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We examine the sample self-selection and the use of LIFO or FIFO inventory method. For this purpose, we apply the Heckman-Lee’s two-stage regression to the 1973–1981 data, a period of relatively high inflation, during which the incentive to adopt the LIFO inventory valuation method was most pronounced. The predicted coefficients based on the reduced-form probit (inventory choice model) and the tax functions are used to derive predicted tax savings in the structured probit. Specifically, the predicted tax savings are computed by comparing the actual LIFO (FIFO) taxes vs. predicted FIFO (LIFO) taxes. Thereafter, we estimate the dollar amount of tax savings under different regimes. The two-stage approach enables us to address not only the managerial choice of the inventory method but also the tax effect of this decision. Previous studies do not jointly consider the inventory choice decision and the tax effect of that decision. Hence, the approach we use is a contribution to the literature. Our results show that self-selection bias is present in our sample of LIFO and FIFO firms and correcting for the self-selection bias shows that the LIFO firms, on average, had $282 million of tax savings, which explains why a large number of firms adopted the LIFO inventory method during the seventies.

Measurement of returns to vocational education has always remained a matter of controversy (Psacharopoulos, 1994; Bennell and Segerstrom, 1998; Ziderman, 1997). Based upon the return evidence many World Bank projects were scrapped (Middleton and Ziderman, 1997, Bennell and Segerstrom, 1998). However, there is again a growing interest for Vocational Education in different countries as well as in international body like UNESCO (Debroy, 2009; King, 2009; McGrath, 2012). Unfortunately there is little justification for this growth from the returns to Vocational Education literature. India is one among the countries where fervent around vocational education and training (henceforth VET) is quite discernible at present. The paper aims to discuss these issues.

Standard Minerian, extended Mincerian and Heckman two-stage methods are used to measure returns to VET vis-à-vis returns to general education in Indian context while taking care of selection bias problem. It is measured at different levels of education since the characteristics of VET changes significantly at different levels of education. This work also considers different classifications of VET (Formal, Hereditary, On the Job). National Sample Survey (NSS) data which recently has included data on VET is used for this measurement.

It shows that the returns to formal VET and On the Job training (OJT) are quite high in the primary level. There is a gradual decline in these returns when compared with general education at higher levels, namely, secondary and tertiary level. At tertiary level effect of formal VET or OJT on income becomes almost insignificant. On the other hand, hereditary training and other category of VET have significantly negative impact and insignificant impact on income, respectively.

This work suggests that the investment in VET in present context is justified however there is a requirement to focus on specific area within the VET for this investment. Investment in higher level of formal VET as well as in the OJT set up can provide better return to the individuals. However, NSS data does not provide income data for the self-employed persons. Hence, self-employed category remains outside the purview of this study.

In general, formal VET and OJT are profitable for individual in wage employment. However, this profitability declines when the effect of the training is measured at a higher level of general education. Formal vocational training/OJT for the primary and secondary school dropouts are clearly profitable. However, OTJ seems to be providing a return similar to what is provided by formal training. A poor performance of formal VET indicates an institutional gap and reflects present cry from industry for “quality” manpower.

To author’s knowledge there is no study on return evidence from various types of VET in Indian context. This study is a deviance from the existing literature on VET in following ways. First, this study suggests that investment in VET can be profitable. Second, many earlier works missed out to consider different types of VET and compare them with general education at different levels. Putting all types of VET into one basket and then analyzing returns has the risk to misleading the policies. Different VETs have completely different dynamics and hence it is required to treat them separately.

Informality is a growing phenomenon in the developing and transition country labor market context. In particular, it is noticeable that working in an informal employment relationship is often not temporary. The degree of persistence of informality in the labor market might be due to different sources: structural state dependence due to past informality experiences and spurious state dependence due to time-invariant unobserved individual effects, which can alter the propensity of being in the informal sector independently from actual informality experiences. The purpose of our paper is to study the dynamics of informality using a genuine panel data set in the Ukrainian labor market. By estimating a dynamic panel data probit model with endogenous initial conditions, we find a highly significant degree of persistence due to previous informality experiences. This result implies that policies attempting to reduce current levels of informality may have a long-lasting effect on the labor market.

The purpose of this study was to examine whether the use of financial derivatives by business enterprises can avoid taxes and whether tax authorities can detect and effectively enforce measures regarding this emerging tax avoidance method.

Using panel data from the Shanghai and Shenzhen Stock Exchange listed companies from 2008 to 2019, this study used the Heckman self-selection two-stage model and a cross-sectional analysis to test a total of 22,578 samples. Moreover, propensity score matching (PSM), instrumental variable and Heckman MLE methods were conducted in the robustness test.

