Source Of Income Research Articles

Temporal changes in a small-scale artisanal reef fishery in Brazil: Coastal development and its impacts

Small-scale artisanal fisheries perform great economic, social, cultural, and ecological roles worldwide. For fishers in adverse scenarios, resorting to alternatives such sustainable tourism is widely proposed. In this study, we investigate the long-term sustainability (1998–2020) of a small-scale artisanal fishery in Northeast Brazil, where transformations including intense coastal development, the establishment of a marine protected area, and the expansion of tourism occurred in addition to the region’s economic growth and the global trend of technological advancements. This study aims to understand how this fishery has changed over the last two decades while investigating a range of possible threats for its survival. Results demonstrated the impacts of technological innovation on fishing practices, such as the use of spearguns and small outboard motors; an increase in opportunistic fishing associated with a growing coastal population; fading of certain traditional fishing practices that often require fishers with greater experience; a shift for a fishery made up of more opportunistic amateur fishers, as artisanal, small-scale fishers switched to other income sources such as tourism. Although there are benefits from those transformations, which include the possibility of an alternative source of income and the use of technology, fisheries traditions have been affected negatively in terms of social and cultural aspects, and traditional fishing communities are left vulnerable in the absence of national fishery monitoring programs, reliable fishing data, and institutional instability. Local initiatives and empowerment of traditional fishing communities to strengthen fisher identity and participation in fisheries policy decision-making should be strongly encouraged.

Exploring the Role of Destination Management Organizations (DMOs) in Leveraging Social Media as a Destination Marketing Tool: Insights from Himachal Pradesh

TOURISM: Tourism is the movement of people to destinations outside their usual environment for various reasons, including leisure, business, or other purposes. These visitors' activities, known as the visitor economy, can have a significant impact on the visited locations economically, socially, and culturally. This can involve enjoying recreational activities, relaxation, and pleasure, often with the help of established businesses offering services and experiences. Tourism is a multifaceted and dynamic industry that has evolved significantly over the years. It encompasses the movement of people to destinations outside their usual environment for personal or recreational purposes, contributing substantially to the global economy and generating employment opportunities and income for millions. The tourism industry can be broadly categorized into two primary types: international tourism, where tourists travel to foreign lands, and domestic tourism, where tourists explore their own country. The most frequently visited countries by international tourists include France, Spain, the United States, China, Italy, Turkey, Mexico, and the United Kingdom. Tourism serves as a crucial industry, providing employment and income to millions of people worldwide and contributing significantly to the economies of various nations. The steady rise in popularity of tourism since the 1950s can be attributed to advancements in technology, the proliferation of the internet, the increasing availability of paid vacations, demographic changes, and media exposure. The tourism life cycle, proposed by Professor Richard Butler, consists of four stages: initial discovery, growth, decline, and regeneration. This model helps us understand the pattern of popularity that tourist destinations follow. Tourism is not limited to leisure activities; it also includes business tourism, cultural travel, environmental effects of aviation, international tourism advertising, medical tourism, and science tourism, among others. The United Nations World Tourism Organization (UNWTO) plays a crucial role in promoting responsible, sustainable, and universally accessible tourism, providing statistics and insights on key indicators for inbound and outbound tourism globally. In conclusion, tourism is a complex and multifaceted industry that has a significant impact on the global economy and local communities. It encompasses various forms, including international and domestic tourism, and serves as a crucial source of employment and income for millions of people worldwide.

Design and Fabrication Onion Harvester

Agriculture plays a vital role in Indian economy. India is a country which is dependent on farming as a main source of income for many families. As far as Indian scenario is concerned, more than 75 percent farmers are belonging to small and marginal land carrying. So any improvement in the productivity related task help to increase Indian farmer’s status and economy. Now a day’s agriculture equipments have lot of limitation and it required more energy to operate. The purpose of the project is to fabricate and enhance the design specifications of onion harvesting machine for multipurpose onion which should be helpful for the farmers having less & marginal land. Further, the comparative study of onion harvesting from manual method, machine method and proposed machine method is discussed. It is observed from the results that, the proposed machine method shows reasonably good result when compared manual method and machine method

The impact of health impairments on employment entry and the quality of employment among basic income support recipients in Germany

