Within-group estimators for unbalanced-panel data regression model of the open unemployment rate data in east kalimantan province

The COVID-19 pandemic has hit hard the Indonesian economy. Many businesses had to close because they could not cover operational costs, and many workers were laid off creating an unemployment crisis. Unemployment causes people's productivity and income to decrease, leading to poverty and other social problems, making it a crucial problem and great concern for the nation. Economic conditions during this pandemic have also provided an unusual pattern in economic data, in which outliers may occur, leading to biased parameter estimation results. For that reason, it is necessary to deal with outliers in research data appropriately. This study aims to find within-group estimators for unbalanced panel data regression model of the Open Unemployment Rate (OUR) in East Kalimantan Province and the factors that influence it. The method used is the within transformation with mean centering and median centering processing methods. The results of this study may provide advice on factors that can increase and decrease the OUR of East Kalimantan Province. The results show that the best model for estimating OUR data in East Kalimantan Province is the within-transformation estimation method using median centering. According to the best model, the Human Development Index (HDI) and Gross Regional Domestic Product (GRDP) are two factors that influence the OUR of East Kalimantan Province (GRDP). © 2023, International Association of Engineers. All rights reserved.

Farmers' willingness to stabilize the land contract relationship facing the upcoming expiry of land contracts

On the verge of the expiry of land contracts, it is theoretically and practically important to explore the willingness and motivations of farmers to stabilize the land contract relationship, with regards to protecting their land contract rights, addressing potential contradictions during the land contract extension, and maintaining the stability of contracted land. Using China Land Economic Survey Data in 2020, this paper explores the impact of differences in areas per capita of household contracted land on farmers' willingness to stabilize land contract relationship. The findings show that most farmers support the stability of land contract relationship;the smaller areas per capita of contracted land are occupied by households than the average in the village, the weaker of the farmers' willingness to stabilize the land contract relationship. The difference between the areas per capita of contracted land ownership of a household and the average in the village has a greater impact on the willingness to stabilize land contract relationship for middle-and low-income farmers, while the development of land transfer market does not increased the willingness. Affected by the COVID-19 pandemic, the land plays a more important role of employment security, which reduces farmers' willingness to stabilize the land contract relationship. Furthermore, the promotion of socialized agricultural service has also mitigated the willingness of farmers o stabilize the land contract relationship.

Breeding Hope during the Crisis: A Study on Unemployed Laborers' Willingness to Receive Educational Compensation under the Chinese "Zero-COVID” Policy

Under the Chinese "Zero-COVID” policy, many laborers were forced out of work. Participating in educational compensation can effectively help unemployed laborers achieve re-employment. This paper selected Jining, Shandong Province, as the research area, analyzed the data using a questionnaire survey and key interviews, and observed factors that affect and change willingness to receive educational compensation (WTEC) and the willingness to accept the training duration (WTTD) of unemployed laborers. The study found that 77.78% of unemployed laborers are willing to receive educational compensation, and the WTTD is 12.05 days. Among them, eight factors affect WTEC, such as the years of education, the duration of unemployment, whether there are dependents in the family, and the family's size. Nine factors such as gender, age, education, unemployed duration, dependents, and other supportable incomes affect WTTD. Based on this, by taking measures from the government and laborers, WTEC and WTTD can be improved, and then the rate of re-employment can be enhanced, and finally, the employment problem can be ameliorated.

Impact of the Covid-19 pandemic on unemployment in selected countries and country groups

The economic crisis caused by Covid-19 differs from previous economic crises in several ways. It is a global event that developed unexpectedly and hit the world unprepared, primarily attacking human resources, requiring strong governmental measures. The involvement of the human sphere directly affected people's income and lives through labour market effects. Based on literature and statistical data, this study analyses the evolution of the unemployment data of 11 countries (Australia, Chile, the UK, Israel, Japan, China, Hungary, Germany, Italy, Turkey, and the US) and two country groups (EU-27 and the Organisation for Economic Co-operation and Development - OECD) during the economic crisis. Based on the results, the authors identified three distinct groups of countries with 1. moderate growth, slow consolidation;2. robustious upturn, fast then slow correction, and 3. individual patterns. The study demonstrated how government measures took effect differently from the unemployment perspective. The authors referred to the influence of the inhabitants' collective way of thinking and considered it essential to emphasise the positive impact of vaccines.

