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In developing countries, women microentrepreneurs are characterized as being informal, creating a challenge for the sustainability of their businesses. The purpose of this study is to analyze different businesses that adopt this form of operation arguing that formality is unnecessary because they are legitimate businesses (institutional reason). In addition, the role of gender in business management was incorporated, and the consistency of the results was validated in the context of COVID-19.

This study used data from the National Household Survey of Peru for the development of a compared analysis between the period 2018–2019 (pre-COVID-19), made up of a sample of 14,077 observations, and the period 2020–2021 (COVID-19), with 7,922 observations. The unit of analysis was the informal microenterprise with more than three years of operation, and the data was analyzed using a logistic model.

The probability of adopting informality for institutional reasons is more significant in the case of women in contrast to the men when it is a business belonging to the commerce sector and operating in a dwelling with basic services, while this probability decreases if the firm does not have a fixed location. These results are consistent in pre-COVID-19 and COVID-19 periods.

The purpose of this research was to contribute to closing gaps in the generation of evidence that helps to understand the behavior of informal microentrepreneurs in developing countries, allowing a better approach to this problem for the design and implementation of suitable public policies. All this will contribute to the accomplishment of the Sustainable Development Goals.

En países en desarrollo, las mujeres microempresarias se caracterizan por ser informales generando un desafío para la sostenibilidad de sus negocios. La presente investigación analizó diferentes negocios que adoptan esta forma de operación con el argumento de que la formalidad no es necesaria porque son negocios legítimos (motivo institucional); además, se incorporó el rol del género en la gestión del negocio, y se validó la consistencia de los resultados en un contexto de COVID-19.

Se utilizaron datos de la Encuesta Nacional de Hogares de Perú para el desarrollo de un análisis comparado entre el período 2018–2019 (pre-COVID-19), compuesto por una muestra de 14.077 observaciones, y el período 2020–2021 (COVID-19), con 7.922 observaciones. La unidad de análisis es la microempresa informal con más de tres años de operación y los datos son analizados mediante un modelo logístico.

Resulta mayor la probabilidad de adoptar la informalidad por motivos institucionales en el caso de las propietarias en contraste con los propietarios, cuando se trata de un negocio perteneciente al sector comercio y que funciona en una vivienda con servicios básicos, mientras que disminuye esta probabilidad si el negocio no posee un local fijo. Estos resultados son consistentes en tiempos de pre-COVID-19 y COVID-19.

La investigación tiene por fin contribuir al cierre de brechas en la generación de evidencia que ayude a comprender el comportamiento de las mujeres microempresarias informales en países en desarrollo, permitiendo una mayor aproximación a esta problemática para el diseño e implementación de políticas públicas adecuadas. Todo esto contribuirá con los Objetivos de Desarrollo Sostenible.

Nos países em desenvolvimento, as mulheres microempreendedoras caracterizam-se por serem informais, criando um desafio para a sustentabilidade dos seus negócios. A presente investigação analisou diferentes negócios que adotam essa forma de operação com o argumento de que a formalidade não é necessária por serem negócios legítimos (razão institucional); além disso, foi incorporado o papel do gênero na gestão empresarial e se validou a consistência dos resultados num contexto de COVID-19.

Se utilizaram dados da Pesquisa Nacional de Domicílios do Peru para desenvolver uma análise comparativa entre o período 2018–2019 (pré-COVID-19), composto por uma amostra de 14.077 observações, e o período 2020–2021 (COVID-19), com 7.922 observações. A unidade de análise é a microempresa informal com mais de três anos de operação e os dados são analisados através de um modelo logístico.

Resulta maior a probabilidade de adoção da informalidade por motivos institucionais no caso das proprietárias em contraste com os proprietários, quando se trata de um negócio pertencente ao setor do comércio e que funciona numa casa com serviços básicos, enquanto esta probabilidade diminui se o negócio não tem local fixo. Estes resultados são consistentes em tempos pré-COVID-19 e COVID-19.

A pesquisa tem como objetivo contribuir no fechamento de brechas na geração de evidências que ajude a compreender o comportamento dos microempreendedores informais nos países em desenvolvimento, permitindo uma melhor abordagem desta problemática para o desenho e implementação de políticas públicas adequadas. Tudo isto contribuirá para o cumprimento dos Objetivos de Desenvolvimento Sustentável.

This study examines the dynamics of the comovement and causal relationship between conventional (Bitcoin, Ethereum and Binance coin) and Islamic (OneGram, X8X token and HelloGold) cryptocurrencies.

This study uses wavelet coherence approach to examine the time-varying lead-lag relationship between conventional and Islamic cryptocurrencies. Furthermore, the authors use BEKK-GARCH model to estimate the optimal weights, hedge ratio and hedging effectiveness in pre-COVID-19 and during the COVID-19 period.