Abstract Policies for recipients of basic income support for jobseekers in Germany focus on activation and quick labour market integration. Yet, the majority of benefit recipients report severe health impairments. Against this background, the article investigates implications of health impairments for benefit recipients’ jobcentre relationship and employment opportunities. The analyses show that 63 per cent of non-employed benefit recipients report health restrictions on their employment capabilities, 51 per cent report severe health impairments, and 25 per cent that they cannot work at all. The most frequent types of health impairments are musculoskeletal and mental health impairments. Health impairments significantly reduce entry rates into socially insured employment, but do not seem to inhibit taking up uninsured minijobs. Counselling frequency increases job entry rates for benefit recipients without health impairments in the short-term. For those with health impairments, no short-term effects are found over a one-year follow-up period. Policy responses could include a more explicit acknowledgement of health impairments as a central issue for benefit recipients. Greater investments in rehabilitation and subsidised employment could be part of a strategy to improve opportunities for benefit recipients with health impairments to find better-quality (part-time) employment instead of uninsured minijobs. The analyses are based on linked longitudinal PASS survey and administrative data.

Persistent and implications of Changing Livelihood in Hill Setting of Nepal: A Qualitative Inquiry of Vyas-10 of Tanahun

Nepal has witnessed rapid change in political and socioeconomic dimensions in the last three decades. Migration and remittance are key factors for the changing livelihoods and it implies various forms of Hill settings in Nepal. The aim of the study is to identify the persistence and implications of livelihood changes in the Hill setting of Nepal from the emic perspective. As per the requirement of the study, 30 in-depth interviews were conducted Dumsi village of Vyas-10 of Tanahun district. The study identified that remittance is the key driver of the livelihood change in the Hill setting. The changing livelihood of the village people also changes the gender roles, the age structure of the working age population, change in the caste-based occupation and structural change of the caste-based system and the diversification of the income sources. Agriculture was seen as the main occupation three decades ago, it is a secondary source of livelihood in the villages due to migration and remittances.

Rejuvenating potato growth and yield in challenging semiarid and saline sandy Cholistan: harnessing PGPB-coated N and P application strategies

BackgroundPotato serves as a major non-cereal food crop and income source for small-scale growers in Punjab, Pakistan. Unfortunately, improper fertilization practices have led to low crop yields, worsened by challenging environmental conditions and poor groundwater quality in the Cholistan region. To address this, we conducted an experiment to assess the impact of two fertilizer application approaches on potato cv. Barna using plant growth-promoting bacteria (PGPB) coated biofertilizers. The first approach, termed conventional fertilizer application (CFA), involved four split applications of PGPB-coated fertilizers at a rate of 100:75 kg acre–1 (N and P). The second, modified fertilizer application (MFA), employed nine split applications at a rate of 80:40 kg acre–1.ResultsThe MFA approach significantly improved various plant attributes compared to the CFA. This included increased plant height (28%), stem number (45%), leaf count (46%), leaf area index (36%), leaf thickness (three-folds), chlorophyll content (53%), quantum yield of photosystem II (45%), photosynthetically active radiations (56%), electrochromic shift (5.6%), proton flux (24.6%), proton conductivity (71%), linear electron flow (72%), photosynthetic rate (35%), water use efficiency (76%), and substomatal CO2 (two-folds), and lowered non-photochemical quenching (56%), non-regulatory energy dissipation (33%), transpiration rate (59%), and stomatal conductance (70%). Additionally, the MFA approach resulted in higher tuber production per plant (21%), average tuber weight (21.9%), tuber diameter (24.5%), total tuber yield (29.1%), marketable yield (22.7%), seed-grade yield (9%), specific gravity (9.6%), and soluble solids (7.1%). It also reduced undesirable factors like goli and downgrade yields by 57.6% and 98.8%, respectively. Furthermore, plants under the MFA approach exhibited enhanced nitrogen (27.8%) and phosphorus uptake (40.6%), with improved N (26.1%) and P uptake efficiency (43.7%) compared to the CFA approach.ConclusionThe use of PGPB-coated N and P fertilizers with a higher number of splits at a lower rate significantly boosts potato production in the alkaline sandy soils of Cholistan.