Financial Crisis and its Effect on Psychological Well-Being, Health, Satisfaction, and Financial Incapability, A Systematic Review

Background and Objectives: The decline in GDP caused by the global economic recession of 2008 and that caused by the COVID-19 pandemic has resulted in the poor economy of countries around the globe with increased rates of unemployment and adverse job conditions. This systematic review aims to identify the impact of a Financial crisis on Psychological well-being, Life satisfaction, Health Satisfaction, and Financial Incapability. Methodology: The literature included in the review was searched from Feb 1, 2023, to March 26, 2023, by using the PUBMED database as the search engine. Studies discussing the impact of the financial or economic crisis on psychological well-being, Health, Life satisfaction, and Financial Incapabilities published in the English Language were included in this review whereas systematic reviews and metanalysis, case reports, articles published in languages other than English and articles with limited access were excluded. Result(s): Of the 26 articles found eligible for the study, there were 22 Quantitative studies, 2 qualitative studies, and 2 Mixed Method Studies. Most of the articles included in this study discussed the Global Economic crisis caused by COVID-19 and the Global Financial Crisis of 2008. Almost 80% of the studies included in this review discussed psychological well-being and the prevalence of psychological disorders including Depression, Anxiety, Stress, Fear, Loneliness, Burnout, and Suicide whereas the rest of the articles discussed mortality regarding mental disorders. Conclusion(s): Financial crisis or economic recession results in an increased prevalence of common mental disorders affecting psychological well-being by increasing rates of unemployment and adverse job conditions. Policymakers with competitive financial behavior and knowledge are essential elements for psychological well-being and life satisfaction.Copyright © 2023 Lahore Medical And Dental College. All rights reserved.

Impact of free insulin scheme to patients with type 1 diabetes during Covid-19 pandemic

Aim: Our institute provided the required monthly insulin free to patients with type 1 diabetes, where either patients or parents became unemployed and/or economically weaker during the pandemic. Method(s): All 296 patients with type 1 diabetes were given questionnaires to assess their or their family's economic status during Covid-19. 33 patients fell below poverty line and had a Priority Household Card (with 35kgs of free rice every month) and ration cards enrolled for monthly free insulin scheme. The patients were given monthly requirements of insulin based on existing regimens. Their weight, HbA1c and episodes of ketoacidosis were measured at 3-and 6-months following initiation of the scheme. Additional financial and material support were organized from NGO's and philanthropic individuals. Measurable impact of this project was ascertained through glycaemic control through HbA1C levels prior and after, overall wellbeing and prevention of acute complications like ketoacidosis. Result(s): 33 patients enrolled for the study, 9 were less than 15 years of age, 19 between 15 and 30 years and 5 above 30 years of age. HbA1c levels fell cumulative by 0.8% by 3 months and 1.2% by six months. Weight increased by 1 kg by 3 months and 1.5 kg by six months. Few episodes of ketoacidosis were reported during six months primarily due to engagement issues issue rather than availability of insulin. Conclusion(s): There was a dramatic impact on overall wellbeing of these patients with type 1 diabetes with significant improvement on glycaemic control and on emotional by reducing the financial burden of procuring monthly doses of insulin.

