Household Survey Research Articles

From fetchers to decision-makers: exploring the gender dynamics of water access and governance in resource-poor communities of Mbala, Zambia

ABSTRACT Research on African women often emphasizes their traditional roles as water fetchers and caregivers, but their potential role in water governance is frequently overlooked. Here, this research gap is explored with a focus on the sustainability of water access points (WAPs). The latest mWater tool version 3.0. was used to conduct household surveys concerning gender roles in water access in rural Mbala of northern Zambia. Purposive sampling, a non-probability methodological approach, was used to choose respondents. The Empowerment in water, sanitation, and hygiene (WASH) Index (EWI) was adopted to quantify empowerment levels. The analysis revealed significant contributors to disempowerment, such as group membership, control over household goods, work balance, and leadership in WAP implementation. The study also highlighted the critical role of Water Point Committees (WPCs) in sustaining WAPs. An unexpected finding emerges as the data contests the prevalent notion that women, who are primarily responsible for water fetching, are marginalized from decision-making processes. Instead, the results suggest that women's disempowerment is not the primary factor contributing to the lack of sustainability of WAPs. Rather, a general lack of financial commitment within communities is at play. The study highlights the critical, yet previously overlooked, role of community meetings in ensuring the sustainability of WAPs.

Sufficiency, consumption patterns and limits: a survey of French households

How can the concept of consumption corridors be operationalised? This research provides socio-demographic knowledge of the setting of the upper limit. Four distinct ‘modes of consumption’ are identified, based on material consumption levels and openness to consumption limits. A survey of French households (n = 2452) reveals people are generally reluctant to accept strict consumption caps, especially binding ones. Both high and low material consumption groups strongly oppose consumption limits, suggesting that wealth does not correlate with a sense of having ‘enough’. Individuals with fewer possessions support the idea of limits to consumption, though not outright bans. Despite the cultural value placed on limitless consumption and political aversion to restrictions, actual consumption modes are inherently limited. Individuals operate within certain boundaries, whether or not acknowledged. Since perceptions of ‘enough’ are shaped by economic, social and technical contexts, urban settings and buildings could play a critical role in establishing these de facto limits. By facilitating frugal-yet-comfortable lifestyles, cities and buildings could help to restrain consumption without invoking a sense of deprivation. This approach suggests a pathway for fostering sustainable consumption corridors that feel normal rather than imposed. Practice relevance This research identifies four main modes of consumption in relation to sufficiency in mainland France. It shows that what constitutes enough is socially and economically situated and is not an external reality that would mechanically satisfy consumption needs. It also shows a general reluctance of individuals towards setting limits to individual consumption levels. To the extent that urban planning and dwelling types are already important forces in the shaping of sustainable modes of consumption, cities and buildings may prove instrumental in providing the condition of de facto upper limits to consumption. By understanding consumption modes and their relationship with sufficiency, policymakers, urban planners and architects could implement the means to conduct frugal lifestyles that do not evoke feelings of deprivation.

Religious service attendance and consumer financial outcomes: Evidence from a longitudinal survey

Previous literature has pointed to strong links between religion and economic outcomes. However, little is known about how individual consumers ’ religiosity is related to their financial management outcomes. Using longitudinal data from a national representative survey of households in Poland (more than 90% of believers declaring Roman Catholic religious denomination), we examine the associations between religious service attendance (RSA) and three subsequent consumer financial outcomes: savings, debt, and financial satisfaction. Social contacts, general trust, and risk tolerance have been tested to mediate these associations. The results indicate that RSA is prospectively associated with all three consumer financial outcomes: savings (positive), debt (negative), and financial satisfaction (positive). Only one mediation effect was found: the association between RSA and savings is mediated by social contacts. This implies that religiosity, as measured by RSA, is prospectively associated with financial outcomes, and socialcontacts have some potential to mediate the process.

