Work-limiting health,earnings, and employment: an analysis with SIPP data

ABSTRACT

This study examines the role of work-limiting health conditions on employed people’s earnings, employment status, and working hours, and distinguishes between the different degree and severity of predictable shocks. Using data from the 2004 Survey of Income and Program Participation (SIPP), we evaluate the impact of any work-limiting health condition as well as a subset of health conditions that appear to arrive largely exogenously on post-onset earnings, employment, and working hours. We find that people who report being employed and later experience the onset of any work-limiting health condition tend to have lower subsequent earnings, a reduced probability of being employed, and fewer working hours per month compared to those who remain healthy. The adverse impact is even greater for people with health conditions that arrive less predictably. We use a difference-in-differences regression model with person and year fixed effects as the primary estimation method.     

Student demographics,school working conditions,and teacher mobility

I analyse how the inclusion of working condition data influences the estimated marginal effects of student demographics on teacher mobility. Using detailed administrative data on public schools, combined with unique data describing teachers’ perceptions of working conditions, I estimate a model characterizing the multinomial outcomes of teachers choosing to work at different schools. By comparing the estimated marginal effects of student characteristics with and without incorporating detailed working conditions, I find that excluding these additional data results in overestimating the effect of student characteristics on the probability a teacher moves to a different school, but has no influence on estimated effects for the probability of leaving teaching altogether.     

中国的永久移民

中国的户口制度阻碍了农村居民向城市的迁移。然而,农村居民仍能通过接受较好的教育、提干或参军等方式获得城市户口。利用2002年的大样本调查,我们发现永久移民的数量大约为1亿,约占现今城市居民的20%。与留在农村的农民相比,永久移民的经济状况得到了很大的改善。成为永久移民的概率与父母教育水平、汉族身份、父母党员身份等正相关。永久移民的经济状况与获得户口时的年龄有关。较年轻时就获得户口的永久移民的收入要高于城市原住民,较晚获得户口的永久移民的收入则要低于城市原住民。尽管大部分永久移民成功地融入了城市生活,但那些通过非职业途径获得户口的永久移民,却远非如此。     

The effect of self-employed health insurance subsidies on self-employment

This paper estimates the effect of an increase in the deductibility of health insurance premiums for self-employed individuals on the probability of being self-employed. Using a panel of tax returns from 1999 to 2004, we estimate fixed effects instrumental variable regressions for the probability of being self-employed, entering into self-employment, and exiting from self-employment. Our results suggest that this policy increased the probability of being self-employed by 1.5 percentage points, and increased the probability that a taxpayer would be primarily or exclusively self-employed by 1.1 and 0.35 percentage points respectively. These effects explain about a third to a half of the total increase in self-employment by these definitions over the sample period. We also find that the probability of entering self-employment increased by 0.8 percentage points and find suggestive evidence that the probability of exit decreased by 2.8 percentage points.     

IPOs’ signalling effects for speculative stock detection: evidence from the Stock Exchange of Thailand

Using a unique data set from the Thai stock market about the so-called, ‘Turnover List (TOL)’ of speculative stocks spanning the period 2004–2012, we investigate and provide new evidence on the relationship between IPOs’ pricing effects and subsequent classification as speculative investments. To be more specific, we examine the signalling effects for the detection of speculative stocks in relation to the degree of their prior IPOs underpricing. We also employ the market-feedback hypothesis to investigate this signalling process. Our results reveal a significant positive relationship between the magnitudes of the IPO underpricing and the probability of an IPO firm being classified officially as speculative on the TOL. Furthermore, we find that a 6-month abnormal return after going public increases the probability of speculative dealing in the IPOs. Next, we consider all listed firms in the Thai stock market and highlight the role of both abnormal return and trading volume in the transmission of probability for appearing on the TOL. In addition, we find that IPOs and non-dividend paying companies further increase the risk of being on the TOL.     

Linkages among welfare,food assistance programmes and labour supply: evidence from the survey of programme dynamics

At the centre of the debate on welfare reform is whether incentives-based systems help poor families move out of poverty into jobs. Recent data from the first Survey of Programme Dynamics longitudinal and the 1998 experimental data files allow evaluation of the interaction among the Food Stamp Programme (FSP), Temporary Assistance for Needy Families (TANF) programme and labour force participation under different programme design and economic conditions. A model that incorporates jointly determined programmes participation and work decisions is applied to a sample of working age, lower income and asset households. Participation in TANF increases the probability of FSP participation and decreases the probability of being in the work force; working decreases the probability of receiving food stamps. Work, TANF, and FSP participation are related, and TANF and FSP participation rates among poor households who are potentially eligible for TANF are sensitive to changes in programme parameters; as expected, labour force participation is affected by the general economic conditions.     