"Secure the bag": Young women's agencies toward better versus bare realities during COVID

Young women in township spaces aspire towards lifestyles that demonstrate affluence, a different socio-economic reality than the scarcity characterising their socio-economic space. The better lifestyles these young women aspire to, contrary to their current realities, are challenging to attain due to the unemployment underlying the livelihoods of many young women. For some young women, the experiences of unemployment intersect with other socio-economic factors such as early sexual exposure, teenage pregnancies, school dropout and experience of motherhood escalating their financial difficulties. The discussion here is drawn from a study through Ethnographic observations of young women in two South African townships. The discussion elicits a comprehensive account of young women's economic hardships in which they navigate their socio-economic realities. The discussion demonstrates that young women are active agents whose inspirations and instrumentalities struggle against the dire socio-economic conditions that characterise their township space. The awareness of their immediate conditions serves to fuel their dreams towards better realities, making them resourceful in their financial approaches: which are sometimes vulnerable. The young women's resourcefulness is however impacted by the Corona virus outbreak and the resultant lockdown regulations in a way that affects how they draw from their agencies. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

The Beveridge Curve and the "she-cession"

The Beveridge Curve has been dissected in many ways over the years - by industry, by region, and by state. However, despite the availability of a proxy for a curve for each sex, there have been no estimates of the Beveridge Curve for males and females separately. This paper explains how the Beveridge Curve can be calculated in this way and provides a brief analysis of labor market conditions. Women enjoyed a more efficient labor market than men from 20032014 and in 2018-2019, but the Coronavirus-induced "she-cession" is flashing warning signs of a trend reversal. Policymakers and hiring firms alike should ensure that conditions are conducive to a return to work for women - especially mothers.

Working through the Unknowns: Canadian Youth's Experience of Employment during the COVID-19 Pandemic

The changes to our daily lives brought about by the COVID-19 pandemic were significant, and by now, well established. Suddenly we were having to deal with lockdowns, stay-at-home orders and social distancing, the closure of schools and daycares for in-person learning, and carrying out our paid work, if possible, at home. Those who couldn't work at home, in the medical profession, emergency services and essential retail like grocery stores and pharmacies, dealt with unprecedented occupational health and safety unknowns, particularly during the early phases of the pandemic, information about which was slowly revealed in unfolding scientific developments. Youth were among those particularly affected. This study conducts a media analysis of the trends and experiences of young workers during this time. Its aim is to explore early assessments of the effect the pandemic will have on their career trajectories over the longer term. This helps to develop needed information on this demographic, whose plight in the face of the pandemic's other social, health, and economic repercussions, has not had the attention it deserves. The article concludes with recommendations for the empirical research needed to support young workers' transition to adulthood in the coming years.

An understanding of how immigration offers a solution against the implications of the Covid-19 pandemic on youth entrepreneurship in South Africa

With the entire globe still amid a global pandemic, youth entrepreneurs endure the same impact as any regular business. These implications are either negative or positive or a combination of both. This paper aimed to educate South African youth and governments on the importance of ensuring that youth unemployment is kept low by engaging in entrepreneurship. Therefore, youth entrepreneurship is a solution to South Africa's youth unemployment issue. In addition, immigration was highlighted as a solution for those youth impacted tremendously by the pandemic. The pandemic brought many lockdowns and restrictions in South Africa, forcing existing and budding youth entrepreneurs to find alternatives or shut down completely. After using a qualitative approach in this paper, many recommendations are made in light of improving the state of youth entrepreneurship in South Africa. The most critical recommendation requires that South Africa, from the top-down, adopt a mindset that youth are South Africa's future. This will ensure that everything done to engage in the mentoring, uplifting and shaping of youth will reap the benefits of a better South Africa in years to come.