A Constitutional Right to a Universal Basic Income

This article explains how a legal argument for a constitutional right to a universal basic income (UBI) in the United States could be constructed. My aim is to move the idea of a constitutionally-required UBI from the implausible to the plausible, suggesting that it is less far-fetched than it may initially appear to be. In Dworkinian terminology, everyone is entitled to equal concern and respect under the Constitution. Judges can read its abstract language morally when they decide real constitutional cases to make the country more just. In egalitarian liberalism, the quality of a person’s life must not depend on financial circumstances that are mostly beyond her control and the government must protect the most vulnerable members of society from financial insecurity to enhance their personal autonomy. I reduce the sharp distinction between positive and negative rights in contemporary constitutional doctrine by elaborating on how the U.S. Constitution, and the case law that has glossed it over time, can establish a constitutional right to a UBI. A constitutional right to a UBI is morally justified and constitutionally possible; it is only implausible inasmuch as the timing is far from ideal.

Agricultural diversification and enhancing farm income: Learning from grassroots

Enhancing the income of farmers is a national priority to address the agrarian issue of distress and improving farmers’ welfare. In this context, a network of Krishi Vigyan Kendras (KVKs) was engaged to make interventions on farmers’ field. This study carried out in Madhya Pradesh, presents the quantitative assessment on the impacts of KVKs’ initiatives in terms of different interventions made to contribute in farmers' income (doubling farmers income, DFI). The structured sampling method was followed using multi-stage random sampling. This has covered selecting 11 agro-climatic regions of the state and 25% of KVKs from each region. Further, 2 treatment (DFI) and 2 control (non-DFI) villages were taken. Finally, from each village, a total of 20 farm households were taken. The results indicated that average treatment effect on the treated (ATT), which is the difference between matched DFI and non- DFI households after accounting for counterfactual, was positive and significant. The value of ATT implies that net income of DFI households was more than that of non-DFI households by 111%. The net income of DFI households has increased by 156% during 2016–17 (the year of launch of KVKs' DFI scheme) to 2020–21. Households with male heads, without any other source of income, owning smaller livestock and land holdings were observed to get benefit from participation in the interventions on DFI made by the KVKs. Recognition and response to the heterogeneity treatment effect can help in optimizing resource allocation, enhancing programme effectiveness and maximizing the potential impact of the KVKs’ DFI initiatives. Agricultural diversification shifted to high value crops (e.g., like vegetables, dairying, etc.), has been crucial in enhancing income of DFI households.

Less work and higher tax can raise wellbeing

AbstractWorktime has been falling slowly though real wages have risen dramatically. We show that in a general equilibrium model with CES utility and production functions, worktime falls with real wages if and only if the elasticity of substitution between consumption and leisure is less than that between capital and labour, but always rises with labour's income share and concerns with relative income. While a falling labour share may not reduce worktime due to market inflexibility, stronger income comparison increases inefficient overwork. Hence, more flexibility, higher income taxes and a basic income are needed to reduce working hours and raise social welfare.

Technology application driven farmers’ income enhancement: Evidences for spatial, sectoral and social inclusiveness

Indian farmers have played decisive role in ensuring national food security, however issues about their economic security have been a matter of concern. The study conducted during 2022 with 3648 farmers in 29 districts of Karnataka, exhibited the possibilities for income enhancement through technology-supported productivity-driven, diversification and agri-entrepreneurship promoted by the Krishi Vigyan Kendras (KVKs). The composition of income, estimated through Simpson’s Index of Diversity, testify the inclusiveness in sources of household income. Income enhancement across agro-climatic zones corroborated for the spatial inclusiveness. Evidences across different landholding categories demonstrated the social inclusiveness. Horticultural sector contributed highest to absolute enhancement in farmers’ income, but farm and non-farm enterprises, fisheries and livestock had higher rate of growth. Technology uptake was the catalyser for income enhancement across the sectors. The results provide an empirical framework for stage I impact, driven by productivity enhancement, leading to diversification and entrepreneurship development.

Empowering Rural Women Through Handloom Micro Enterprises: A Case Study of Udalguri District, Assam

Background: The handloom industry in Assam showcases a remarkable diversity that extends across both rural and urban areas which serves as a supplementary source of income for numerous households in the state. Nalkhamara, a village in Udalguri district of Assam became the workplace for a group of 15 most talented weavers who grouped to form a SHG called Rampar Self Help Group. But unfortunately, they faced significant challenges due to limited resources and absence of marketing organizations. In order to address the issues, the SHG reached out to the KVK, Udalguri for assistance and accordingly, the KVK conducted a demonstration on capacity building of women weavers to enhance their skills in weaving and provided guidance on modern marketing techniques etc. Hence, the present study was planned with the objectives to analyze the economic impact on weavers before and after KVK intervention, types of products manufactured and the constraints faced by them. Methods: The study has followed the case study method with a total of 15 weavers of Rampar SHG having training under KVK, Udalguri. A pre tested questionnaire was prepared to collect data. To measure the economic impact, parameters like gross cost and return, net return, B: C ratio etc. were considered before and after intervention. To evaluate the problems of weavers, open ended questions were asked. Suitable statistical tools were used to analyze the data. Result: With the intervention of KVK Udalguri, the weavers of the SHG able to earn average annual income between Rs. 13.00 to Rs.15.00 lakhs and could able to produced twenty types of diversified handloom products. The constraints faced by them were like improper time management, high input price, exploitation by intermediaries etc.

