically appraised using a new approach to assess theory‐based, mixed‐methods evidence synthesis. Results There has been an enormous growth in impact evaluations and systematic reviews of WASH interventions since the International Year of Sanitation, 2008. There are now at least 367 completed or ongoing rigorous impact evaluations in LMICs, nearly three‐quarters of which have been conducted since 2008, plus 43 systematic reviews. Studies have been done in 83 LMICs, with a high concentration in Bangladesh, India, and Kenya. WASH sector programming has increasingly shifted in focus from what technology to supply (e.g., a handwashing station or child's potty), to the best way in which to do so to promote demand. Research also covers a broader set of intervention mechanisms. For example, there has been increased interest in behaviour change communication using psychosocial “triggering”, such as social marketing and community‐led total sanitation. These studies report primarily on behavioural outcomes. With the advent of large‐scale funding, in particular by the Bill & Melinda Gates Foundation, there has been a substantial increase in the number of studies on sanitation technologies, particularly latrines. Sustaining behaviour is fundamental for sustaining health and other quality of life improvements. However, few studies have been done of intervention mechanisms for, or measuring outcomes on sustained adoption of latrines to stop open defaecation. There has also been some increase in the number of studies looking at outcomes and interventions that disproportionately affect women and girls, who quite literally carry most of the burden of poor water and sanitation access. However, most studies do not report sex disaggregated outcomes, let alone integrate gender analysis into their framework. Other vulnerable populations are even less addressed; no studies eligible for inclusion in the map were done of interventions targeting, or reporting on outcomes for, people living with disabilities. We were only able to find a single controlled evaluation of WASH interventions in a health care facility, in spite of the importance of WASH in health facilities in global policy debates. The quality of impact evaluations has improved, such as the use of controlled designs as standard, attention to addressing reporting biases, and adequate cluster sample size. However, there remain important concerns about quality of reporting. The quality and usefulness of systematic reviews for policy is also improving, which draw clearer distinctions between intervention mechanisms and synthesise the evidence on outcomes along the causal pathway. Adopting mixed‐methods approaches also provides information for programmes on barriers and enablers affecting implementation. Conclusion Ensuring everyone has access to appropriate water, sanitation, and hygiene facilities is one of the most fundamental of challenges for poverty elimination. Researchers and funders need to consider carefully where there is the need for new primary evidence, and new syntheses of that evidence. This study suggests the following priority areas: Impact evaluations incorporating understudied outcomes, such as sustainability and slippage, of WASH provision in understudied places of use, such as health care facilities, and of interventions targeting, or presenting disaggregated data for, vulnerable populations, particularly over the life‐course and for people living with a disability; Improved reporting in impact evaluations, including presentation of participant flow diagrams; and Synthesis studies and updates in areas with sufficient existing and planned impact evaluations, such as for diarrhoea mortality, ARIs, WASH in schools and decentralisation. These studies will preferably be conducted as mixed‐methods systematic reviews that are able to answer questions about programme targeting, implementation, effectiveness and cost‐effectiveness, and compare alternative intervention mechanisms to achieve and sustain outcomes in particular contexts, preferably using network meta‐analysis.

74 sitasi en Medicine

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