Stock price discreteness and clustering: decimals and ordered probit model

2014 ◽  
Vol 22 (1) ◽  
pp. 49-60
Author(s):  
Haksoon Kim
Keyword(s):  
Firm Size ◽  
Stock Price ◽  
Design Methodology ◽  
Small Firms ◽  
Probit Model ◽  
Ordered Probit ◽  
Ordered Probit Model ◽  
Large Firms ◽  
Content Type ◽  
Explanatory Variables

Purpose – The purpose of this paper is to revisit the ordered probit model of Hausman et al. after the NYSE decimalization. Design/methodology/approach – The changed ordered probit model. Findings – The model can somewhat capture the different impact of trading-related “explanatory” variables on price changes among three different decimals but does not explain much about price discreteness and irregular transaction intervals among the existing models of stock price discreteness. Overall 1/16th and 1/24th range of the dependent variable is better explained by trading-related explanatory variables than 1/8th range of the dependent variable for small firms and there is not much difference in large firms among three decimals. The results imply that finer specification in decimalization and smaller firm size matters in trading after the decimalization project. Originality/value – First paper to revisit the ordered probit model of Hausman et al. after the NYSE decimalization.

Scale heterogeneity in hotel guests’ satisfaction relative to room rates

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
David Boto-Garcia ◽  
Marta Escalonilla ◽  
Emma Zapico ◽  
Jose F. Baños
Keyword(s):  
Design Methodology ◽  
Negative Relationship ◽  
Probit Model ◽  
Ordered Probit ◽  
Ordered Probit Model ◽  
Value For Money ◽  
Content Type ◽  
Emotional Component ◽  
Post Purchase ◽  
Spanish Region

Purpose This paper aims to examine hotel guests’ satisfaction relative to room rates paying attention to the heterogeneity in the scale of satisfaction scores. Design/methodology/approach This paper studies guests’ post-purchase hotel evaluation using survey data from a sample of 14,879 tourists visiting a Northern Spanish region. This study estimates a Heteroskedastic Ordered Probit model in which both “cognitive” and “emotional” components of satisfaction are modelled. The model allows us to control for heterogeneity in the scale of the latent satisfaction scores. Findings This paper finds that satisfaction relative to rates (value for money) decreases with expenditure per person and day. Interestingly, this negative relationship mainly holds for those who do not prioritize prices at the time of choosing the hotel. Positive first impressions are positively associated with higher satisfaction. In addition, this study finds that the emotional component of satisfaction increases with hotel quality and hiring a full board, being also greater among women and elderly people. Originality/value Instead of using an overall measure of satisfaction, this paper uses one that gathers how the tourist assesses satisfaction in relation to cost (value for money).

Do the heterogeneous determinants of life satisfaction affect differently across borrowers of diverse credit sources? A propensity score approach

2018 ◽  
Vol 45 (8) ◽  
pp. 1142-1158 ◽  
Author(s):  
Tiken Das ◽  
Manesh Choubey
Keyword(s):  
Life Satisfaction ◽  
Propensity Score ◽  
Probit Model ◽  
Ordered Probit ◽  
Primary Data ◽  
Ordered Probit Model ◽  
Future Research ◽  
Content Type ◽  
Credit Access ◽  
Physical Assets

Purpose The purpose of this paper is to evaluate the non-monetary effect of credit access by providing an econometric framework which controls the problem of selection bias. Design/methodology/approach The study is conducted in Assam, India and uses a quasi-experiment design to gather primary data. The ordered probit model is used to evaluate the non-monetary impact of credit access. The paper uses a propensity score approach to check the robustness of the ordered probit model. Findings The study confirms the positive association of credit access to life satisfaction of borrowers. It is found that, in general, rural borrower’s life satisfaction is influenced by the ability and capacity to work, the value of physical assets of the borrowers as well as some other lenders’ and borrowers’ specific factors. But, the direction of causality of the factors influencing borrowers’ life satisfaction is remarkably different across credit sources. Research limitations/implications The study argues to provide productive investment opportunities to semiformal and informal borrowers while improving their life satisfaction score. Although the results are adjusted for selection and survivorship biases, it is impossible with the available data to assess which non-income factors explain the findings, and therefore this limitation is left to future research. Originality/value The study contributes to the literature of rural credit by assessing the probable differences among formal, semiformal and informal credit sources with respect to non-monetary impacts.