Exploring risky health behaviors and vulnerability to sexually transmitted diseases among transnational undocumented labor migrants from Bangladesh: a qualitative study

BackgroundIn Bangladesh, remittances constitute a substantial portion of the country’s foreign exchange earnings and serve as a primary source of income. However, a considerable number of Bangladeshi citizens reside overseas without proper documentation, exposing them to significant challenges such as limited access to healthcare and socioeconomic opportunities. Moreover, their irregular migration status often results in engaging in risky health behaviors that further exacerbate their vulnerability. Hence, this study aimed to investigate the risky health behavior and HIV/STI susceptibility of Bangladeshi irregular international migrants residing across the globe with undocumented status.MethodsUsing a qualitative Interpretative Phenomenological Approach (IPA), 25 illegal migrants were interviewed who are currently living illegally or returned to their home country. The author used a thematic approach to code and analyze the data, combining an integrated data-driven inductive approach with a deductive approach. Concurrent processing and coding were facilitated by employing the Granheim model in data analysis.ResultsThe study identified four risky health behaviors among irregular Bangladeshi migrants: hazardous living conditions, risky jobs, suicidal ideation, and tobacco consumption. Additionally, the authors found some HIV/STI risk behavior among them including engaging in unprotected sex, consuming alcohol and drugs during sexual activity, and having limited access to medical facilities.ConclusionsThe findings of this study can be used by health professional, governments, policymakers, NGOs, and concerned agencies to develop welfare strategies and initiatives for vulnerable undocumented migrant workers.

Ecotourism Commodification from A Socio-Economic Perspective (A Case Study of Tanjung Puting National Park, Indonesia)

This research aims to determine the socio-economic impact of the commodification of ecotourism occurs in Tanjung Puting National Park. Data in this study were obtained using a case study method. The economic indicators used include income and employment opportunities. Meanwhile, social indicators include cultural acculturation and the community’s skill level. The results show that the development of this ecotourism is able to create more job opportunities for the public in the tourism sectors such as tour guide, food and beverages service, and travel agents. Public who taking opportunities will generate another source of income. In addition to contributing income to the local community, this ecotourism also contributes Non-Tax Government Revenue (PNBP). The social impact that arises is shifting of the public lifestyle becomes more westernized and an increase in the level of creativity of the public in business entrepreneurship.

An analysis of factors influencing cognitive dysfunction among older adults in Northwest China based on logistic regression and decision tree modelling

BackgroundCognitive dysfunction is one of the leading causes of disability and dependence in older adults and is a major economic burden on the public health system. The aim of this study was to investigate the risk factors for cognitive dysfunction and their predictive value in older adults in Northwest China.MethodsA cross-sectional study was conducted using a multistage sampling method. The questionnaires were distributed through the Elderly Disability Monitoring Platform to older adults aged 60 years and above in Northwest China, who were divided into cognitive dysfunction and normal cognitive function groups. In addition to univariate analyses, logistic regression and decision tree modelling were used to construct a model to identify factors that can predict the occurrence of cognitive dysfunction in older adults.ResultsA total of 12,494 valid questionnaires were collected, including 2617 from participants in the cognitive dysfunction group and 9877 from participants in the normal cognitive function group. Univariate analysis revealed that ethnicity, BMI, age, educational attainment, marital status, type of residence, residency status, current work status, main economic source, type of chronic disease, long-term use of medication, alcohol consumption, participation in social activities, exercise status, social support, total scores on the Balanced Test Assessment, total scores on the Gait Speed Assessment total score, and activities of daily living (ADL) were significantly different between the two groups (all P < 0.05). According to logistic regression analyses, ethnicity, BMI, educational attainment, marital status, residency, main source of income, chronic diseases, annual medical examination, alcohol consumption, exercise status, total scores on the Balanced Test Assessment, and activities of daily living (ADLs) were found to influence cognitive dysfunction in older adults (all P < 0.05). In the decision tree model, the ability to perform activities of daily living was the root node, followed by total scores on the Balanced Test Assessment, marital status, educational attainment, age, annual medical examination, and ethnicity.ConclusionsTraditional risk factors (including BMI, literacy, and alcohol consumption) and potentially modifiable risk factors (including balance function, ability to care for oneself in daily life, and widowhood) have a significant impact on the increased risk of cognitive dysfunction in older adults in Northwest China. The use of decision tree models can help health care workers better assess cognitive function in older adults and develop personalized interventions. Further research could help to gain insight into the mechanisms of cognitive dysfunction and provide new avenues for prevention and intervention.