Youth challenges in Namibia during COVID-19: Engaging joblessness, violence, and e-learning

The coronavirus disease (COVID-19) and harsh lockdown regulations have impacted the wellbeing of the youth globally. The pandemic has also caused significant mortality and morbidity, creating daunting health and socio-economic challenges. The restrictive measures that have been put in place by many countries to contain the spread of the virus negatively affected the livelihood of youth. Namibia was equally impacted by the pandemic. The country introduced preventative measures to contain the spread of COVID-19, ranging from closure of social spaces, schools, recreational facilities, businesses, among others. These had unintended consequences on the livelihood of youth and their families. The main objective of the chapter is to better understand the impact of young people's chronic exposure to joblessness, violence, education disruptions on their wellbeing. Specifically, the chapter examines the extent to which protective measures influenced changes in violence, access to sexual and reproductive health as well as land and housing. The study utilized a desk review, relying on secondary data and policy documents. The findings indicated that retaining contact with friends and pursuing leisure activities are key to the wellbeing of young people. In addition, financial worries emanating from job losses and low economic acitivities also exacerbated young people's livelihood. Furthermore, having the youth and adults at home all day long, resulting from closing of schools and workplaces, increased family conflicts and violence. Consequently, victims of domestic violence were unable to access places of safety and other psychosocial support services. The study further indicated that the implementation of e-learning was threatened by the lack of ICT infrastructure and the capacity of teachers and learners to access and use e-learning platforms. Moreover, the youth indicated that they felt isolated and lacked motivation which is usually derived from interaction with their peers. The chapter therefore, recommends the creation of targeted youth interventions including employment opportunities, entrepreneurship, poverty reduction programs, as well as investment in ICT infrastructure and training. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

Yükseköğretimden Ístihdama Geçişte Covid-19 Etkisi

Bu çalışmanın amacı, Covid-19 salgının Türkiye'de yükseköğretimden istihdama geçiş sürecinde yol açtığı sonuçları tespit edip, değerlendirmektir. Bu kapsamda Türkiye'deki yükseköğretim kurumlarının lisans programlarından Covid-19 öncesi (2019 Aralık) ve bir yıl sonrası (2020 Aralık) tarihleri itibarıyla, son üç yılda mezun olan yaklaşık bir milyon lisans öğrencisinin, eğitim ve istihdam verileri eşleştirilerek analiz edilmiştir. Lisans mezunlarının eğitim aldıkları alanlara göre kayıtlı istihdam oranları, ilk işe girme süreleri ve kazanç durumlarının yanı sıra eğitim alanı ve meslek eşleşme oranları da Covid-19 öncesi ve bir yıl sonrası olmak üzere mukayese edilmiştir. Yükseköğretim bölümlerinin sınıflandırılması Uluslararası Standart Eğitim Sınıflandırması (ISCED-F) ikinci seviyede yapılırken, meslek sınıflamaları Uluslararası Standart Meslek Kodu (ISCO-08) üçlü seviyede yapılmıştır. Araştırma bulgularına göre Covid-19 sürecinde kayıtlı istihdamın en çok azaldığı alan %11.8 ile Hukuk olurken, artışın en yüksek olduğu alan ise %7.3‘lük artışla Ormancılık olmuştur. Diğer yandan ortalama reel kazancın en çok azaldığı iki alan Hukuk (369 TL) ve Güvenlik hizmetleri (140 TL) olurken, reel kazancın en çok artış gösterdiği iki alan Veterinerlik (429 TL), Matematik ve Ístatistik (401 TL) olmuştur. Bunların yanı sıra, Covid-19 öncesi lisans mezunlarının ilk işe giriş ortalaması 9,0 ay iken, salgın sonrası bu ortalama 7,6 aya kadar düşmüştür. Son olarak, 2019 yılı sonunda eğitim aldığı alanda çalışanların oranı %67,5 iken, bu oran Covid-19 döneminde % 1,6 azalarak %65,9'e gerilemiştir.Alternate :The purpose of this study is to determine and evaluate the consequences of the Covid-19 epidemic in the transition from higher education to employment in Türkiye. In this regard, the education and employment data of approximately one million undergraduate students who graduated in the last three years from the undergraduate programs of higher education institutions in Türkiye, were matched and compared with pre-Covid-19 (December 2019) and one year later (December 2020). The registered employment rates, the search time for a first job, incomes of undergraduate graduates according to their fields of education were compared before Covid-19 and after one year. While the classifications of higher education departments were made at the second level of the International Standard Classification of Education (ISCED-F), the occupational classifications were made at the triple level of the International Standard Occupational Code (ISCO-08). According to the research findings, the area where registered employment decreased the most during the Covid-19 period was Law with 11.8%, while the area with the highest increase was Forestry with an increase of 7.3%. On the other hand, the two fields in which the average real income decreased the most were Law (369 TL) and Security services (140 TL), while the two fields in which the real income increased the most were Veterinary (429 TL), Mathematics and Statistics (401 TL). In addition, while the average months of first job entry for undergraduate graduates before Covid-19 was 9.0 months, this average decreased to 7.6 months after the pandemic. Finally, while the rate of skills match was 67.5% at the end of 2019, this rate decreased by 1.6% and became 65.9% during the Covid-19 period.

