The impact of task description linguistic style on task performance: a text mining of crowdsourcing contests

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Keng Yang ◽  
Hanying Qi ◽  
Qian Huang
Keyword(s):  
Text Mining ◽  
Task Performance ◽  
Cognitive Complexity ◽  
Content Type ◽  
Task Description ◽  
Task Descriptions ◽  
Language Styles ◽  
The Impact ◽  
And Task

PurposeExisting studies on the relationship between task description and task performance are insufficient, with many studies considering description length rather than content to measure quality or only evaluating a single aspect of task performance. To address this gap, this study analyzes the linguistic styles of task descriptions from 2,545 tasks on the Taskcn.com crowdsourcing platform.Design/methodology/approachAn empirical analysis was completed for task description language styles and task performance. The paper used text mining tool Simplified Chinese Linguistic Inquiry and Word Count to extract eight linguistic styles, namely readability, self-distancing, cognitive complexity, causality, tentative language, humanizing personal details, normative information and language intensity. And it tests the relationship between the eight language styles and task performance.FindingsThe study found that more cognitive complexity markers, tentative language, humanized details and normative information increase the quantity of submissions for a task. In addition, more humanized details and normative information in a task description improves the quality of task. Conversely, the inclusion of more causal relationships in a task description reduces the quantity of submissions. Poorer readability of the task description, less self-estrangement and higher language intensity reduces the quality of the task.Originality/valueThis study first reveals the importance of the linguistic styles used in task descriptions and provides a reference for how to attract more task solvers and achieve higher quality task performance by improving task descriptions. The research also enriches existing knowledge on the impact of linguistic styles and the applications of text mining.

Assessing the cultural intelligence and task performance equation

2015 ◽  
Vol 22 (2) ◽  
pp. 236-258 ◽  
Author(s):  
Jeevan Jyoti ◽  
Sumeet Kour
Keyword(s):  
Task Performance ◽  
Cultural Context ◽  
Structural Equation ◽  
Cultural Intelligence ◽  
Cultural Adjustment ◽  
Equation Modeling ◽  
Future Research ◽  
Content Type ◽  
The Impact ◽  
And Task

Purpose – Organizations in India are multicultural in nature. In this context, cultural intelligence is a tool, which can increase an individual’s ability to interact with people outside his/her culture. The purpose of this paper is to analyze the impact of cultural intelligence on task performance as well as to investigate the mediating role of cultural adjustment between the two. Design/methodology/approach – Extensive review of literature was done to acknowledge the cultural intelligence and task performance concept. Data for the study has been collected from the 225 managers working in nationalized banks in Jammu province (J&K, India). Data collected has been validated using confirmatory factor analysis and hypotheses have been tested through structural equation modeling. Findings – The study reveals that cultural intelligence significantly contributes toward task performance. The findings further reveal full mediation of cultural adjustment between cultural intelligence and task performance. Research limitations/implications – The study has been conducted in Indian cultural context, which can be extended to other Asian countries. Further, more outcomes of cultural intelligence can be taken into consideration in future for better understanding of the concept. Practical implications – The study contributes toward cultural intelligence theory. Organization should provide cultural training to the managers before sending them to out of home state assignment, which helps to understand the culture of that state and effectively interact with people belonging to that place. Originality/value – The paper empirically identifies the relationship between cultural intelligence and task performance in Indian context. Further, this relationship has been explored by using cultural adjustment as a mediator between the two. The model developed can be used for future research keeping it as a base.

Examining the impact of ethical leadership on safety and task performance: a safety-critical context

2020 ◽  
Vol 41 (7) ◽  
pp. 909-926 ◽  
Author(s):  
Imran Shafique ◽  
Masood Nawaz Kalyar ◽  
Tassadduq Rani
Keyword(s):  
Task Performance ◽  
Ethical Leadership ◽  
Well Being ◽  
Safety Performance ◽  
Cross Sectional ◽  
Content Type ◽  
Safety Critical ◽  
Hazard Exposure ◽  
The Impact ◽  
And Task