An assessment of household solid waste management in Mainpuri, Uttar Pradesh, India

<p>Rapid industrialization, urbanization, population growth, and migration from rural areas have resulted in increased solid waste generation in developing cities, which is commonly regarded as the most significant urban issue. The improper disposal of waste and inefficient collection methods is a significant problem in most of the municipalities in Indian cities. This challenge is further compounded by unscientific waste treatment practices, lack of modern technology, and limited resources. This study aims to assess the status of solid waste generation and disposal across different household income groups and to evaluate how Mainpuri manage and handles the solid waste management system. The study is based on primary data collected through a household survey in Mainpuri city, covering a sample of 1,836 households from various income groups. The data used in this assessment was collected from household surveys and government records. Although there is a recycling plant in operation, its capacity is inadequate to address the increasing waste generation and demands of the community. This shortfall underscores the need for enhanced waste management strategies and infrastructure to effectively cope with the rising volumes of solid waste. As a result, large quantities of solid waste accumulate in low-lying areas near the Isan River and the proximity of the plant. Without a comprehensive solid waste management plan in the municipality, the situation is likely to deteriorate further. Mainpuri City urgently needs a sustainable strategy to effectively manage its solid waste, addressing both current challenges and future demands. Implementing such a strategy is essential for improving public health, environmental conditions, and overall quality of life in the city.</p>

Factors hindering the implementation of urban planning tools in Central Africa: Case study of reference urban plan for Sarh Town (Chad)

The reference urban plan is an urban planning tool often used to orient the development of Chadian cities. However, expanding Chadian urban centers, such as Sarh, face challenges in implementing urban planning orientations of their urban plans within the set deadlines. The objective of this study is to identify the factors impeding the effective implementation of the reference urban plan for Sarh town. The methodology employed encompasses a literature review, individual interviews with urban planning experts, geographic information system (GIS) data, household surveys and statistical analysis. The results revealed that less than a quarter (19.72%) of the households surveyed were aware of the reference urban plan. The applied logistic regression model identified age, occupation and level of education as the main factors influencing public participation in the preparation of the reference urban plan. On average, 33.33% of the urban planning guidelines and 21.74% of the projected urban projects were implemented, with a difference of 1631.28 hectares (ha) between the projected plan and the actual plan for the town. Five factors were identified as contributing to the failure to implement the reference urban plan for Sarh town, including low funding, inadequate land management, a lack of political will, weak governance and poor communication. Consequently, participatory and inclusive planning approaches, effective financial mobilisation, strong governance, and the use of modern technologies such as GIS tools are recommended to enhance the implementation of urban planning tools.

Flood fragility and vulnerability functions for residential buildings in the Province of Leyte, Philippines

AbstractThe Philippines experiences frequent flooding, but, despite expansive tools for risk reduction, there remain gaps in understanding generalised relationships between flood events and damage to residential structures for regions outside the nation's capital. This gap has limited the ability to model flood risk and damage without robust functions to link hazards and housing vulnerability. This research draws on 394 household surveys to empirically derive a suite of flood fragility and vulnerability functions for residential structures in the Province of Leyte for light material, elevated light material and masonry structures. The results showed that masonry construction was more resilient to floods compared to light material counterparts. Elevated light material structures also exhibited lower damages at low inundations but tend to fail abruptly at flood depths greater than 3 m. By empirically deriving flood damage functions, the findings contribute to a more localised approach to quantifying housing vulnerability and risk that can be used for catastrophe and risk modelling, with applications for government agencies, the insurance industry and disaster risk researchers. This research lays the foundation for future flood risk mapping with growing significance under climate change.

STRATEGIES FOR IMPROVING CHILD WELFARE THROUGH MULTIFACTOR INTERVENTIONS TO ADDRESS STUNTING IN MAKASSAR CITY, SOUTH SULAWESI

ABSTRACTStunting is a chronic nutritional problem frequently occurring in children, with factors such asfood access, nutritional intake, social factors, and economic conditions playing significant rolesin its manifestation. This study aims to identify effective strategies to reduce stunting ratesamong children in Makassar City, South Sulawesi. Utilizing a quantitative approach, the studyconducted household surveys with structured questionnaires involving 180 respondents, whowere parents of children under five experiencing stunting. Data analysis was performed usingstructural path analysis with SmartPLS4. The findings indicate that strengthening socialprotection systems, improving access to quality food, nutrition education, health educationprograms, and family empowerment are crucial factors in preventing stunting. These resultsprovide significant contributions to the development of targeted and sustainableinterventions to address chronic nutritional issues in South Sulawesi, particularly in Makassar City.

