Fuzzy Profiles

2018 ◽  
Vol 21 (4) ◽  
pp. 877-904 ◽  
Author(s):  
Allison S. Gabriel ◽  
Joanna Tochman Campbell ◽  
Emilija Djurdjevic ◽  
Russell E. Johnson ◽  
Christopher C. Rosen
Keyword(s):  
Emotional Labor ◽  
Latent Profile Analysis ◽  
Turnover Intentions ◽  
Profile Analysis ◽  
Qualitative Comparative Analysis ◽  
Well Being ◽  
Business Strategies ◽  
Firm Level ◽  
Organizational Scholarship ◽  
Empirical Demonstration

Person-centered approaches to organizational scholarship can provide critical insights into how sets of related constructs uniquely combine to predict outcomes. Within micro topics, scholars have begun to embrace the use of latent profile analysis (LPA), identifying constellations of constructs related to organizational commitment, turnover intentions, emotional labor, recovery, and well-being, to name a few. Conversely, macro scholars have utilized fuzzy set qualitative comparative analysis (fsQCA) to examine numerous phenomena, such as acquisitions and business strategies, as configurations of explanatory conditions associated with firm-level outcomes. What remains unclear, however, is the extent to which these two approaches deliver similar versus unique insights when applied to the same topic. In this paper, we offer an overview of the ways these two methods converge and diverge, and provide an empirical demonstration by applying both LPA and fsQCA to examine a multidimensional personality construct—core self-evaluations (CSE)—in relation to job satisfaction. In so doing, we offer guidance for scholars who are either choosing between these two methods, or are seeking to use the two methods in a complementary, theory-building manner.

scholarly journals Emotional labor actors, well-being, and objective performance

2017 ◽  
Vol 30 (3) ◽  
pp. 393-413
Author(s):  
ChoonShin Park ◽  
JaeYoon Chang
Keyword(s):  
Job Satisfaction ◽  
Emotional Exhaustion ◽  
Emotional Labor ◽  
Latent Profile Analysis ◽  
Profile Analysis ◽  
Well Being ◽  
The Other ◽  
Deep Acting ◽  
Combined Use ◽  
Objective Performance

To manage the emotional labor demands, employees may primarily rely on one strategy or the other while they may use surface and deep acting in conjunction. However, most research on emotional labor have investigated how two emotional labor strategies function to predict employee well-being separately. This variable-centered perspective is difficult to capture subpopulations of employees who may differ in their combined use of surface and deep acting. Using latent profile analysis, the current study examined potential emotional labor profiles from a person-centered perspective. We identified 5 emotional labor profiles: trying yet faking, some faking, high deep actors, high regulators, and moderates. Also this profiles differently predicted employee well-being (emotional exhaustion and job satisfaction) and objective performance (new sales and member increase). The present study captured the particular conditions in which emotional labor may lead to positive or negative outcomes for employees and organizations.

Emotional Labor and Occupational Well-Being

2015 ◽  
Vol 36 (1) ◽  
pp. 30-37 ◽  
Author(s):  
Francis Cheung ◽  
Vivian Miu-Chi Lun
Keyword(s):  
Job Satisfaction ◽  
Emotional Labor ◽  
Latent Profile Analysis ◽  
Profile Analysis ◽  
Well Being ◽  
Surface Acting ◽  
Job Outcomes ◽  
Behavioral Profile ◽  
Person Centered Approach ◽  
Different Levels

In the last three decades, emotional labor has been conceptualized as comprising three strategies, namely, surface acting, deep acting, and expression of naturally felt emotion. Research suggested that each emotional labor strategy relates differently to various health and job outcomes, such as burnout and job satisfaction. These findings and the conclusions drawn are predicated on compartmentalized treatment of the three strategies. A fundamental yet unresolved question concerns whether employees adopt more than one type of emotional labor in the workplace. In this study, we adopted latent profile analysis (LPA) to examine the behavioral profile (i.e., class) of employees’ deployment of emotional labor strategies and how these profiles relate to job satisfaction and burnout. Three latent classes were identified, and the results showed that employees with these different profiles reported significantly different levels of job satisfaction and burnout. These results provide support to a person-centered approach to understand the outcomes of performing emotional labor.