Moderating Effect of Entrepreneurship Determinants on the Relationship between Economic Diversification and Sustainable Livelihoods among Fish Farmers in Kakamega County

This study investigates the effect of entrepreneurship determinants on economic diversification and sustainable livelihoods among fish farmers in Kakamega County, Kenya. Entrepreneurship determinants encompass a range of factors including access to finance, training, market information, infrastructure, and supportive institutional frameworks. Economic diversification is vital for reducing reliance on traditional income sources and enhancing resilience to economic shocks, while sustainable livelihoods ensure long-term prosperity while preserving natural resources. The specific objective was to examine the moderating effect of entrepreneurship determinants on the relationship between economic diversification and sustainable livelihoods among fish farmers in Kakamega County. The study was guided by Sustainable Livelihoods Theory. The target population was 4500 fish farmers in Kakamega County from which a sample of 354 fish farmers was selected for the study using the Krejcie and Morgan Table 1970. Data was collected using closed-ended questionnaires. Data collected was analyzed using SPSS version 26. Using descriptive and survey research designs, data was collected from a sample of fish farmers in Kakamega County. The findings reveal significant correlations between entrepreneurship determinants, economic diversification, and sustainable livelihoods. Economic Activity Diversification explained 50.8% changes on sustainable livelihoods. However, when moderated with entrepreneurial determinants, the influence of economic diversification explained 66.3% of the changes in sustainable livelihoods among the fish farmers in Kakamega County. The analysis utilized unstandardized coefficients to elucidate the relationships between variables. In Model 1, Vertical Diversification (B = 0.271, p = 0.000) and Portfolio Diversification (B = 0.488, p = 0.000) significantly influenced Sustainable Livelihoods, while Structural Diversification (B = -0.044, p = 0.493) did not. Model 2 introduced Entrepreneurial Determinant, which exhibited a significant positive effect (B = 0.356, p = 0.000), alongside Vertical (B = 0.111, p = 0.041) and Portfolio (B = 0.329, p = 0.000) Diversifications. In Model 3, while all diversification variables remained significant, the interaction terms showed significant impact, emphasizing the moderating role of entrepreneurial determinants in influencing sustainable livelihoods among fish farmers in Kakamega County. Access to finance and market information emerged as key determinants influencing the ability of fish farmers to diversify their economic activities and achieve sustainable livelihoods. Additionally, supportive institutional frameworks, infrastructure development and access to training were identified as critical enablers of entrepreneurial success among fish farmers. The study concludes by highlighting policy implications and recommendations aimed at enhancing entrepreneurship development, promoting economic diversification, and fostering sustainable livelihoods among fish farmers in Kakamega County and similar contexts.

Digital transformation and the DIY artist: Balancing artistic integrity and economic sustainability in the digital domain

Digital transformation and the DIY artist: Balancing artistic integrity and economic sustainability in the digital domain

Mitigating Emerging and Reemerging Diseases of Fruit and Vegetable Crops in a Changing Climate.

Fruit and vegetable crops are important sources of nutrition and income globally. Producing these high-value crops requires significant investment of often scarce resources, and, therefore, the risks associated with climate change and accompanying disease pressures are especially important. Climate change influences the occurrence and pressure of plant diseases, enabling new pathogens to emerge and old enemies to reemerge. Specific environmental changes attributed to climate change, particularly temperature fluctuations and intense rainfall events, greatly alter fruit and vegetable disease incidence and severity. In turn, fruit and vegetable microbiomes, and subsequently overall plant health, are also affected by climate change. Changing disease pressures cause growers and researchers to reassess disease management and climate change adaptation strategies. Approaches such as climate smart integrated pest management, smart sprayer technology, protected culture cultivation, advanced diagnostics, and new soilborne disease management strategies are providing new tools for specialty crops growers. Researchers and educators need to work closely with growers to establish fruit and vegetable production systems that are resilient and responsive to changing climates. This review explores the effects of climate change on specialty food crops, pathogens, insect vectors, and pathosystems, as well as adaptations needed to ensure optimal plant health and environmental and economic sustainability.