Feasibility and challenges in sustaining a community based surveillance system in post-Ebola Sierra Leone

BackgroundIn outbreak-prone settings, community-based surveillance (CBS) systems can alert health authorities to respond in a timely manner where suspected cases of disease are being reported. After the 2014–2016 Ebola outbreak, the WHO and other stakeholders supported the establishment of CBS in Sierra Leone, for which community health workers (CHW) were trained to collect and report symptoms data of 11 priority health conditions in their communities. Our study objective was to assess feasibility and challenges to sustain CBS in a low resource setting as part of a World Bank evaluation of Sierra Leone’s Ministry of Health and Sanitation’s (MoHS) CBS and electronic Integrated Disease Surveillance & Response (eIDSR) systems.MethodsIn 2019 we conducted a mixed methods assessment consisting of a household incidence survey, health facility survey, household case verification survey, a costing analysis, and in-depth interviews and focus group discussions with key stakeholders of the CBS system in eight chiefdoms of 4 purposefully selected districts in Sierra Leone. The study period for primary data collection was February through April 2019. We also conducted secondary data analysis of surveillance data in DHIS2 of all 32 chiefdoms.ResultsIn districts where CBS was ‘fully functional’, the number and type of CBS alerts corresponded to the number and type of diseases reported through facility based eIDSR system in the same period. However under-reporting of diarrhea and measles suspects from the community still appeared to occur, and reporting deteriorated when primary health care staff including CHWs reported the stoppage of stipends. The annual budget impact for CBS was estimated at 4.4 million USD in 2018. The majority of costs were made at community level (73%) compared to regional (0.3%), primary health unit (21%), district (4%) and national (2%) level. The most important costs drivers were training of CHWs (59% of total costs) and salaries (including stipends of the CHWs) of human resources (15%). Barriers included sustainable financing of human resources, internet connectivity, as well as limited trainings and supportive supervision, and unsupported transportation costs for CHWs and peer supervisors (PS). CHWs and community members reported that communities are more willing to share information about health issues compared to the pre-CBS implementation period.ConclusionsThe similarity between CBS and IDSR reports support the possibility that CBS increases the sensitivity of disease surveillance to the level of the community, which would enable local authorities to take early prevention measures when and where impact will be the greatest. Qualitative interviews suggest that CBS has improved the interface between the community and primary level of the health system. However if the barriers to sustainability are left unaddressed, opportunities for CBS to prevent disease outbreaks will go unrealized.

Crop-raiding by wildlife and cropland abandonment as feedback from nature-based solutions: lessons from case studies in China and Nepal

Abstract Conservation efforts under the nature-based solutions (NbS) framework aim at better management of ecosystems and improvement of human well-being. Policies targeting forest-based livelihoods align well with the NbS principles, but their social-ecological outcomes are often confounded by complex human-environment interactions. In this study, we identify one major feedback effect of the ecosystem dynamic on people’s livelihoods based on datasets collected from two study areas in China and Nepal. Our methodology integrates satellite remote sensing, household surveys, and statistical models to investigate households’ cropland abandonment decisions under the influence of crop-raiding by wildlife. Results show that cropland parcels that have experienced crop-raiding are more likely to be abandoned in the following years. The more damage the crops have suffered on a given parcel, the more likely it is that the parcel will be abandoned. Parcels in proximity to natural forests, farther away from the house location, and with poorer access to paved roads bear a higher risk of being abandoned. These effects are robust and consistent after controlling for multiple parcel features and household characteristics at different levels and using the dataset from each study area separately. We conclude that policymakers need to consider this undesirable feedback of the ecological system to the livelihoods of local people to better achieve co-benefits for ecosystems and human society.