The impact of firm size on competitive intelligence activities

foresight ◽  
2020 ◽  
Vol 22 (5/6) ◽  
pp. 563-577
Author(s):  
Jonathan Calof
Keyword(s):  
Firm Size ◽  
Design Methodology ◽  
Competitive Intelligence ◽  
Full Time ◽  
Business Analytics ◽  
Large Firms ◽  
Process Variables ◽  
Content Type ◽  
Study Results ◽  
The Impact

Purpose Given the importance of competitive intelligence (CI) to the economic performance of firms, understanding whether CI practice is impacted by firm size or by their awareness of CI maybe important when creating programs designed to improve firms’ CI performance. This paper aims to address this by examining the extent to which the CI practices of small and medium-sized enterprises (SMEs) and large firms differed using a sample of firms with knowledge/awareness of CI. Design/methodology/approach A survey was developed that included 10 CI organization questions and 67 CI process questions. The survey was sent to a sample with awareness/knowledge of CI – strategic and CI professionals (SCIP) members and individuals who had attended SCIP events T-tests were then used to compare the SME’s and large firms’ responses to the 10 CI organization and 67 CI process questions. Findings For firms with CI awareness/knowledge, the study results suggest that size has very little relationship with CI practice. Of the 10 CI organization variables, only two were significantly different between the SME’s and the large firms. Large firms had more full-time CI staff and were more likely to have a formal intelligence unit compared to the SME’s. Of the 67 CI process variables, only four were significantly different between the SME’s and the large firms. Large firms made more use of company intranet for distributing CI findings use business analytics software and use commercial databases for information than SME’s while the SME’s used social media, in particular Facebook more than large firms, in their competitive intelligence activities. Originality/value This study uses a sample frame of firms with CI awareness/knowledge in examining differences between SME’s and large firms CI practices.

scholarly journals Development of Multivariate Ordered Probit Model to Understand Household Vehicle Ownership Behavior in Xiaoshan District of Hangzhou, China

2018 ◽  
Vol 10 (10) ◽  
pp. 3660 ◽  
Author(s):  
Jie Ma ◽  
Xin Ye ◽  
Cheng Shi
Keyword(s):  
Marginal Likelihood ◽  
Likelihood Estimation ◽  
Probit Model ◽  
Developed Countries ◽  
Ordered Probit ◽  
Ordered Probit Model ◽  
Vehicle Ownership ◽  
Cross Sectional ◽  
Explanatory Variables ◽  
Electric Bicycle

With the rapid increase of motorization in China, transitions have taken place in regards to traditional private transportation modes. This paper aims to understand four types of vehicle ownership within a household, including automobile, motorcycle, electric bicycle and human-powered bicycle. This study presents a cross-sectional multivariate ordered probit model, with a composite marginal likelihood estimation approach that accommodates the effects of explanatory variables, and capturing the dependence among the propensity to household vehicle ownership. The sample data are obtained from the residents’ household travel survey of Xiaoshan District, Hangzhou, in 2015, which can analyze the significant effects of sociodemographic attributes and built environment attributes. Interestingly, the major findings suggest that: (1) The households with higher income tend to own more automobiles, yet the effect is not obvious with a small value of elasticity, which is similar to developed countries. (2) The household education level, which takes a positive effect on automobile ownership, is a more elastic factor than income. (3) The higher population density contributes to less ownership of automobiles and motorcycles, due to traffic congestions and parking challenges. (4) There is a large substitutive relation between automobile and electric bicycle/motorcycle, and the vehicle ownership of electric bicycle/motorcycle and bicycle are mutually promoted, while motorcycle and electric-bicycle are mutually substituted.