Balanço dos impactos da crise da COVID-19 sobre o mercado de trabalho brasileiro em 2020

O objetivo deste estudo é analisar os impactos da crise associada à pandemia da Covid-19 sobre o mercado de trabalho brasileiro até o final de 2020. Para tanto, são utilizados principalmente os dados da PNAD Contínua, visando identificar o comportamento da força de trabalho, a dimensão do desemprego gerado, as principais características dos postos de trabalho perdidos e os efeitos sobre a renda do trabalho no período. O mercado de trabalho nacional foi fortemente atingido a partir de março de 2020, registrando quedas inéditas no nível de ocupação. Os trabalhadores mais prejudicados foram aqueles que se encontravam em ocupações informais e mais flexíveis, com menor grau de proteção social. Com a contração da população ocupada e do número de horas trabalhadas, houve uma intensa queda nos rendimentos do trabalho, destacadamente nas menores faixas salariais. Com isso, a pandemia pode ter deflagrado a pior crise da história do mercado de trabalho brasileiro, com impactos duradouros sobre os níveis de emprego e de renda.Alternate :This study aims to analyze the impacts of the crisis associated with the Covid-19 pandemic on the Brazilian labor market until the end of 2020. Therefore, data from PNAD Contínua are analyzed in order to identify the behavior of the labor force, the main characteristics of the jobs lost and the impacts on labor income in that period. The national labor market was strongly hit from March 2020, with a historical slump in the level of occupation. The most affected workers were those who were in informal and more flexible occupations, with a lower degree of social protection. With the contraction of the employed population and the number of hours worked, there was an intense fall in labor income, especially in the lowest salary ranges. As a result, the pandemic may have triggered the worst crisis in the history of the Brazilian labor market, with lasting impacts on employment and income levels.