The authors find no significant comovement in pre-COVID-19. However, the authors find significant positive comovement in conventional and Islamic cryptocurrencies at the beginning of the pandemic, and in most cases, conventional cryptocurrencies are leading. X8X and HelloGold have no/weak correlation with conventional cryptocurrencies, implying that investors can diversify the risk by making an Islamic and conventional cryptocurrencies portfolio. The authors also calculate the optimal weights, hedge ratio and hedging effectiveness using the BEKK-GARCH model. Based on the optimal weights, for the portfolios of conventional–Islamic cryptocurrencies, investors are suggested to increase their investment in Islamic cryptocurrencies during the COVID-19 than normal period. The results of hedge ratios show that hedging costs are higher during COVID-19 than before.

The findings of the paper offer several practical policy implications for investors, portfolio manager, Shariah advisors and policymakers pertaining to asset allocation, risk management, forecasting and diversification. Specifically, investors can maximize the risk adjusted returns of their conventional cryptocurrencies portfolio by adding some portions of Islamic cryptocurrencies. Considering the comovement is time-varying, investors/manager should adjust their investment strategies frequently. For the entrepreneurs in crypto-industry, it is advised to introduce new Islamic cryptocurrencies, as it has a huge growth potential because of their distinct features and performance.

This is the first study that explores the linkages between conventional and Islamic cryptocurrencies, therefore this study extends the literature of Islamic finance, stablecoins and cryptocurrencies in pre-COVID-19 and during COVID-19 period. The study results provide insights to conventional crypto investor on how to manage their portfolio during normal and turbulent period.

In this paper, the authors investigate the impact of the confirmation bias on returns, expectations and hedging of optimistic and pessimistic traders in the cryptocurrencies, commodities and stock markets before and during COVID-19 periods.

The authors investigate the impact of the confirmation bias on the estimated returns and the expectations of optimistic and pessimistic traders by employing the financial stochastic model with confirmation bias. Indeed, the authors compute the optimal portfolio weights, the optimal hedge ratios and the hedging effectiveness.

The authors find that without confirmation bias, during the two sub periods, the expectations of optimistic and pessimistic trader’s seem to convergence toward zero. However, when confirmation bias is particularly strong, the average distance between these two expectations are farer. The authors further show that, with and without confirmation bias, the optimal weights (the optimal hedge ratios) are found to be lower (higher) for all pairs of financial market during the COVID-19 period as compared to the pre-COVID-19 period. The authors also document that the stronger the confirmation bias is, the lower the optimal weight and the higher the optimal hedge ratio. Moreover, results reveal that the values of the optimal hedge ratio for optimistic and pessimistic traders affected or not by the confirmation bias are higher during the COVID-19 period compared to the estimates for the pre-COVID period and inversely for the optimal hedge ratios and the hedging effectiveness index. Indeed, either for optimists or pessimists, the presence of confirmation bias leads to higher optimal hedge ratio, higher optimal weights and higher hedging effectiveness index.

The findings of the study provided additional evidence for investors, portfolio managers and financial analysts to exploit confirmation bias to make an optimal portfolio allocation especially during COVID-19 and non-COVID-19 periods. Moreover, the findings of this study might be useful for investors as they help them to make successful investment decision in potential hedging strategies.

First, this is the first scientific work that conducts a stochastic analysis about the impact of emotional biases on the estimated returns and the expectations of optimists and pessimists in cryptocurrency and commodity markets. Second, the originality of this study stems from the fact that the authors make a comparative analysis of hedging behavior across different markets and different periods with and without the impact of confirmation bias. Third, this paper pays attention to the impact of confirmation bias on the expectations and hedging behavior in cryptocurrencies and commodities markets in extremely stressful periods such as the recent COVID-19 pandemic.

The paper aims to find the preferences of different tourist type. Since, COVID-19 pandemic has brought the international hospitality industry to a standstill, there are some early signs of recovery. For this industry’s long-term recovery, the tourists’ changing preferences need to be analyzed. Moreover, with different types of tourists, a more nuanced and in-depth study is required to analyze the preferences of each tourist type.

The research focuses on the changing preferences of the tourist by comparatively analyzing the pre-COVID-19 and current COVID-19 phase. The study extracted online data from TripAdvisor and identified themes by applying Latent Dirichlet Allocation (LDA).

The study’s findings confirmed the change in preferences of the different types of tourists during the COVID-19 pandemic by performing thematic analysis. New themes emerged in the pandemic phase, providing more insights into tourists’ changing preferences in the current COVID-19 phase. The study also found that specific dominant themes in the pre-COVID-19 phase were replaced by new themes in the current COVID-19 phase.

To the best of the authors’ knowledge, this study is the first to compare the pre-COVID-19 and current COVID-19 phase themes to decipher the new themes that managers of the hotels should consider to win back tourists’ confidence during the pandemic. The unraveling of changing preferences of the different tourist types in the current COVID-19 pandemic is the novel contribution of the study.