scholarly journals Consumer acceptance of Islamic home financing

2014 ◽  
Vol 7 (3) ◽  
pp. 307-332 ◽  
Author(s):  
Hanudin Amin ◽  
Abdul Rahim Abdul Rahman ◽  
Dzuljastri Abdul Razak
Keyword(s):  
Demographic Factors ◽  
Probit Model ◽  
Subjective Norm ◽  
Consumer Acceptance ◽  
Ordered Probit ◽  
Ordered Probit Model ◽  
Content Type ◽  
Academic Qualification ◽  
East Malaysia ◽  
Tpb Model

Purpose – This study aims to examine the factors influencing the consumer acceptance on Islamic home financing products amongst clients of Islamic banks. For the purpose, the study extends the theory of planned behaviour (TPB) in explaining the Islamic home financing adoption along. Further, the study also intends to analyze the effects of “Islamicity of product” and seven demographic factors on the consumer acceptance of Islamic home financing products. Design/methodology/approach – Using the TPB model as a baseline theory, data are collected from bank customers in East Malaysia involving two cities, namely, Kota Kinabalu and Labuan, using self-administered questionnaires. A total of 300 questionnaires are distributed; however, only 278 are found usable. We use ordered probit model to analyze the effects of attitude, subjective norm, perceived behavioural control, Islamicity of product and demographic factors. Findings – Using the ordered probit model, this study finds that attitude, subjective norm, perceived control and Islamicity of product are instrumental in determining the consumer acceptance of Islamic home financing products. Concerned with demographic items, the study finds that marital status, ethnic, occupation and religion are influential. It is also discovered, however, that gender, academic qualification and monthly income have little effects on the consumer acceptance. Research limitations/implications – Three limitations are available for future studies. First, the current work does not include the experienced users who patronize Islamic home financing products. Second, the contribution of the present study is confined to the analyzed explanatory variables. Third, this study also has geographical constraint in which it is conducted in East Malaysia whilst samples from West-Malaysia are overlooked. These limitations, however, provide directions for further future research. Practical implications – Essentially, this study is a pioneering effort in applying the TPB model to the new context of Islamic home financing products in Malaysia. The study integrates the effects of Islamicity of product and demographic factors on the consumer acceptance on Islamic home financing products. The TPB model is proven valid and is reliable in predicting the consumer acceptance on Islamic home financing products. Originality/value – This study introduces Islamicity of product and demographic factors in explaining the consumer acceptance on Islamic home financing products. Most fundamentally, this study proposes a modified theoretical framework that is of paramount importance to predict the demand of Islamic home financing products in the future.

Internationalization and performance: evidence from Chinese firms

2018 ◽  
Vol 12 (1) ◽  
pp. 19-34 ◽  
Author(s):  
Chao Zhou
Keyword(s):  
Firm Size ◽  
Small Firms ◽  
Manufacturing Firms ◽  
Research Database ◽  
Large Firms ◽  
Chinese Firms ◽  
Content Type ◽  
The Impact ◽  
Overseas Subsidiaries ◽  
A Share

Purpose This paper aims to test the internationalization–performance relationship based on data of Chinese firms and the impact of firm size on the internationalization–performance relationship. Design/methodology/approach This paper uses overseas subsidiaries as a percentage of total subsidiaries to measure the degree of internationalization. As the overseas subsidiaries and total subsidiaries data of Chinese A-share listed firms are not available in any existing databases, the author hand-collected information on subsidiaries of Chinese A-share listed manufacturing firms from their annual financial reports during 2001-2014. The basic accounting and market information is collected from the China Stock Market and Accounting Research Database. This paper finally gets 535 manufacturing firms. Findings The empirical results suggest that the internationalization–performance relationship is W-shaped in overall samples, but varies with firm size. Specifically, the internationalization–performance relationship is W-shaped in small firms and U-shaped in large firms. Research limitations/implications Future studies based on unlisted Chinese firms or other measurement of internationalization may provide further understanding of the internationalization–performance relationship. Practical implications Policymakers should help small firms prepare a long-term internationalization strategy, giving more support for small firms in the first and third phases of internationalization and helping them to reach the second and fourth phases. Policymakers should also pay more attention to limit the aggressive internationalization behavior of large firms. Originality/value This study provides new evidence for the internationalization–performance relationship by using the unique longitude sample from China and the unique measurement of internationalization. We also highlight the importance of firm characteristics in the examination of internationalization–performance relationship, which provides a potential explanation for previous mixed evidence.