The educational and labor market returns to preschool attendance in Austria

Preschool attendance is widely recognized as a key ingredient for later socioeconomic success, mothers’ labor market participation, and leveling the playing field for children from disadvantaged backgrounds. However, the empirical evidence for these claims is still relatively scarce, particularly in Europe. Using data from the 2011 Austrian European Union Statistics of Income and Living Conditions (EU-SILC), we contribute to this literature by studying the effects of having attended preschool for the adult Austrian population. We find strong and positive effects of preschool attendance on later educational attainment, the probability of working full time, hourly wages, and the probability that the mother is in the labor market. Full time workers at the bottom and the top of the distribution benefit less than those in the middle. Women in particular benefit more in terms of years of schooling and the probability of working full time. Other disadvantaged groups (second generation migrants; people with less educated parents) also often benefit more in terms of education and work.     

Working conditions and factory survival: Evidence from better factories Cambodia

A large and growing literature has identified several conditions, including exporting, that contribute to plant survival. A prevailing sentiment suggests that anti‐sweatshop activity against plants in developing countries adds to the risk of closure, making survival more difficult by imposing external constraints that may interfere with optimizing behavior. Using a relatively new plant‐level panel data set from Cambodia, this paper applies survival analysis to estimate the relationship between changes in working conditions and plant closure. The results find little, if any, evidence that improving working conditions increases the probability of closure. In fact, some evidence suggests that improvements in standards relating to compensation are positively correlated with the probability of plant survival.     

Time- or state-dependent price setting rules? Evidence from micro data

We use two rich micro-datasets on Portuguese firms to analyse the ability of time- and state-dependent price setting rules to explain durations of price spells, or the probability of price changes. Using a duration model with time-varying regressors, we find some evidence of state-dependent price setting behaviour, which suggests that time-dependent models are unable to fully describe the features of the data. Specifically, we find statistically significant impacts on the probability of a price change of inflation, the level of economic activity and the magnitude of the last price change. Besides being statistically significant, in some cases these effects are also economically important. Finally, it is found that negative and positive values of the covariates have different impacts on the expected duration of prices.     

The Value of Pole Position in Formula 1 History

In this article, we study the effect of the Pole Position in Formula 1 history on the outcome of the race. Using data for every race between 1950 and 2013, we use two approaches to quantify the effect of being on Pole. First, we estimate the effect on the probability of winning the race using a logit model. Second, we estimate a Poisson model to express the effect in terms of finishing positions. We find that the Pole sitter does have a significant advantage over the other drivers on the grid: two positions at the finish line or about a 10 percentage point higher probability of winning the race. These estimates capture the effect controlling for various confounding factors and a rich set of fixed effects, including driver ability, track characteristics and constructor performance. We also document that the effect varies over seasons.     

Entrepreneurial exit and entrepreneurial engagement

This paper investigates whether and how a recent entrepreneurial exit relates to subsequent engagement. We discriminate between six levels of engagement including none, potential, intentional, nascent, young and established entrepreneurship. We use individual-level data for 24 countries that participated in the Global Entrepreneurship Monitor during 2004, 2005 and 2006 (some 350,000 observations). Our findings indeed show that a recent exit decreases the probability of undertaking no entrepreneurial activity, whereas it substantially increases the probabilities of being involved in all other engagement levels. Investigating the conditions under which an exit increases engagement in entrepreneurial activities, we find that the probability of entrepreneurial engagement after exit is higher for males, for persons who know an entrepreneur and for persons with a low fear of failure. Educational attainment does not seem to be relevant. Moreover, there exists large cross-country variation in the probability of entrepreneurial engagement after exit.     

For better or for worse: the long-term effects of postwar mobilization on family formation

This article estimates the long-term legacies of female labour force mobilization on women’s family formation outcomes such as marriage, age at first marriage and divorce. We identify the long-term marriage effects of female labour force mobilization by exploring postwar mandatory employment in Germany. Using difference-in-differences analysis, we find that participation in postwar reconstruction efforts increased women’s probability of being currently married, ever married and marrying at younger ages. We also find that postwar employment had no differential effect on divorce rates of the affected cohorts of women. These results persist after accounting for the potential changes in the composition of the population, demand for female labour, war relief payments and postwar state-specific policies.     

The effects of remittances on support for democracy in Africa: Are remittances a curse or a blessing?

We examine the effect of remittances on the legitimacy of democracy in Africa, testing whether remittance recipients are less likely to support democracy than non-recipients. We hypothesize that the effect of remittances on support for democracy varies across classes (i.e., groups or subtypes) of individuals sharing similar but unobserved background characteristics. Using the Afrobarometer surveys, we try to find out whether the respondents fall into different hidden classes in such a way that the effect of remittances on the degree of support for democracy depends on the class. Our results support that remittances may be a curse for the degree of endorsement and support for democracy, depending on the class of individuals that we consider. The analysis of the probability of being in the remittance curse class indicates that the perception of national priorities plays an important role. People who attest that freedom and rights are the main national priorities have a lower probability of belonging to the remittances curse class than individuals who choose national priorities that are oriented towards the economic conditions of their country.     