PurposeAiming at understanding the effectiveness of leadership styles on workers' outcomes in safety-critical context, this study explores the impact of ethical leadership on safety and task performance under contingent effects of two safety-critical factors (i.e. perceived accident likelihood and perceived hazard exposure).Design/methodology/approachThe study is cross-sectional in nature and survey questionnaire was used for data collection. Data were collected from 397 workers from ten organizations producing chemical products. Multiple hierarchical regression was performed to test the hypothesized relationships.FindingsResults show that ethical leadership has positive association with workers' safety performance, safety attitude and task performance. Further, perceived accident likelihood moderated the influence of ethical leadership on workers' safety performance and attitude in such a way the association is strong when accident likelihood is high. Perceived hazard exposure moderated the link between ethical leadership and task performance such that higher hazard exposure decreases the effectiveness of ethical leadership.Practical implicationsFindings imply that managers can optimize employee safety for jobs associated with high safety-critical context through demonstration of ethical leadership behaviors. The study suggests that ethical leadership can prove to be important tool to improve workers' occupational safety well-being, which in turn helps them to improve their health and general well-being.Originality/valueContextualization of ethical leadership in safety-critical context is novelty of the study.

The impact of perceived supervisor support on employees’ turnover intention and task performance

2019 ◽  
Vol 38 (5) ◽  
pp. 369-382 ◽  
Author(s):  
Sadia Afzal ◽  
Muhammad Arshad ◽  
Sharjeel Saleem ◽  
Omer Farooq
Keyword(s):  
Task Performance ◽  
Turnover Intention ◽  
Self Efficacy ◽  
Academic Staff ◽  
Supervisor Support ◽  
Equation Modeling ◽  
Content Type ◽  
Perceived Supervisor Support ◽  
The Impact ◽  
And Task

PurposeThe purpose of this paper is to explain the mediational mechanisms in the relationship of perceived supervisor support (PSS) with turnover intention (TI) and task performance (TP).Design/methodology/approachData were collected through questionnaires from the academic staff of Pakistani universities. The theoretical model was tested using data collected from 304 respondents by using structural equation modeling technique. Mediation analysis was performed with 5,000 bootstraps samples.FindingsThe results revealed that PSS affected TI negatively through the mediation of self-efficacy. Conversely to this, PSS influenced TP positively through the mediation of self-efficacy. In addition, the results also showed the direct effect of PSS on employees’ TP.Practical implicationsThe results of this study suggest that the supervisor must provide adequate support to the academic staff, which helps them to develop their self-efficacy. Self-efficacy is helpful for the employees to reduce their TI and to improve their TP.Originality/valueThis study is the first of its nature which explained the direct and indirect effects of PSS on TI and TP by using the framework of social learning theory and social exchange theory simultaneously.

Person–environment fit and its effects on employees’ emotions and self-rated/supervisor-rated performances

2017 ◽  
Vol 29 (5) ◽  
pp. 1447-1467 ◽  
Author(s):  
Yong-Ki Lee ◽  
Soon-Ho Kim ◽  
Min-Seong Kim ◽  
Ho-Seok Kim
Keyword(s):  
Task Performance ◽  
Structural Equation ◽  
Positive Emotions ◽  
Empirical Support ◽  
Equation Modeling ◽  
Content Type ◽  
Positive Effects ◽  
Person Organization Fit ◽  
The Impact ◽  
And Task

Purpose Seeking to build a deeper understanding of a higher level of hospitality in terms of employee task performance, this study aimed to explore different person–environment (P–E) fit types and the corresponding effects on hotel employees’ emotions and task performance, evaluated by both the employees themselves and their supervisors. Design/methodology/approach Frequency analysis, reliability analysis, confirmatory factor analysis, correlation analysis and structural equation modeling method. Findings The results indicated that person–organization fit was associated with emotions toward the organization, the team and the job. However, this study did not provide empirical support for hypotheses that person-team fit affected emotions. Person–job fit was also associated with positive emotions toward the organization and the job, unlike with the team. Organization emotion had positive effects on both task performances, whereas no effect was reported between team emotion and task performances. Practical implications The study suggests that hotels’ human resource administrators may want to focus on developing and strengthening P–E fit and emotional responses. Originality/value This research illustrates the impact of three types of P–E fit on self-rated and supervisor-rated performance and examines the significant mediating role of three types of emotion.