scholarly journals A comprehensive conceptual and bibliometric study of person-centered methodologies

2021 ◽  
Author(s):  
Andrea Rey-Martí ◽  
Pau Sendra-Pons ◽  
Dolores Garzón ◽  
Alicia Mas-Tur
Keyword(s):  
Latent Profile Analysis ◽  
Profile Analysis ◽  
Qualitative Comparative Analysis ◽  
Social Science Research ◽  
Science Research ◽  
Organizational Studies ◽  
Current State ◽  
Depth Analysis ◽  
Organizational Scholarship

AbstractPerson-centered approaches, such as latent profile analysis (LPA) and qualitative comparative analysis (QCA), have gained in popularity in organizational scholarship because of their ability to provide insight into how interrelations between a group of conditions can lead to a particular outcome. Despite the growing acceptance of person-centered approaches in social science research, traditional variable-centered approaches continue to prevail, although their dominance is increasingly questioned. This paper offers in-depth analysis of the current state of QCA and LPA from both a conceptual and a bibliometric perspective. This study thus aims to contextualize the role of person-centered methodologies in organizational scholarship. This aim is important, given the significance of exploring novel approaches to advance knowledge in organizational research. This paper provides scholars with quantifiable and readily comparable information on the use of these emerging but promising methods in organizational studies. Ultimately, this scientific contribution sheds light on the current and prospective applications of person-centered methods in research. Moreover, it offers scholars who are considering applying these methods objective analysis of the scientific production in this area thus far.

scholarly journals Classification of Mental Health among Korean Vietnam War Veterans: A Latent Profile Analysis

2020 ◽  
Vol 4 (Supplement_1) ◽  
pp. 637-637
Author(s):  
Hyunyup Lee ◽  
Carolyn Aldwin ◽  
Sungrok Kang ◽  
Xyle Ku
Keyword(s):  
Mental Health ◽  
Vietnam War ◽  
Military Service ◽  
Latent Profile Analysis ◽  
Service Providers ◽  
Profile Analysis ◽  
Well Being ◽  
War Veterans ◽  
Vietnam War Veterans ◽  
Latent Profile

Abstract We investigated the dimensional structure of mental health among aging Korean Veterans using latent profile analysis (LPA) on posttraumatic stress disorder symptoms (PTSD), late onset stress symptomology (LOSS), and psychosocial well-being (PWB). The Korean Vietnam War Veterans Study consists of 367 men (Mage=72, SD=2.66). LPA identified five classes of mental health as best fitting the data. Most men were in the normal (38%) and moderate distress (31%) groups, while smaller proportions were in the low affect (13%) and severe distress (7%) groups. The resilient group (12%) had low PTSD, medium LOSS, and high PWB, and were highest on optimism, positive appraisals of military service, and social support. Negative and positive aspects of mental health outcomes were on separate dimensions rather than on a single bipolar dimension. Service providers should attempt to both reduce Veterans’ negative psychological symptoms and increase psychosocial well-being. Part of a symposium sponsored by the Aging Veterans: Effects of Military Service across the Life Course Interest Group.

scholarly journals Mental Health in Affectionate, Antagonistic, and Ambivalent Relationships During the COVID-19 Pandemic: A Latent Profile Analysis

2021 ◽  
Vol 12 ◽  
Author(s):  
Jasmina Mehulić ◽  
Željka Kamenov
Keyword(s):  
Mental Health ◽  
Intimate Relationships ◽  
Latent Profile Analysis ◽  
Profile Analysis ◽  
Health Indicators ◽  
Well Being ◽  
Relationship Functioning ◽  
Relationship Type ◽  
Relationship Types ◽  
Latent Profile