Cash transfer in the Covid-19 pandemic in Latin America and the Caribbean

Este artigo apresenta resultados parciais de uma investigação em desenvolvimento por pesquisadores de universidades brasileiras, argentinas e uruguaias. Os programas de transferência de renda são vistos como medidas sociais para mitigar a pobreza, bem como para diminuir o aumento do desemprego, do trabalho informal e do desperdício de renda. A metodologia de pesquisa foram estudos bibliográficos e documentais;dados secundários;acesso a sites e dados da Comissão Econômica para a América Latina e o Caribe. A discussão enfoca concepções, modalidades e o debate sobre Programas Focalizados de Transferência de Renda e Renda Básica Universal como referência para discutir a realidade dos programas de transferência de renda na América Latina e Caribe. Os resultados apontaram para a ampliação dos programas focalizados de transferência de renda;criação de programas emergenciais para atender as consequências econômicas e sociais geradas pela pandemia de Covid-19, mas não foi identificada a implementação da Renda Básica Universal e Incondicional.Alternate :Este artículo presenta resultados parciales de una investigación en desarrollo por investigadores de universidades brasileñas, argentinas y uruguayas. Los programas de transferencias monetarias son vistos como medidas sociales para mitigar la pobreza, así como para disminuir el aumento del desempleo, el trabajo informal y el desperdicio de ingresos. La metodología de investigación fueron estudios bibliográficos y documentales;Datos secundarios;acceso a sitios web y datos de la Comisión Económica para América Latina y el Caribe. La discusión se centra en las concepciones, modalidades y el debate sobre los Programas de Transferencias Monetarias Focalizadas y la Renta Básica Universal como referencia para discutir la realidad de los programas de transferencias monetarias en América Latina y el Caribe. Los resultados señalaron la ampliación de los programas de transferencias monetarias focalizadas;creación de programas de emergencia para atender las consecuencias económicas y sociales generadas por la pandemia del Covid-19, pero no se identificó la implementación de la Renta Básica Universal e Incondicional.Alternate :This article presents partial results of an investigation under development by researchers at Brazilian, Argentine and Uruguayan Universities. The cash transfer programs are seen as social measures to mitigate poverty, as well as to decrease the rise of unemployment, informal work and waste of income. The research methodology were bibliographic and documental studies;secondary data;access to websites and data from the Economic Commission for Latin America and the Caribbean. The discuss focus on conceptions, modalities and the debate on Focalized Cash Transfer Programs and Universal Basic Income as reference to discuss the reality of cash transfer programs in Latin America and the Caribbean. The outcomes pointed out the enlargement of the focalized cash transfer programs;creation of emergence programs to meet the economic and social consequences generated by the Covid-19 pandemic, but it was not identified the implementation of the Universal and Unconditional Basic Income.

Social Determinants of Health and Their Impact on Families of Children with Sickle Cell Disease during Covid-19 Pandemic

Background: According to national prevalence data, SCD has an estimated economic burden of $2.98 billion per year in the United States and caring for a child with sickle cell disease (SCD) carries its own financial burden, resulting in higher healthcare costs and unintended days lost from employment. Social experiences are known to impact health outcomes in the general pediatric population. These experiences can be examined through the construct of social determinants of health (SDOH), the "condition in which people are born, grow, work, live and age" that impact their health. Since the WHO has designated COVID-19 a pandemic in January 2020, many families in the US have suffered financially, and during the shutdowns, there was a record number of jobs lost. The objective of this study was to determine the impact of the COVID-19 pandemic on financial and employment status of SCD Families Methods: This study was part of the larger CNH Sickle Cell Disease Social Determinants of Health study that was IRB approved. Caregivers of children with SCD completed a 30-question survey reporting their experiences with SDOH that included Demographics, USDA Food Security Scale, the We Care housing screening tool, and the validated COVID-19 Employment Status/COVID-19 related household finances survey in RedCap during clinic visits and hospitalizations Results: 99 caregivers of SCD patients responded to our survey (82.5% Female, 17.5% Male) (N=97). 93.9% identified as African-American, 3% identified as Hispanic or Latinx, 1% identified as "other". Of respondents, 66% were insured through on Medicaid and 33% had private insurance. Twenty-six percent endorsed food insecurity and 2724% relied on low-cost food. Thirty-one percent lived in an apartment, 67.768% lived in a home, 1% lived in shelter or transitional housing. Sixteen percent lived in subsidized or public housing. Thirty-seven (36.8%) percent reported at least once they were being unable to pay the mortgage or rent on time at least once, 9% (8.5%) reported living with other people because of financial difficulties, 55.2% reported their home not being heated, 7.2% reported being evicted from their home and 3.1% lived in an emergency shelter or transitional housing. 6.1% had an educational level of high school graduation or less, 42.2% were college graduates or completed additional post-graduate education (N=98). Two weeks prior to the pandemic, 61.5% worked full time, 13.5% worked part time, 6.3% were unemployed with only 2.1% working from home of the 96 caregivers who responded to this question. 15.5% (N=12 of 77) reported losing their job or were furloughed during the pandemic;34.4% (N=33 of 96) reporting at least one household member losing a job or a significant amount of income. Twenty-five percent (N=21 of 83) reported it was difficult to get work/school done because of the home environment. 36.4 % (N=35 of 96) reported household income was significantly less since February 2020. 53% (N=52 of 97) worried their household income has been or will be negatively impacted by the COVID-19 pandemic. Additionally, 48.9% (N=47 of 96) worried the value of their assets (housing, savings, other financial assets) has been or will be negatively impacted by COVID-19 and its effects. Since February 2020, 9.8% (N= 9 of 97) received unemployment insurance, 30.9% (N=29 of 94) received SNAP or food stamps, 16.5% (N= 15 of 91) received from the food pantry, 6.6% (N=6 of 90) applied for temp ass.