Association of the Type of Public Pension With Mental Health Among South Korean Older Adults: Longitudinal Observational Study.

As income and health are closely related, retirement is considered undesirable for health. Many studies have shown the association between pension and health, but no research has considered the association between contribution-based public pensions or their types and health. This study investigates the association between the type of contributory public pension and depressive symptoms among older adults. We analyzed the data of 4541 older adults who participated in the South Korea Welfare Panel Study (2014-2020). Depressive symptoms were measured using the 11-item Center for Epidemiologic Studies Depression scale. Public pensions in South Korea are classified into specific corporate pensions and national pensions. For subgroup analyses, pensioners were categorized according to the amount of pension received and the proportion of public pension over gross income. Analyses using generalized estimating equations were conducted for longitudinal data. Individuals receiving public pension, regardless of the pension type, demonstrated significantly decreased depressive symptoms (national pension: β=-.734; P<.001; specific corporate pension: β=-.775; P=.02). For both pension types, the higher the amount of benefits, the lower were the depression scores. However, this association was absent for those who received the smaller amount among the specific corporate pensioners. In low-income households, the decrease in the depressive symptoms based on the amount of public pension benefits was greater (fourth quartile of national pension: β=-1.472; P<.001; second and third quartiles of specific corporate pension: β=-3.646; P<.001). Our study shows that contributory public pension is significantly associated with lower depressive symptoms, and this association is prominent in low-income households. Thus, contributory public pensions may be good income sources for improving the mental health of older adults after retirement.

The Impact of Service Quality and Tax Socialization on Taxpayer Awareness Performance: Case from Mimika Papua, Indonesia

Taxation plays a crucial role as the largest source of income for governments, including local governments such as Mimika Regency, Papua Province. Therefore, the impact of Tax Socialization, Taxpayer Compliance and Awareness, and Service Quality on Taxpayer Service Performance remains relevant to be studied. This study employs an empirical test with 100 taxpayer respondents in Mimika Regency, Papua Province, Indonesia. Hypothesis testing was conducted using Structural Equation Modeling – Partial Least Square (SEM-PLS). The results of the test prove that service quality, tax socialization, and taxpayer awareness have a positive influence on taxpayer compliance. Service quality, tax socialization, and taxpayer awareness also have a positive influence on service performance. Taxpayer compliance does not have a positive influence on service performance, but taxpayer awareness does. The theoretical implications of this research information serve as a guide for researchers to develop tax and tax knowledge, and the determinants of non-compliance can be used for future research. From a policy maker's perspective, this information will assist tax authorities in developing tax education programs.

Determinants of School Dropouts and the Impact on Youth Unemployment: Evidence from Ethiopia

Despite significant youth school dropouts in Ethiopia, the household characteristics that contribute to dropouts and the impact of dropouts on youth unemployment remain unclear. To fill this gap, this study analyzes the factors that influence youth dropouts and evaluates the impact of dropouts on youth unemployment in Ethiopia using data from the 2019 World Bank Living Standards Measurement Study-Integrated Surveys on Agriculture. We employ endogenous switching regression to estimate the impact of youth dropouts on the likelihood that a household has unemployed youths and the number of unemployed youths in the household. The findings reveal that different parental characteristics such as age, education, and whether parents live together are negatively associated with the probability of youth dropouts, while households with a Muslim head are more likely to have school dropouts than Orthodox-headed households. Households who have multiple income sources, are located in rural areas, are located far from the school, and have disabled family members are also found to be more likely to have youth dropouts. In addition, our findings reveal that youth dropouts increase the probability of having unemployed youths in the household and raise the number of unemployed youths in the household. The study’s findings highlight the need for considering households’ characteristics and other factors associated with youth dropouts when developing educational interventions to reduce youth dropouts in Ethiopia. Furthermore, investment in parental education and infrastructural facilities such as roads and schools could reduce youth unemployment in Ethiopia, particularly in rural areas where public schools are the only option.