The results showed that enterprises could use financial derivatives to avoid taxation. The greater the tax effort is, the more obvious the effect of the company's use of financial derivatives for tax avoidance, which proves challenging for tax authorities to identify and manage.

This study expands on research on corporate tax avoidance and provides a new perspective for the study of financial derivatives. Moreover, it improves relevant research in the field of tax regulation, offering practical guidance for tax authorities to govern the use of financial instruments to prevent potential risks effectively.

This paper aims to provide new evidence that corporate site visits give institutional investors better opportunities to obtain information and exert monitoring powers, which reduce listed firms’ earnings management.

This paper explores how private communications affect firms’ earnings management by using a sample of institutional investors’ visits to the corporate sites of Chinese listed firms between 2010 and 2018. This study uses the performance-matched Jones model (Kothari et al., 2005) to measure accrual-based earnings management and Roychowdhury’s (2006) method to measure real earnings management. The authors also perform several robustness checks including an alternative measure of accounting accruals, a two-stage instrumental regression and the Heckman two-step approach.

Using a sample of institutional investors’ site visits to Chinese listed firms during the 2010–2018 period, this study finds that institutional investors’ site visits reduce listed firms’ earnings manipulation activities (both accrual-based and real). This association is robust to several checks, including an alternative measure of accounting accruals, a two-stage instrumental regression and the Heckman two-step approach. This study further documents that other private communication approaches such as private in-house meetings and conference calls moderate the effect of site visits.

As the Shenzhen Stock Exchange is one of the few stock markets to mandate that listed firms record and disclose their private communication information, this study also has implications for researchers and policymakers who work in other stock markets.

To the best of the authors’ knowledge, this study is the first comprehensive study of the impact of private communications on earnings management. This study extends the earnings management literature by examining institutional investors’ information acquisition process and revealing a negative association between their site visits and listed firms’ earnings management. Moreover, this study examines the effects not only on traditional accounting accruals but also on real earnings management. In addition to studies that emphasize the effect of corporate site visits on individuals and market reactions, this study examines the effect of site visits on firms’ financial misbehavior. This study shows that institutional investors’ corporate site visits provide external monitoring that mitigates listed firms’ earnings management behavior.

Education system stimulates the development of human capital and provides informative signaling allowing to differentiate productivity of individuals. If education system is efficient then higher levels of education usually associated with greater returns on labor market. To evaluate the efficiency of Russian education system we aim to estimate the effect of vocational education and different levels of higher education on wages.

We use data on 8,764 individuals in the years 2019–2021. Our statistical approach addresses two critical issues: nonrandom selection into employment and the endogeneity of education choice. To tackle these problems, we employed Heckman’s method and its extension that is a structural model which addresses the issue of self-selection into different levels of education.

The results of the analysis suggest that there is a significant heterogeneity in the returns to different levels of education. First, higher education, in general, offers substantial wage premiums when compared to vocational education. Specifically, individuals with specialist’s and bachelor’s degrees enjoy higher wage premiums of approximately 23.59–24.04% and 16.43–16.49%, respectively, compared to those with vocational education. Furthermore, we observe a significant dis-parity in returns among the various levels of higher education. Master’s degree provides a substantial wage premium in comparison to both bachelor’s (19.79–20.96%) and specialist’s (12.64–13.41%) degrees. Moreover, specialist degree offers a 7.16–7.55% higher wage premium than bachelor’s degree.

We identify a hierarchical pattern in the returns associated with different levels of higher education in Russia, specifically “bachelor-specialist-master.” These findings indicate that each level of education in Russia serves as a distinct signal in the labor market, facilitating employers' ability to differentiate between workers. From a policy perspective, our results suggest the potential benefits of offering opportunities to transition from specialist’s to master’s degrees on a tuition-free basis. Such a policy may enhance access to advanced education and potentially lead to higher returns for individuals in the labor market.

There are many studies on returns to higher education in Russia. However, just few of them estimate the returns to different levels of higher education. Also, these studies usually do not address the issue of the endogeneity arising because of self-selection into different levels of education. Our structural econometric model allows addressing for this issue and provides consistent estimates of returns to different levels of education under the assumption that individuals with higher propensity to education obtain higher levels of education.

This paper assesses the impact of this program on the rural women's employment opportunities using data from the 2015 round of the household's living standard survey (HLSS) of Côte d'Ivoire.