Role of burnout on job level, job satisfaction, and task performance

2017 ◽  
Vol 38 (5) ◽  
pp. 630-645 ◽  
Author(s):  
Won Ho Kim ◽  
Young-An Ra ◽  
Jong Gyu Park ◽  
Bora Kwon
Keyword(s):  
Job Satisfaction ◽  
Task Performance ◽  
Organizational Context ◽  
Content Type ◽  
Job Level ◽  
Mediating Role ◽  
Final Sample ◽  
The Relationship ◽  
And Task

Purpose The purpose of this paper is to examine the mediating role of burnout (i.e. exhaustion, cynicism, professional inefficacy) in the relationship between job level and job satisfaction as well as between job level and task performance. Design/methodology/approach The final sample included 342 Korean workers from selected companies. The authors employed the Hayes (2013) PROCESS tool for analyzing the data. Findings The results showed that all three subscales of burnout (i.e. exhaustion, cynicism, professional inefficacy) mediate the relationship between job level and job satisfaction. However, only two mediators (i.e. cynicism, professional inefficacy) indicated the mediating effects on the association between job level and task performance. Originality/value This research presented the role of burnout on the relationships between job level, job satisfaction, and task performance especially in South Korean organizational context. In addition to role of burnout, findings should prove helpful in improving job satisfaction and task performance. The authors provide implications and limitations of the findings.

Do disclosure and transparency affect bank’s financial performance?

2019 ◽  
Vol 19 (6) ◽  
pp. 1344-1361
Author(s):  
Isaiah Oino
Keyword(s):  
Risk Management ◽  
Corporate Governance ◽  
Financial Performance ◽  
Financial Institutions ◽  
Content Type ◽  
Loan Portfolios ◽  
Cent Level ◽  
Transparency And Disclosure ◽  
The Impact

Purpose The purpose of this paper is to examine the impact of transparency and disclosure on the financial performance of financial institutions. The emphasis is on assessing transparency and disclosure; auditing and compliance; risk management as indicators of corporate governance; and understanding how these parameters affect bank profitability, liquidity and the quality of loan portfolios. Design/methodology/approach A sample of 20 financial institutions was selected, with ten respondents from each, yielding a total sample size of 200. Principal component analysis (PCA), with inbuilt ability to check for composite reliability, was used to obtain composite indices for the corporate governance indicators as well as the indicators of financial performance, based on a set of questions framed for each institution. Findings The analysis demonstrates that greater disclosure and transparency, improved auditing and compliance and better risk management positively affect the financial performance of financial institutions. In terms of significance, the results show that as the level of disclosure and transparency in managerial affairs increases, the performance of financial institutions – as measured in terms of the quality of loan portfolios, liquidity and profitability – increases by 0.3046, with the effect being statistically significant at the 1 per cent level. Furthermore, as the level of auditing and the degree of compliance with banking regulations increases, the financial performance of banks improves by 0.3309. Research limitations/implications This paper did not consider time series because corporate governance does not change periodically. Practical implications This paper demonstrates the importance of disclosure and transparency in managerial affairs because the performance of financial institutions, as measured in terms of loan portfolios, liquidity and profitability, increases by 0.4 when transparency and disclosure improve, with this effect being statistically significant at the 1 per cent level. Originality/value The use of primary data in assessing the impact of corporate governance on financial performance, instead of secondary data, is the primary novelty of this study. Moreover, PCA is used to assess the weight of the various parameters.

scholarly journals Knowledge sharing in open source software communities: motivations and management

2015 ◽  
Vol 19 (4) ◽  
pp. 791-813 ◽  
Author(s):  
Zilia Iskoujina ◽  
Joanne Roberts
Keyword(s):  
Knowledge Sharing ◽  
Open Source ◽  
Open Source Software ◽  
Online Communities ◽  
Descriptive Analysis ◽  
Online Questionnaire ◽  
Content Type ◽  
The Individual ◽  
The Impact

Purpose – This paper aims to add to the understanding of knowledge sharing in online communities through an investigation of the relationship between individual participant’s motivations and management in open source software (OSS) communities. Drawing on a review of literature concerning knowledge sharing in organisations, the factors that motivate participants to share their knowledge in OSS communities, and the management of such communities, it is hypothesised that the quality of management influences the extent to which the motivations of members actually result in knowledge sharing. Design/methodology/approach – To test the hypothesis, quantitative data were collected through an online questionnaire survey of OSS web developers with the aim of gathering respondents’ opinions concerning knowledge sharing, motivations to share knowledge and satisfaction with the management of OSS projects. Factor analysis, descriptive analysis, correlation analysis and regression analysis were used to explore the survey data. Findings – The analysis of the data reveals that the individual participant’s satisfaction with the management of an OSS project is an important factor influencing the extent of their personal contribution to a community. Originality/value – Little attention has been devoted to understanding the impact of management in OSS communities. Focused on OSS developers specialising in web development, the findings of this paper offer an important original contribution to understanding the connections between individual members’ satisfaction with management and their motivations to contribute to an OSS project. The findings reveal that motivations to share knowledge in online communities are influenced by the quality of management. Consequently, the findings suggest that appropriate management can enhance knowledge sharing in OSS projects and online communities, and organisations more generally.