Life shocks and self-perceived risk of housing loss among low-income individuals

Purpose This study aims to describe the self-perceived risk of housing loss among low-income individuals in the context of four potential life shocks and examines whether individuals’ social and economic resources are protective against self-perceived risk of housing loss in the context of these life shocks. Design/methodology/approach The authors conducted a national online survey of low-income households in the USA. The authors asked respondents to assess whether they would be at risk of housing loss if they experienced any of four potential life shocks: job loss, moderate and major medical catastrophes and damage to home from natural disaster. Logistic regression models estimated the association between self-perceived risk of housing loss in the context of these life shocks and respondents’ economic and social resources, adjusting for sociodemographic covariates. Findings A minority of respondents reported that they would be able to maintain their housing if they were to experience a life shock (i.e. 34%–43% depending on the specific life shock). Receipt of more generous forms of income support as well as having family or friends to live with in the event of housing loss were the most consistent economic and social resource predictors of respondents’ self-perceived ability to maintain their housing in the context of a life shock. Originality/value The findings suggest that comprehensive assessments of risk of housing crises should take into account how individuals view their vulnerability to housing loss if they were to experience a life shock.

Disentangling the gender-differentiated determinants of home-based self-employment choices in Nigeria

Abstract Understanding gender disparities in home-based self-employment (HBS) and their links to homeownership and socioeconomic factors is crucial for advancing sustainable development goals (SDGs) in Sub-Saharan Africa, especially Nigeria. This study uses data from the 2010/2011, 2012/13, 2015/16, and 2018/19 waves of the Nigerian General Household Survey (GHS). It employs random effect probit regression, the LASSO method for identifying predictors, and the Blinder–Oaxaca decomposition technique to analyse gender differences in nonlinear binary outcomes. The results show that female business owners are more likely to engage in HBS compared to males, highlighting the importance of gender equality (SDG 5) and decent work (SDG 8). While male entrepreneurs are mainly driven by profit, females prioritise balancing paid and unpaid work, reflecting motivations beyond profit within heterodox economics. Significant gender-differentiated impacts are observed in relation to monthly rent, post-secondary education, dwelling space, energy, and regional locations. Notably, the presence of children significantly increases female involvement in HBS, a trend not seen among males. Marriage also influences female participation, suggesting that marital circumstances and economic benefits play a role. These findings highlight the need for policies addressing gender-specific constraints, challenging traditional gender roles, and promoting inclusive human development within the SDG framework.

Impact of agricultural extension services on rice productivity and profitability in Bangladesh

Agricultural extension services play a pivotal role in promoting sustainable agriculture, particularly in developing countries where many farmers are resource-poor. Enhancing farmers’ profitability and productivity is essential to meet the increasing demand of a growing population. This study aims to examine the impact of agricultural extension services on the profitability and productivity of rice farmers in Bangladesh. The analysis uses unbalanced panel data from the International Food Policy Research Institute’s Bangladesh Integrated Household Survey for 2015 and 2018. The Mann–Whitney U test was used to assess whether the differences between the participant and non-participant groups were statistically significant. Additionally, a probit regression model is used to identify the determinants of participation in agricultural extension services. The findings reveal that participation is positively influenced by access to subsidies, distance to market, occupation and livelihood vulnerability. The impact of agricultural extension services on farm productivity and profitability is assessed using difference-in-difference and random effect generalized least squares models. The results show that agricultural extension services significantly contribute to both farm profitability and productivity. This suggests that governments should intensify and monitor the delivery of agricultural extension services, particularly focusing on the timely provision of support resource-poor farmers.

