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Articles 31 - 60 of 207
Full-Text Articles in Industrial and Organizational Psychology
Mind Wandering As A Result Of Failed Self-Regulation: An Examination Of Novel Antecedents, Kent Etherton
Mind Wandering As A Result Of Failed Self-Regulation: An Examination Of Novel Antecedents, Kent Etherton
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The purpose of this study was to examine the role of self-regulatory mechanisms when predicting mind wandering. I collected data from a sample of undergraduate psychology students (N = 168) and full-time workers (N = 660). The hypothesized model did not produce acceptable fit. However, through alternative model testing, I discovered a well-fitting model of self-regulatory predictors of mind wandering. These results contributed to the literature by providing evidence that motivational mechanisms significantly predict mind wandering in both student and work contexts and raise issues relating to 1) the uni- versus multi-dimensionality of approach and avoid-motivational temperaments, 2) distinctions between …
Understanding Human Decision Making With Automation Using Systems Factorial Technology, Cara M. Kneeland
Understanding Human Decision Making With Automation Using Systems Factorial Technology, Cara M. Kneeland
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While many researchers have investigated the performance consequences of automated recommender systems, little research that has explored how these systems impact the decision making process. The purpose of this dissertation is to examine how people process information from an automated recommender system and raw information from the en- vironment using Systems Factorial Technology (SFT). Participants completed a speeded length judgment task with a reliable but imperfect aid. Experiment 1 focused on whether people process all the available information or are selective in their information search under certain circumstances (e.g., with performance incentives and with more experience with automation failures in …
Promises And Pitfalls Of Machine Learning Classifiers For Inter-Rater Reliability Annotation, Lucille Dorothy Ayres
Promises And Pitfalls Of Machine Learning Classifiers For Inter-Rater Reliability Annotation, Lucille Dorothy Ayres
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Qualitative data result from observation, video, and dialogue. These types of data are flexible and allow us to study behavior without imposing potentially disruptive data collection methods. However, subsequent quantitative analysis requires a time consuming, labor intensive initial coding process, and a second manual coding to calculate inter-rater reliability. I examined the use of machine learning algorithms to reduce the amount of manual annotation work required to perform inter-rater reliability measures on text data. By comparing machine-human and human-human raters using Cohen’s Kappa statistic and an informal analysis of the features used in machine learning classification, I identify the promise …
The Predictive Power Of Machiavellianism, Emotional Manipulation, Agreeableness, And Emotional Intelligence On Counterproductive Work Behaviors, Ryan L. Walters
The Predictive Power Of Machiavellianism, Emotional Manipulation, Agreeableness, And Emotional Intelligence On Counterproductive Work Behaviors, Ryan L. Walters
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Characteristics of Machiavellian individuals include a propensity to manipulate and deceive others, making them susceptible to committing counterproductive work behaviors (Deshong et al., 2014). Machiavellians endorse emotional manipulation as a tactic to achieve desirable outcomes, and experience deficits in emotional intelligence and agreeableness (Austin at al., 2007). The purpose of my study is to examine Machiavellianism and emotional intelligence and their relationships to counterproductive work behaviors. I collected survey results via Amazon MTURK with a sample of 153 participants. Bivariate correlation analyses show that Machiavellianism positively predicted Emotional Manipulation and negatively predicted Emotional Intelligence. Emotional manipulation was found to partially …
Capturing Intentional Testing Of An Automated System, Abraham Haskins
Capturing Intentional Testing Of An Automated System, Abraham Haskins
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Users change their behavior when interacting with automated systems based upon their trust levels. Users faced with an unknown system will adjust their trust levels as they learn more about that system. Past automation trust research has implicitly assumed that users are passive recipients of information when interacting with new systems. Feedback-seeking behavior, a pattern of behavior involving actively eliciting information about one’s performance, is a well-researched concept within interpersonal research. Applying this interpersonal research to the domain of automation, I examined cases in which individuals sought feedback regarding the reliability of an unfamiliar automated system by asking for answers …
An Interaction Between Anthropomorphism And Personality On Trust In Automated Systems, Abraham Haskins
An Interaction Between Anthropomorphism And Personality On Trust In Automated Systems, Abraham Haskins
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Automated assistance is increasingly being implemented in domains ranging from healthcare to transportation. The reason for the tendency for certain users to trust or mistrust automated assistance has been studied to mixed effect. I examined the effect of anthropomorphism as an independent factor on user trust. In addition, I examined the potential for anthropomorphism to act as a moderator between the personality traits of a user and the trust a user demonstrates in the automated aid. Though the participants in the anthropomorphic condition did view the assistant as more human-like, the level of anthropomorphism had no effect on user behavior. …
Role Overload: Examining The Definition And Measurement Of A Common Work Stressor, Sean Becker
Role Overload: Examining The Definition And Measurement Of A Common Work Stressor, Sean Becker
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Researchers previously gave considerable attention to role overload as a predictor of employee health, job attitudes, and behavior. However, the validity and conceptualization of role overload measures have been questioned and show inconsistent results. In response to the issues with role overload measures, the researcher developed a new measure of total role overload, consisting of two work related dimensions, qualitative and quantitative. These dimensions were crossed with “data people and things” to provide diagnostic ability and one non-work-related dimension of family role overload to contextualize the individual’s life. The researcher conducted three studies to examine the psychometric qualities of the …
Role Overload: Examining The Definition And Measurement Of A Common Work Stressor, Sean Becker