在 COVID-19 大流行期间改变游客对酒店业的偏好

COVID-19 大流行使国际酒店业陷入停顿。虽然有一些复苏的早期迹象, 但对于这个行业的长期复苏, 还需要分析游客不断变化的偏好。此外, 针对不同类型的游客, 需要进行更细致和深入的研究来分析每种游客类型的偏好。

该研究通过比较分析 COVID-19 之前和当前 COVID-19 阶段, 重点关注游客不断变化的偏好。该研究从 TripAdvisor 提取在线数据, 并通过应用隐含狄利克雷分布 (LDA) 确定主题。

该研究的调查结果通过进行主题分析证实了不同类型游客在 COVID-19 大流行期间偏好的变化。大流行阶段出现了新主题, 为游客在当前 COVID-19 阶段不断变化的偏好提供了更多见解。该研究还发现, COVID-19之前阶段的特定主导主题被当前 COVID-19 阶段的新主题所取代。

该研究首次比较了 COVID-19 之前和当前 COVID-19 阶段的主题, 从而为酒店管理者在大流行期间赢回游客的信心提供了应该考虑的新主题。研究发现在当前的 COVID-19 大流行中不同游客类型的偏好的变化是该研究的新贡献。

The workspace has experienced several significant changes (shift in work culture) due to the Covid-19 pandemic thereby necessitating the need for a comparative assessment of differences that exist in work values and job quality of employees pre-covid 19 and “peri”-covid 19.

The Statistical Package for Social Sciences (SPSS) version 21 was employed to conduct a correlation and T-test analysis from the quantitative data gathered from Ghanaian public and private sector employees.

The study found differences in what employees valued pre- and peri-covid era for job security, promotional opportunities, interesting work, using skills and experience, the usefulness of work to society and flexible work. During the pre-covid era, employees perceived autonomy, personal contact and stressful jobs, whereas promotional opportunities, good collegial relations and help to others were experienced peri-covid.

Although the study tracked the work values and quality of employees, the respondents (pre-covid and peri-covid) were different. Responses here captured the views of formal sector workers only. These notwithstanding, the findings are important for explaining changes (work values and job quality) that occurred due to the pandemic. Future research might use a qualitative approach to understand reasons behind these changes.

Due to changes in the working space and the introduction of technology, stress has been impacted positively as employees need not commute frequently to work and work seems to have been simplified. It is therefore safe for organisations to retain changes to people management due to the pandemic.

To the best of my knowledge, this is the first study in the Ghanaian context comparing employees' values and job quality pre- and peri-covid.

COVID-19 pandemic endured for more than two years in many countries which caused higher levels of risk, crisis and vulnerability among people. The present study aims at justifying the COVID-19 pandemic as the ‘defining moment’ for Z generational cohort (Gen Z) by examining their post-COVID-19 shopping behavioural shifts.

For this purpose, two studies were conducted. Study 1 examined shifts in their shopping priorities from the pre to post-pandemic eras by using mean, standard deviation and difference t-tests. Study 2 investigated the role of the 18 items in their post-COVID-19 online shopping preference and the results were compared with a similar pre-COVID-19 study to identify online shopping behavioural shifts.

The study finds five key post-COVID-19 shopping behavioural shifts among Gen Z consumers. These are ‘an inevitable inner desire for mitigating social isolation, risk and vulnerability’, ‘rational purchase decisions based on an in-depth analysis of multiple digital contents related to products/brands’, ‘permanent frugality in the shopping habits’, ‘conscious and cautious consumption’ and ‘the sacrifice of personal grit, idealism and psychology’.

Since the post-COVID-19 shopping behavioural shifts have far-reaching implications and long-lasting effects on the psychological processes and mental health of Gen Z, marketers/retailers can use the findings of this study to develop more effective marketing strategies for serving these early-adulthood consumers better.

Based on their metamorphic shopping behavioural shifts by comparing their pre-pandemic and post-pandemic responses, the study justifies the severity and devastating effects of the pandemic crisis as the ‘defining moment’ for the youths of this COVID-19 generation.

The study provides medium-term estimates of recovery paths for Indian economy using a dynamic factor (DF)-based approach that employs data on high-frequency indicators à la Bhadury, Ghosh, and Kumar (2020). The DFs are used to analyze the post-pandemic recovery and convergence with its pre-COVID-19 trend for India between March 2021 and March 2022. A broad sectoral assessment of the impact of COVID-19 is also conducted. In addition, forward-looking measures based on stock returns are used to analyze the transmission of additional banking sector risks to the real sectors by constructing daily delta conditional value-at-risk (CoVaR) estimates. Our estimates based on the DFs suggest that the aggregate economic activities may catch up to the estimated pre-COVID trend by March 2021 predominantly driven by the growth in services sector. The industrial sector and consumer goods sector continue to show moderate signs of recovery. Our CoVaR estimates corroborate these findings. Banking sector transmission risk is among the lowest for services such as healthcare and information technology (IT), for both the lockdown period between March 25 and June 8, 2020, and for the latter months. The transmission risk continues to remain high for metal, oil and gas, and capital goods sector. Broadly, the evidence on forward-looking banking sector risk transmission for major sectors is in alignment with our finding on their recovery based on DF models, after easing of COVID-19 lockdown.