Transitions to crop residue burning have multiple antecedents in Eastern India

Far removed from the agricultural fire “hotspots” of Northwestern India, rice residue burning is on the rise in Eastern India with implications for regional air quality and agricultural sustainability. The underlying drivers contributing to the increase in burning have been linked to the adoption of mechanized (combine) harvesting but, in general, are inadequately understood. We hypothesize that the adoption of burning as a management practice results from a set of socio-technical interactions rather than emerging from a single factor. Using a mixed methods approach, a household survey (n = 475) provided quantitative insights into landscape and farm-scale drivers of burning and was complemented by an in-depth qualitative survey (n = 36) to characterize decision processes and to verify causal inferences derived from the broader survey. For communities where the combine harvester is present, our results show that rice residue burning is not inevitable. The decision to burn appears to emerge from a cascading sequence of events, starting with the following: (1) decreasing household labor, leading to (2) decreasing household livestock holdings, resulting in (3) reduced demands for residue fodder, incentivizing (4) adoption of labor-efficient combine harvesting and subsequent burning of loose residues that are both difficult to collect and of lower feeding value than manually harvested straw. Local demand for crop residues for livestock feeding plays a central role mediating transitions to burning. Consequently, policy response options that only consider the role of the combine harvester are likely to be ineffective. Innovative strategies such as the creation of decentralized commercial models for dairy value chains may bolster local residue demand by addressing household-scale labor bottlenecks to maintaining livestock. Secondary issues, such as timely rice planting, merit consideration as part of holistic responses to “bend” agricultural burning trajectories in Eastern India towards more sustainable practices.

Climate migration management? Contrasting international policy approaches with evidence from Ghana

ABSTRACT Donors and international organizations are seeking to manage migration out of climate-affected areas through local climate change adaptation and resilience-building. This article assesses the prominence of such approaches, considers their possible efficacy through an empirical case, identifies weaknesses, and offers alternatives. First, we identify and discuss international policy approaches seeking to shape climate-related mobility, drawing on document review of bilateral donor and international organizations’ policy and strategy documents regarding adaptation and climate-related migration. Then, we consider the efficacy of in place, or ‘in situ’, approaches that emphasize adaptation to limit mobility in practice. This is through a case-based analysis of dams and irrigation in the dry savannah zone of Northern Ghana, where poverty and outmigration are the highest in the country, and climate change severely undermines rural livelihoods. Donor-supported national efforts in this region explicitly link in situ adaptation and resilience-building with aims to limit outmigration. In addition to extensive background research including historical analysis, satellite and climate data analysis and a household survey (n = 403), this particular case analysis is based on individual and key informant interviews (n = 16 and 8, respectively), focus group discussions (n = 6) and document and policy review from Ghana, with focus on the Upper West Region. We document significant limitations broadly relevant to in situ approaches: they are unlikely to address diverse climate impacts as well as non-climatic factors shaping migration, and they will likely struggle to accommodate highly differentiated needs, preferences and mobility patterns within populations. Conversely, we find that in situ approaches seeking to reduce climate-related outmigration dominate among donor policies – often over focus on poverty reduction or development outcomes. These findings call for rethinking of donor and domestic policies that seek to limit outmigration through adaptation and resilience building. Rather, there is a need for development – and choice-oriented approaches that constructively integrate local adaptation and migration options for improved development outcomes.

What are the main factors of fuzzy inequality in Chad?

The purpose of this study is to identify the effects of multidimensional (fuzzy) inequalities and marginal changes on the Gini coefficients of various factors. This allows a range of social policies to be specifically targeted to reduce broader inequalities, but these policies are focused primarily on health, education, housing, sanitation, energy and drinking water. It is necessary to target policy areas that are unequally distributed, such as those with access to unevenly distributed drinking water policies. The data are from the Household and Consumption Survey of 6695 households in 2003 and 9259 households in 2011. This paper uses Lerman and Yitzhaki’s method. The results revealed that the main contributors to inequalities over the two periods were health and education. These sources have a potentially significant effect on total inequality. Health increases overall inequalities, but sources such as housing, sanitation and energy reduce them. This article provides resources to disadvantaged and vulnerable target groups. Multiple inequalities are analyzed for different subgroups of households, such as place of residence and the gender of the head of household. Analyzing fuzzy poverty inequalities makes it possible to develop targeted measures to combat poverty and inequality. This study is the first to investigate the sources of Gini’s fuzzy inequality in Chad via data analysis techniques, and in general, it is one of the few studies in Saharan Africa to be interested in this subject. Some development policies in sub-Saharan Africa should therefore focus on different sources (negative effect), sources (positive effect) and the equalization effect.