The impact of health insurance on job location choice: Evidence from rural China

Many health insurance programs contain certain portability constraints. It is common that enrollees are eligible for greater reimbursement when they received services at selected local facilities. We investigate the impact of this portability constraint on residents' choice of job location. Using a unique, nationwide survey data set in China, we find that provision of health insurance decreases the probability of working in non-local regions for the rural residents by 2.4%. The results are mainly driven by the residence lock-in effect. That is, the insurance program discourages rural residents from working outside their registered areas of residence and, especially, in other provinces. The pullback effect, that is, the effect of the health insurance program attracting migrant workers who had worked outside back to regions close to their hometowns, is not found to be significant.     

Non-parametric analysis of poverty duration using repeated cross section: an application for Peru

Using repeated cross-section annual data for Peru spanning 2002–2011 and non-parametric duration analysis, our estimates support the hypothesis that both stay in and exit from poverty (non-poverty) depends on the duration and sequence of poverty (non-poverty) spells. We find that longer periods in poverty reduce the probability of leaving poverty and, conversely, longer periods spent out of poverty reduce the chance of falling back into poverty. Also, we show that, at least in the last decade (of high economic growth), the probability of staying in poverty was lower than staying in non-poverty and the probability of re-entering in poverty was higher than re-entering in non-poverty, being both differences growing with the number of accumulated spells. Past experiences of poverty and non-poverty seem to be essential to predict the future status of poverty.     

搜寻理论、失业救济金与中国城镇人口失业持续时间

通过对享受失业救济金者和不享受者失业救济金者的再就业概率的分析,我们可以发现,与享受失业救济金者相比,人力资本特征、家庭特征和宏观经济环境对不享受失业救济金者的再就业概率有显著正向影响,转换模型也得出了失业救济金会降低再就业概率、延长失业持续时间的结论。     

Health insurance and labor market outcomes: Joint decision-making within households

Most Americans obtain access to health insurance through an employer. In this paper, we ask how the link between health insurance and employment affects labor market choices such as whether to work full-time. To understand the effect of the incentives embedded in the employer-based insurance system, we study the joint decision-making of husbands and wives that determines the household's access to health insurance. We estimate the effect on a wife's (husband's) labor market outcomes of husband's (wife's) health insurance, allowing the health insurance of both spouses to be endogenous. Obtaining unbiased estimates of such effects is complicated by the likelihood that positive assortative mating creates correlations between a couple's characteristics and the possibility that there are important unobservable household income effects. Our innovation is to measure these biases by examining a second fringe benefit, paid sick leave, in addition to health insurance. We find that, as predicted, spouse's insurance has statistically significant negative effects on being offered own employer insurance as well as on the probability of working full-time with health insurance.     

Does It Matter if You Are Observed by Others? Evidence from Donations in the Field*

We investigate whether people's donations in the field are affected by the presence of others. In the analysis, we distinguish between individuals who arrived at a national park alone and those who arrived as members of a group. We also investigated the effect of donations being made in the presence of a third party made in the presence of a third party. We find that donations are significantly more frequent for individuals who are members of a group. When a third party is present, we find that the total donations by individuals who are a part of a group are significantly higher than those of lone travelers, mainly because of the increased probability of donating.     

Non-consequentialist voting

Standard theory assumes that voters’ preferences over actions (voting) are induced by their preferences over electoral outcomes (policies, candidates). But voters may also have non-consequentialist (NC) motivations: they may care about how they vote even if it does not affect the outcome. When the likelihood of being pivotal is small, NC motivations can dominate voting behavior. To examine the prevalence of NC motivations, we design an experiment that exogenously varies the probability of being pivotal yet holds constant other features of the decision environment. We find a significant effect, consistent with at least 12.5 percent of subjects being motivated by NC concerns.     

Healthier when retiring earlier? Evidence from France

This paper contributes to the literature on the health-retirement relationship by looking at the effect of retiring before legal age on health in later life in France. To account for the endogeneity of the early retirement decision, our identification strategy relies on eligibility rules to a long-career early retirement scheme introduced in France in 2004 that substantially increased the proportion of older workers leaving their last job before the legal age of 60 years. We find a positive correlation between early retirement and health problems among male retirees. However, we fail to find any significant causal effect of early retirement on poor health once we account for the endogeneity of the decision to retire before the legal age. Controlling for working conditions does not influence the effect of retirement and occupying a demanding job is harmful to health after retirement regardless of the retirement date. Similar results are found for female retirees.