TY - JOUR
T1 - Libra
T2 - On linkedin based role ambiguity and its relationship with wellbeing and job performance
AU - Saha, Koustuv
AU - Reddy, Manikanta D.
AU - Mattingly, Stephen M.
AU - Moskal, Edward
AU - Sirigiri, Anusha
AU - Choudhury, Munmun D.E.
N1 - Funding Information:
This research is supported in part by the Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research Projects Activity (IARPA), via IARPA Contract No. 2017-17042800007. The views and conclusions contained herein are those of the authors and should not be interpreted as necessarily representing the official policies, either expressed or implied, of ODNI, IARPA, or the U.S. Government. The U.S. Government is authorized to reproduce and distribute reprints for governmental purposes notwithstanding any copyright annotation therein. We thank the entire Tesserae team for their invaluable contributions in realizing the goals of this project. We also thank Sindhu Ernala, Vedant Das Swain, Shagun Jhaver, Dong Whi Yoo, Stevie Chancellor, and the members of the Social Dynamics and Wellbeing Lab at Georgia Tech for their feedback.
Publisher Copyright:
© 2019 Association for Computing Machinery.
PY - 2019/11
Y1 - 2019/11
N2 - Job roles serve as a boundary between an employee and an organization, and are often considered building blocks in understanding the behavior and functioning of organizational systems. However, a lack of clarity about one’s role, that is, one’s work responsibilities and degree of authority, can lead to absenteeism, turnover, dissatisfaction, stress, and lower workplace performance. This paper proposes a methodology to quantitatively estimate role ambiguity via unobtrusively gathered data from LinkedIn, shared voluntarily by a cohort of information workers spanning multiple organizations. After successfully validating this LinkedIn based measure of Role Ambiguity, or LibRA against a state-of-the-art gold standard, drawing upon theories in organizational psychology, we examine the efficacy and convergent validity of LibRA in explaining established relationships of role ambiguity with wellbeing and performance measures of individuals. We find that greater LibRA is associated with depleted wellbeing, such as increased heart rate, increased arousal, decreased sleep, and higher stress. In addition, greater LibRA is associated with lower job performance such as decreased organizational citizenship behavior and decreased individual task performance. We discuss how LibRA can help fill gaps in state-of-the-art assessments of role ambiguity, and the potential of this measure in building novel technology-mediated strategies to combat role ambiguity in organizations.
AB - Job roles serve as a boundary between an employee and an organization, and are often considered building blocks in understanding the behavior and functioning of organizational systems. However, a lack of clarity about one’s role, that is, one’s work responsibilities and degree of authority, can lead to absenteeism, turnover, dissatisfaction, stress, and lower workplace performance. This paper proposes a methodology to quantitatively estimate role ambiguity via unobtrusively gathered data from LinkedIn, shared voluntarily by a cohort of information workers spanning multiple organizations. After successfully validating this LinkedIn based measure of Role Ambiguity, or LibRA against a state-of-the-art gold standard, drawing upon theories in organizational psychology, we examine the efficacy and convergent validity of LibRA in explaining established relationships of role ambiguity with wellbeing and performance measures of individuals. We find that greater LibRA is associated with depleted wellbeing, such as increased heart rate, increased arousal, decreased sleep, and higher stress. In addition, greater LibRA is associated with lower job performance such as decreased organizational citizenship behavior and decreased individual task performance. We discuss how LibRA can help fill gaps in state-of-the-art assessments of role ambiguity, and the potential of this measure in building novel technology-mediated strategies to combat role ambiguity in organizations.
KW - Job performance
KW - LinkedIn
KW - Passive sensing
KW - Productivity
KW - Role ambiguity
KW - Social media
KW - Stress
KW - Wellbeing
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UR - http://www.scopus.com/inward/citedby.url?scp=85075053507&partnerID=8YFLogxK
U2 - 10.1145/3359239
DO - 10.1145/3359239
M3 - Article
AN - SCOPUS:85075053507
SN - 2573-0142
VL - 3
JO - Proceedings of the ACM on Human-Computer Interaction
JF - Proceedings of the ACM on Human-Computer Interaction
IS - CSCW
M1 - 137
ER -