Sociodemographic and health disparities in self-care difficulties among older individuals: Evidence from South Africa

BackgroundAs South Africa’s population rapidly ages, the burden of non-communicable diseases and the challenges of performing daily care activities among older individuals are increasing. This study investigates trends in self-reported difficulties with daily care activities among older adults in South Africa and examines the association between these difficulties, sociodemographic factors, and chronic conditions.MethodsThe study used cross-sectional data from ten rounds of South Africa General Household Survey (2012–2021). Sample population included 26,362 men and 42,400 women aged 60 years and above. The outcome measure was assessed by self-reported difficulty in performing basic care activities such as washing or dressing.ResultsBetween 2012 and 2021, the percentage of participants reporting “A lot of difficulty” increased by 79.75%, “Some difficulty” increased by 112.11%, while “Unable to do” decreased by 8.97%. The risk of self-care difficulties was higher for men (RR = 1.11, 95% CI = 1.02, 1.20) and increased with age: RR = 1.24 (95% CI = 1.08, 1.42) for ages 65–69; RR = 2.27 (95% CI = 2.00, 2.58) for ages 70–74; and RR = 5.65 (95% CI = 5.08, 6.28) for ages 75+. Not being currently married (RR = 1.65, 95% CI = 1.51, 1.79), being of African/Black (RR = 1.21, 95% CI = 1.06, 1.38) or Coloured race (RR = 1.41, 95% CI = 1.21, 1.65), and having diabetes (RR = 1.44, 95% CI = 1.34, 1.55), hypertension (RR = 1.35, 95% CI = 1.26, 1.45), or asthma (RR = 1.30, 95% CI = 1.14, 1.48) were also associated with a higher risk of self-care difficulties.ConclusionThere was a notable increase in the proportion of participants reporting significant difficulty and some difficulty in performing self-care tasks, while a decrease was observed in the category of participants unable to do such tasks. Health policies should prioritize the specific needs of vulnerable sociodemographic and health groups, considering their increased risk of self-care difficulties.

Modeling the Predictors of Poverty in Agricultural Households in Uganda: Application of Multilevel and Interaction Methods

This study aimed to model the predictors of poverty in agricultural households in Uganda. The study's specific objectives were to examine the effect of individual predictors of poverty and analyze the contribution of community predictors of poverty in agricultural households. The study utilized data from the Uganda National Household Survey (UNHS, 2019/20) obtained from the Uganda Bureau of Statistics. A sample of 13,732 households was randomly selected from the total weighted sample representation of 11.3 million households involved in agricultural activities. A logit model was used in the analysis and estimates were provided using multilevel and interaction methods. Key findings suggest that poverty in agricultural households was positively and significantly influenced by the gender of the household head, marital status of the household head, income stability of the household, age of the household head and livestock ownership. Additionally, regional differences accounted for 17.9 % of the variations in poverty levels in Uganda and understanding such regional differences and their influence on poverty levels can assist policymakers and organizations in designing targeted interventions and policies to reduce poverty levels among households. Such measures can address the specific challenges faced by different regions and promote more equitable development across the country. However, poverty in agricultural households was negatively and significantly influenced by residence status, savings account ownership and household size. Based on the study's findings, the key policy recommendations were that; the government should continue implementing gender-focused interventions to address gender disparities among women empowerment programs that involve access to resources including land, equal access to employment opportunities and equal access to education to reduce poverty among women. Regarding income instabilities in agricultural households due to price fluctuations, the government should empower farmers to form farmer groups where they can collectively increase their bargaining power to avoid price fluctuations.