Purpose: The purpose of the study is to determine the significant difference between the performance of the Indian banks in pre coronavirus disease (COVID 19) and post COVID 19 periods. Further, it explores the impact of COVID 19 on the profitability of the Indian banks by investigating variation between the non-performing assets (NPAs) and the net profit of the banks during pre and post COVID 19 periods.

Need of the study: The COVID 19 outbreak has affected various industries including Indian banks which reported an increase in NPAs, and demand for credit which in turn impacted profitability. This study was carried out to examine the impact of COVID 19 outbreak on Indian banking sector.

Methodology: This study uses different banks’ NPA and net profits performance to examine the effect of COVID 19 on banks’ overall performance. The data have been collected from secondary sources, commercial websites, and websites of Indian banks (private and public sectors). t-Test was used to analyse the data.

Findings: Among public sector banks, Canara Bank was found to have a significant difference in net profit in the pre and post COVID 19 periods. In private sector banks, HDFC Bank showed a significant difference in the net profit in pre and post COVID 19 periods. For NPAs, all private banks showed no significant difference in pre and post COVID 19 period results.

Implications: The study revealed that both private and public sector banks in India were mildly affected by pandemic and most of them are significantly reporting no difference in net profit and NPAs during pre and post COVID 19 periods.

Since introducing the UK start-up loan (SUL) Scheme in 2012, 82,809 new start-ups have been supported with loans totalling £759m. Even during the Covid-19 crisis, new business start-ups supported by SUL did not abate. The authors ask whether the entrepreneurs starting businesses during the Covid-19 crisis were different from those becoming entrepreneurs before the pandemic. This paper aims to discuss the aforementioned question.

The authors model the differences between pre-Covid-19 business start-ups and Covid-19 start-ups. The administrative data obtained from the UK Government Department for Business, Energy and Industrial Strategy (BEIS) represent information about individual loan records for 82,798 individuals and total lending of £759m between 2012 and 2021. The probit regression model with dependent variable coded one if the start occurred after February 2020 and zero between 2012 and February 2020, was estimated.

The study’s findings show that both groups of entrepreneurs differ in many facets. The new Covid-19 entrepreneurs are older, more likely to have a graduate-level education and are significantly more likely to make this transition from full-time waged employment or inactivity. Furthermore, they are more likely to set up in manufacturing industries at the business level than their pre-Covid-19 counterparts who favoured service sectors. Finally, their initial lending to support the start-up is much higher.

This study provides value for the policymakers responsible for the administration of the SUL scheme, and it also contributes to the body of knowledge on the effects of the global Covid-19 pandemic.

The paper tests the overconfidence bias and volatility on the Ghana Stock Exchange (GSE) during the pre-Covid-19 pandemic and Covid-19 pandemic period.

The study employs pairwise Granger causality to test the presence of overconfidence bias on the Ghana stock market as well as GARCH (1,1) and GJR-GARCH (1, 1) models to understand whether overconfidence bias contributed to volatility during pre-Covid-19 pandemic and Covid-19 pandemic period. The pre-Covid-19 pandemic period spans from January, 2019 to December, 2019, and Covid-19 pandemic period spans from January, 2020 to December, 2020.

The paper finds a unidirectional Granger causality running from weekly market returns to weekly trading volume during the Covid-19 pandemic period. These results indicate the presence of overconfidence bias on the Ghana stock market during the Covid-19 pandemic period. Finally, the conditional variance estimation results showed that excessive trading of overconfident market players significantly contributes to the weekly volatility observed during the Covid-19 pandemic period.

The empirical findings demonstrate that market participants on the GSE exhibit conditional irrationality in their investment decisions during the Covid-19 pandemic period. This implies investors overreact to private information and underreact to available public information and as a result become overconfident in their investment decisions.

Findings from this paper show that there is evidence of overconfidence bias among market players on the GSE. Therefore, investors, financial advisors and other market players should be educated on overconfidence bias and its negative effect on their investment decisions so as to minimize it, especially during the pandemic period.

This study is a maiden one that underscores investors’ overconfidence bias in the wake of a pandemic in the Ghanaian stock market. It is a precursor to the overconfidence bias discourse and encourages the testing of other behavioral biases aside what is understudied during the Covid-19 pandemic period in Ghana.