Impact of Renewable Energy on the Economy of Saudi Arabia

The objective of the study was to identify the impact of renewable energy on Saudi economy during 2000-2021. Analytical techniques were used to conduct this study. An analysis of the study used a set of variables, in which Renewable energy perceives as independent variable and the dependent variables are GDP per capita, net foreign direct investment, unemployment, fixed capital formation, and net foreign trade. The data of the study were analyzed using the E-views program. According to the study, renewable energy has an impact on certain economic variables and does not have an impact on others. A partial validity is found for the study's central hypothesis. According to our findings, renewable energy contributes significantly to net foreign direct investment, unemployment, and fixed capital formation, but not to GDP per capita, net foreign trade, or fixed capital formation.

Spatial Autocorrelation Test on the Average Unemployment in Indonesia

According to World Bank statistics in 2019, Indonesia ranked two in the average unemployment rate with 5.28% in South East Asia. Although the unemployment rate can be reduced by an equitable distribution of human resource empowerment and national development, the global pandemic COVID-19 made a major impact on increasing the rate of unemployment. This paper tests the spatial autocorrelation on the average unemployment in Indonesia using Ordinary Least Squares (OLS) and Moran's I. The OLS method was used to examine the effects that affect the unemployment rate using an independent variable. In contrast, the Moran's I used to prove the existence of spatial effect on the level of movement in Indonesia. From the experiment, there are four variables that influence the unemployment rate by using the OLS modeling method. The Moran's I test showed a p-value = 0.006 with α = 0.05. Therefore, there is a spatial autocorrelation between provinces in Indonesia. In addition, the model is tested using the Variance Inflation Factor. The model showed a VIF score ¡10, therefore there is no collinearity and the assumption is fulfilled. The model is also being tested using dwtest, bptest, and Lilliefors test. The result showed p-value = 0.6231 for dwtest, p-value = 0.932 for bptest, and p-value = 0.08438 for Lilliefors test.. © 2022 IEEE.

Unemployment Insurance Recipiency During the Covid-19 Pandemic

I estimate the share of eligible individuals who received unemployment insurance (UI) benefits during the first year of the COVID-19 pandemic. I use individual data on reported recipiency from the Current Population Survey Annual Social and Economic Supplement (CPS-ASEC) survey to validate a UI eligibility algorithm that I then apply to the monthly CPS data. Combined with administrative data on actual payments and adjustments for fraud, I estimate that 88 percent of eligible individuals received UI benefits. When I calculate recipiency by program, I find 98 percent of individuals who were eligible for standard UI received benefits, whereas only 76 percent of individuals who were eligible for Pandemic Unemployment Assistance received benefits.

Reimagining Prosperity: Social and Economic Development in Post-COVID India

This book explores the second-order effects of the COVID-19 pandemic on social and economic development in India. The chapters in this volume provide theoretical perspectives and empirical insights from a range of disciplines including history, economics, water management, food and nutrition security, agriculture, rural management, public health, urbanization, gender studies and development of the marginalized. It discusses the pressing questions that have been raised by the disruption caused by the pandemic and proposes insights and interventions to build a more just, sustainable and united post-COVID India. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023.