Broadening equitable access to solar: renters, non-adopters and the impact of consumption values on attitudes and installation intentions

ABSTRACT Addressing inequities in rooftop solar access is crucial to achieving decarbonisation and energy justice goals. This study contributes to the literature by applying an adapted consumption values model to the rooftop solar context and by examining renters’ perceptions of factors that would reduce barriers to solar uptake. An online survey (n = 331) of Australian households reveals that value-for-money perceptions are the only significant difference between adopters and non-adopters of solar. Structural equation modelling shows that, while idealistic values influence attitudes towards rooftop solar, pragmatic values drive installation intentions, which is aligned with prior research. Logistic regression shows that the higher the functional value (defined as the perceived utility of a product based on value for money, performance or quality perceptions) and the higher the conditional value (defined as the perceived utility of a product based on the circumstances faced by the decision maker), the higher the odds of installing solar. The findings are consistent with studies reporting significant cost barriers to solar adoption. Several recommendations for policy makers and practitioners are made to support equitable access to rooftop solar and help address the negative effects of past policies that favoured homeowners over renters.

Preserving nets, protecting children: an evaluation of factors influencing the utilization and physical integrity of long-lasting insecticidal nets among under-five children in Osun State, Nigeria.

Malaria remains a significant public health challenge in Africa where it is the most important vector-borne disease. Nigeria bears the largest burden, with pregnant women and children under 5years being more affected. Although, long lasting insecticidal nets (LLINs) remain effective for control, its use has been suboptimal. Hence this study assessed, household ownership, physical integrity and use of LLINs among children. A community-based, cross-sectional study was carried out among 1642 households using a multistage sampling technique in Osun State, Nigeria. A pretested, interviewer-administered questionnaire was used to obtain information on socio-demographic characteristics and use among under-fives. LLINs were inspected for physical integrity and cleanliness. A binary logistic regression analysis was conducted to identify factors influencing LLIN use by under-fives. The mean age of children was 32.2 ± 16.5months. Most households, 1586 (96.6%) had an LLIN while 165 (10.4%) did not hang their net. Holes were present in LLINs in 360 (22.7%) households and 196 (12.4%) had dusty or stained nets. Most households, (1259; 79.4%), had at least one LLIN for every 2 household members and survey participants reported that 1331 (83.9%) under-fives slept under an LLIN the night before the survey. Factors associated with reported LLIN use were; older parents/guardians aged 50-59years (AOR: 3.02; 95% CI 1.50-6.09), having a post-secondary education (AOR: 2.56; 95% CI 1.31-5.00), having LLIN obtained < 12months (AOR: 4.27; 95% CI 2.39-7.64), households with one LLIN for every 2 members (AOR: 1.65; 95% CI 1.15-2.37) and households with clean nets (AOR 2.75; 95% CI 1.89-4.00) had increased odds of reported LLIN utilization by under-five children. Although LLIN ownership and reported use were high in this study, gaps exist between ownership and reported use of LLINs. About one-fourth of LLINs had poor physical integrity. To maximize LLIN effectiveness in households, it is important to ensure the continued free distribution of nets and emphasize messages to parents/guardians on proper care, maintenance, and use of nets.

Determinants of Access to Bank Credit by Smallholder Agricultural Households in Uganda: Evidence from UNHS 2019/2020

Agricultural credit plays a significant role in boosting cash and food crop production for household consumption, domestic and foreign markets. The purpose of this study was to investigate the determinants that affect smallholder farmer’s access to bank credit in Uganda. The study used data from the Uganda National Household Survey 2019/2020 (UNHS). The study utilized a logit regression model for the analysis of data. The findings from the model showed that farmer’s access to bank credit in Uganda was positively and significantly influenced by sex of the household head, income level of the household head, marital status of the household head, age of the household head and ownership of a bank savings account. The study’s conclusions led to the development of key policy recommendations. These include promoting a savings culture through various initiatives, providing incentives such as special savings accounts or matching deposit programs, creating customized banking products to carter to farmers needs and offering free tertiary education to graduates of Universal Primary Education, Universal Secondary Education, and Universal Post O Level Education and Training