In 2013, in order to improve the living conditions of the rural population, the Ivorian government launched the National Program for rural electrification (PRONER) to electrify all localities with more than 500 inhabitants.

The results show that PRONER, while reducing the time allocated to performing household chores, increases women's employment through the reallocation of time to full-time paid work in the agricultural and non-agricultural sectors. The authors also find that the allocation of men's time is not affected by this programme. A possible mechanism that would explain such a pro-women effect is the labour-saving technology introduced to home production as an effect of the reform.

As a limitation, it is important to note that these results were obtained in the specific context of PRONER in Côte d’Ivoire and are not necessarily applicable to rural electrification programmes in other contexts. Furthermore, the choice of other indicators to measure women's empowerment is limited by the quality of the data available. It would be interesting for future research to extend this analysis to include other aspects of women's empowerment and household welfare.

This paper is the first to the author’s knowledge to apply a robust econometric method by combining an inverse probability weighted regression adjustment model with Heckman sample selection method to access a robust causal effect of the PRONER in Côte d'Ivoire.

Independent directors are important corporate decision participants and makers. Based on the Chinese cultural background, this paper interprets the listing order of independent directors as independent directors’ status, exploring their influence on the corporate research and development (R&D) behavior.

This paper studies A-share listed firms in China from 2008 to 2018 as the sample. The main method is ordinary least square (OLS) regression. We also use other methods to deal with endogenous problems, such as the firm fixed effect method, change model method, two-stage instrumental variable method, and Heckman two-stage method.

(1) Higher independent directors’ status attribute to more effective exertion of supervision and consultation function, and positively enhance the corporate R&D investment. The increase of the independent director’ status by one standard deviation will increase the R&D investment by 4.6%. (2) The above effect is more influential in firms with stronger traditional culture atmosphere, higher information opacity and higher performance volatility. (3) High-status independent directors promote R&D investment by improving the scientificity of R&D evaluation and reducing information asymmetry. (4) The enhancing effect of independent director’ status on R&D investment is positively associated with the firm’s patent output and market value.

This paper contributes to understanding the relationship between the independent directors’ status and their duty execution from an embedded cultural background perspective. The findings of the study enlighten the improvement of corporate governance efficiency and the healthy development of the capital market.

This paper aims to investigate whether UK public targets manage their earnings using real activities manipulation in the period prior to the announcement of a mergers and acquisition (M&A). It also examines whether the payment method in M&As affects the degree to which takeover targets manipulate earnings.

Using a sample of 131 UK listed targets acquired over the period 1995–2013, this paper examines real earnings management (REM) by employing OLS regression models. The data related to deals have been mainly collected from Thomson One Banker and Thomson Reuters Eikon databases. REM is examined by investigating abnormal cash flow from operations, abnormal discretionary expenses and abnormal production costs. This analysis was supplemented by conducting additional robustness checks.

The results show that UK takeover targets manage earnings upwards through cutting discretionary expenses in the year prior to the acquisition, while they do not do so by manipulating sales or production costs. Moreover, targets of cash-only or mixed-payment deals do not have the same strong motivation to manage their earnings as stock-financed deal target counterparts do. Our results continue to hold after using alternative accrual earnings management (EM) measures, controlling for unobservable firm heterogeneity using the fixed-effect model and controlling for endogeneity using the two-stage Heckman (1979) model.

The main findings of this study could be beneficial for various parties involved M&As, such as standard setters and regulators. A need arises to improve disclosure rules and enhance overall financial reporting quality in the capital markets with the aim of reducing information asymmetry and agency conflicts.

As far as the literature on EM around M&As is concerned, only EM by acquirers has been examined, and not much attention has been paid to targets’ EM.

Confucianism underpins Chinese traditional culture and the values of the Chinese people. The purpose of this study is to examine the relationship between adherence to Confucianism and corporate irregularities.

The authors use the historical numbers of Jinshi (Imperial Scholars) in the Ming and Qing dynasties within 200 km of a company's location to proxy for the influence of Confucianism on the company, presenting strong evidence that Confucianism significantly reduces corporate irregularities.

The authors' findings are robust even when criticized with alternative definitions of Confucianism, sensitivity analysis and instrumental variable regression. The authors also discover that this effect is weaker in state-owned and foreign enterprises and weakened by the influence of Western culture.

This paper brings a new traditional-cultural perspective to the understanding of corporate irregularities and contributes to the literature on culture and finance. This paper also helps the authors understand the “China Puzzle” that is China's rapid economic development under an imperfect legal system.