The ongoing coronavirus disease-2019 (COVID-19) pandemic presents an acute stressor affecting mental health. In these stressful times, intimate relationships functioning could serve as a protective or a risk factor to the well-being of partners. Adult Croatian citizens engaged in intimate relationships (N = 727) reported their relationship characteristics and assessed symptoms of depression, anxiety, and stress during the state lockdown in May 2020. Three relationship profiles based on variations in key relationship characteristics were identified using latent profile analysis. Profiles represented distinct relationship types described as affectionate, ambivalent, and antagonistic relationships. These relationship types differed in their levels of love and perception of humility, responsiveness, and behavior of the partner. Relationship type was associated with mental health symptoms such as depression, anxiety, and stress during the COVID-19 pandemic and state lockdown. Being in an affectionate relationship was associated with the lowest levels of depression, anxiety, and stress, while in an antagonistic relationship these are in the highest levels. Ambivalent relationships were characterized by moderate levels on all measured mental health indicators with no difference in anxiety compared with affectionate relationships. The results emphasized the link between relationship functioning and successful coping with mental health hazards such as the fear of disease or restrictive measures put in place to contain the COVID-19 pandemic.

scholarly journals Employee Well-Being Profiles During COVID-19 Lockdown: A Latent Profile Analysis of French and UK Employees

2021 ◽  
Vol 12 ◽  
Author(s):  
Lotta K. Harju ◽  
Joonas Rokka ◽  
Maíra Magalhães Lopes ◽  
Massimo Airoldi ◽  
Karine Raïes
Keyword(s):  
Latent Profile Analysis ◽  
Profile Analysis ◽  
Well Being ◽  
Individual Characteristics ◽  
General Level ◽  
Subjective Well Being ◽  
Financial Situation ◽  
Mixed Feelings ◽  
Cross National ◽  
Latent Profile

The coronavirus pandemic, social distancing, and lockdown measures have had an impact on employee well-being. This study uses Latent Profile Analysis to examine subjective well-being among employees during the first lockdown based on a cross-national survey in UK and France (n = 652). We identify five distinct well-being profiles, namely Moderately positive (67%), Languishing (18%), Flourishing (8%), Mixed feelings (4%), and Apathetic (3%). The results showed that while some employees were suffering, others managed to thrive and cope with the stresses of the lockdown. We also found that the profiles could be distinguished by perceived changes in financial situation and physical health as well as experienced boredom. Our study complements prior studies that examine the relations between individual characteristics and well-being during the pandemic on a general level by showing that employee well-being under lockdown is not the same across the board.

scholarly journals A typology of masspersonal information seeking repertoires (MISR): Global implications for political participation and subjective well-being

2020 ◽  
pp. 146144482093255
Author(s):  
James H Liu ◽  
Robert Jiqi Zhang ◽  
Roosevelt Vilar ◽  
Petar Milojev ◽  
Moh. Abdul Hakim ◽  
...  
Keyword(s):  
Mass Media ◽  
Political Participation ◽  
Information Seeking ◽  
Internet Use ◽  
Latent Profile Analysis ◽  
Profile Analysis ◽  
Well Being ◽  
Subjective Well Being ◽  
Transition Analysis ◽  
Interpersonal Contact

Masspersonal information seeking repertoires are a person-centered method of gaining insight into the relationship between Internet use, subjective well-being, and political participation. Through latent profile analysis, three person types were identified in two waves of stratified samples in 18 countries ( N = 8352). In accord with the “augmentation hypothesis,” high levels of interpersonal contact and traditional mass media usage covaried with high Internet use for the highly engaged type, that had highest political participation and life satisfaction, political knowledge, low depressive symptoms and also high anxiety. The other two types fit the “displacement hypothesis,” where Internet-based media displaces traditional media and face-to-face communication. Compared with the digitally immersed, the traditional repertoire was more knowledgeable and politically engaged, and had better well-being. Latent transition analysis showed these repertoires were stable over 6 months. Identifying different types of people with different information seeking styles clarifies mixed results on effects of online mass media use.

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