Shareholder risk-taking incentives in the presence of contingent capital

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mahmoud Fatouh ◽  
Ayowande A. McCunn
Keyword(s):  
Risk Taking ◽  
Banking System ◽  
Capital Requirements ◽  
Content Type ◽  
Basic Model ◽  
Conversion Rates ◽  
A Minor ◽  
The Impact ◽  
Practical Implications

Purpose This paper aims to present a model of shareholders’ willingness to exert effort to reduce the likelihood of bank distress and the implications of the presence of contingent convertible (CoCo) bonds in the liabilities structure of a bank. Design/methodology/approach This study presents a basic model about the moral hazard surrounding shareholders willingness to exert effort that increases the likelihood of a bank’s success. This study uses a one-shot game and so do not capture the effects of repeated interactions. Findings Consistent with the existing literature, this study shows that the direction of the wealth transfer at the conversion of CoCo bonds determines their impact on shareholder risk-taking incentives. This study also finds that “anytime” CoCos (CoCo bonds trigger-able anytime at the discretion of managers) have a minor advantage over regular CoCo bonds, and that quality of capital requirements can reduce the risk-taking incentives of shareholders. Practical implications This study argues that shareholders can also use manager-specific CoCo bonds to reduce the riskiness of the bank activities. The issuance of such bonds can increase the resilience of individual banks and the whole banking system. Regulators can use restrictions on conversion rates and/or requirements on the quality of capital to address the impact of CoCo bonds issuance on risk-taking incentives. Originality/value To model the risk-taking incentives, authors generally modify the asset processes to introduce components that reflect asymmetric information between CoCo holders and shareholders and/or managers. This paper follows a simpler method similar to that of Holmström and Tirole (1998).

Impact of embodiment on attitude strength

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Sunaina Shrivastava ◽  
Gaurav Jain ◽  
JaeHwan Kwon ◽  
Dhananjay Nayakankuppam
Keyword(s):  
Undergraduate Students ◽  
Cognitive Process ◽  
Target Object ◽  
Attitude Strength ◽  
Quality Of Information ◽  
Content Type ◽  
Lab Experiments ◽  
Attitude Accessibility ◽  
The Impact

Purpose Traditionally, it has been held that strong attitudes are a result of the conscious cognitive process of elaboration where one engages in effortful issue-relevant thinking. The purpose of this study is to show that attitude strength can follow from processes not just limited to elaboration – as a function of certain embodied states. This study examines bodily manipulations that could alter perceptions about the quality of the information describing a target (e.g. notion of “hard/soft” evidence), and, find that such an embodiment leads one to have strong attitudes toward the target object. This study proposes an attitude-rehearsal-based mechanism to explain the phenomenon. Design/methodology/approach This study have relied on lab experiments as a methodology – undergraduate students and American residents served as participants. This study have conducted a pre-registered study as well. Findings In the work, the study shows that strong attitudes can result from processes not just limited to elaboration, as a function of certain embodied states. This paper examines bodily manipulations that could alter perceptions about the quality of information describing the target (e.g. notion of “hard vs soft”; “converging vs diverging” information), and, find that such an embodiment leads one to have strong attitudes toward the target. This study consistently observed that the bodily manipulations influence attitude accessibility, a direct and operational indicator of attitude strength. This study further validates an attitude-rehearsal-based mechanism to explain the observed phenomenon. Originality/value While much work has investigated the impact of embodiment on attitudes, little attention has been paid to whether, and, how embodied states can impact the “strength” of the attitude without impacting the attitude itself – to the knowledge, this paper is the first to document this. Moreover, traditionally, it has been held that strong attitudes are a result of the conscious cognitive process of elaboration where one engages in effortful issue-relevant thinking. This study however shows that attitude strength can follow from processes not just limited to elaboration – as a function of certain embodied states.

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