A model for predicting small firm performance

2014 ◽  
Vol 21 (1) ◽  
pp. 4-25 ◽  
Author(s):  
Claudia E. Halabí ◽  
Robert N. Lussier
Keyword(s):  
Public Policy ◽  
Small Business ◽  
Formal Education ◽  
Probit Model ◽  
Ordered Probit ◽  
Ordered Probit Model ◽  
Working Capital ◽  
Content Type ◽  
Professional Advice ◽  
Probability Of Success

Purpose – This study aims to develop an ordered probit model to explain and predict small business relative performance in Chile, South America. Design/methodology/approach – The design is survey research. The sample includes 403 small businesses classified as 158 failed firms, 101 mediocre firms and 144 successful firms within all economic sectors. The model variables are: internet, starting with adequate working capital, managing good financial and accounting records, planning, owner formal education, professional advice, having partners, parents owning a business, and marketing efforts. Findings – The eight-variable model, tested with ordered probit, is a significant predictor of the level of performance at the 0.000 level. Also, six of the eight variables are significant predictors at the 0.05 level: internet, starting with adequate working capital, managing good financial and accounting records, owner, professional advice, having partners, parents owning a business, and marketing efforts. Two of the variables – i.e. planning and formal education – were not significant. ANOVA test of differences were run for each of the eight variables based on the level of performance were also run and results reported. Practical implications – The model does in fact predict relative performance, so the model can be used to improve the probability of success. Thus, an entrepreneur can use the model to gain a better understanding of which resources are needed to increase the probability of success, and those who advise entrepreneurs can help them use the model. Investors and creditors can use the model to better assess a firm's potential for success. There is an extensive public policy implications discussion regarding how to use the model to assist entrepreneurial ventures so that society can benefit in direct and indirect ways via the allocation of limited resources toward higher potential businesses. Entrepreneurs and small business educators can use the model's variables to influence future business leaders, public policy makers, and their practices. Originality/value – This study improves the Lussier 15 variable success versus failure prediction model by adding the use of the internet and taking out highly correlated variables. While Lussier and others ran logistic regression with only two levels of performance, this study uses the more robust ordered probit model with three levels of performance. It presents public policy with implications for Chilean institutions to promote entrepreneurship. Finally, it contributes to the literature because, to date, no empirical success versus failure studies have been found that were conducted in Chile or any small, open economies in Latin America

scholarly journals Management-employee relations, firm size and job satisfaction

2014 ◽  
Vol 35 (8) ◽  
pp. 1260-1275 ◽  
Author(s):  
Aysit Tansel ◽  
Şaziye Gazîoğlu
Keyword(s):  
Job Satisfaction ◽  
Maximum Likelihood ◽  
Firm Size ◽  
Small Firms ◽  
Policy Implications ◽  
Employee Relations ◽  
Large Firms ◽  
Employee Survey ◽  
Content Type ◽  
Employee Relationships

Purpose – The purpose of this paper is to investigate the job satisfaction in relation to managerial attitudes towards employees and firm size using the linked employer-employee survey results in Britain. Design/methodology/approach – The authors first investigate the management-employee relationships and the firm size using maximum likelihood probit estimation. Next various measures of job satisfaction are related to the management-employee relations via maximum likelihood ordered probit estimates. Four measures of job satisfaction that have not been used often are considered. They are satisfaction with influence over job; satisfaction with amount of pay; satisfaction with sense of achievement and satisfaction with respect from supervisors. Findings – Main findings indicate that management-employee relationships are less satisfactory in the large firms than in the small firms. Job satisfaction levels are lower in large firms. Less satisfactory management-employee relationships in the large firms may be a major source of the observed lower level of job satisfaction in them. Practical implications – These results have important policy implications from the point of view of the firm management while achieving the aims of their organizations in particular in the large firms in the area of management-employee relationships. Improving the management-employee relations in large firms will increase employee satisfaction in many respects as well as increase productivity and reduce turnover. Originality/value – The nature of the management-employee relations with firm size and job satisfaction has not been investigated before.

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