Role Overload: Examining The Definition And Measurement Of A Common Work Stressor, Sean Becker
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Researchers previously gave considerable attention to role overload as a predictor of employee health, job attitudes, and behavior. However, the validity and conceptualization of role overload measures have been questioned and show inconsistent results. In response to the issues with role overload measures, the researcher developed a new measure of total role overload, consisting of two work related dimensions, qualitative and quantitative. These dimensions were crossed with “data people and things” to provide diagnostic ability and one non-work-related dimension of family role overload to contextualize the individual’s life. The researcher conducted three studies to examine the psychometric qualities of the …
Ecological Interface Design For Flexible Manufacturing Systems: An Empirical Assessment Of Direct Perception And Direct Manipulation In The Interface, Dylan G. Cravens
Ecological Interface Design For Flexible Manufacturing Systems: An Empirical Assessment Of Direct Perception And Direct Manipulation In The Interface, Dylan G. Cravens
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Four interfaces were developed to factorially apply two principles of ecological interface design (EID; direct perception and direct manipulation) to a flexible manufacturing system (FMS). The theoretical foundation and concepts employed during their development, with findings related to more significant issues regarding interface design for complex socio-technical systems, are discussed. Key aspects of cognitive systems engineering (CSE) and EID are also discussed. An FMS synthetic task environment was developed, and an experiment was conducted to evaluate real-time decision support during supervisory operations. Participants used all four interfaces to supervise and maintain daily part production at systematically varied levels of difficulty …
Confidence In Organizational Science Procedures: Development And Measurement Of A Novel Construct, Alice Pyclik
Confidence In Organizational Science Procedures: Development And Measurement Of A Novel Construct, Alice Pyclik
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Adopting organizational science recommendations can lead to beneficial outcomes, but there is a gap between what scientists recommend and what managers do. This research introduced the construct of confidence in organizational science procedures (COSP), which refers to an individual’s belief that organizational science findings a) are accurate, b) are important, and c) should be applied in organizations. In addition to introducing COSP, the purposes of this research were to develop a measure of COSP and test hypotheses related to the nomological network of this construct. First, 29 participants completed an item sorting task, providing content validity information for the COSP …
Trust Discounting In The Multi-Arm Trust Game, Michael Collins
Trust Discounting In The Multi-Arm Trust Game, Michael Collins
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Social interactions are complex and constantly changing decision making environments. Prior research (Mayer, Davis, & Schoorman, 1995) has found that people use their trust in others as a criterion for decision making during social interactions. Trust is not only relevant for human-human interaction, but has also been found to be important for human-machine interaction as well, which is becoming a growing feature in many work domains (De Visser et al., 2016). Prior research on trust has attempted to identify the behavioral characteristics an individual (trustor) uses to assess the trustworthiness of another (trustee) to determine the trustor's level of trust. …
Discriminating Targets Among Distractors In A Virtual Shopping Environment With Different Rack Orientations: Testing A Model Of Visibility, Tyler Sinclair Whitlock
Discriminating Targets Among Distractors In A Virtual Shopping Environment With Different Rack Orientations: Testing A Model Of Visibility, Tyler Sinclair Whitlock
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Objective: This study measured observers’ abilities to identify letter targets distributed among number distractors in a virtual shopping environment. Head-turning behavior was also continuously recorded throughout each trial. The data were then used to test whether a model’s prediction for the duration of visibility needed for target detection in a virtual shopping environment (Parikh & Mowrey, 2014) generalize to the more realistic shopping task of identifying a target on a shelf. Currently, the model predicts the visibility of the locations of targets in traditional racks oriented 90° to the aisle (perpendicular) as well as racks oriented at 30°, 45, 135°, …
Examining The Role Of Trust In Peer-Assisted Learning, Peter Crowe
Examining The Role Of Trust In Peer-Assisted Learning, Peter Crowe
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Team and peer-assisted learning methodologies are becoming increasingly prevalent in both academia and industry. Learning with others is used with the assumption that individuals learn better in groups. The studies in this paper examine aspects of Peer-Assisted Learning in order to understand whether the claims of improved individual learning are substantiated, and if so, how that improved learning occurs. The cognitive mechanism examined in the studies below is the development of trust between peers on a learning task. Participants were selected from Wright State University and were predominantly undergraduate Psychology 101 students. Results indicated that Peer-Assisted Learning conditions did not …
Assessing Implicit Leadership And Followership Theories, Daniel Bashore
Assessing Implicit Leadership And Followership Theories, Daniel Bashore
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Implicit Leadership and Followership Theories (ILTs and IFTs, respectively) are individuals’ schemas composed of attributes that characterize leaders and followers. ILTs and IFTs are commonly measured through direct measures, however, researchers have questioned the validity of popular direct measures. With better and more parallel measures, we can examine the extent to which individuals think about leaders and followers as similar or dissimilar. Also, although substantial research has examined predictors of explicit leadership and leaders’ behavior, little research has attempted to examine antecedents of implicit leadership or followership. Using a sample of working adults (N = 243), the current study created …
Attitude Strength And Situational Strength As Moderators Of The Job Satisfaction – Job Performance Relationship, Joseph William Dagosta
Attitude Strength And Situational Strength As Moderators Of The Job Satisfaction – Job Performance Relationship, Joseph William Dagosta
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Workers who are satisfied with their jobs are better performers, but prior research has found a plethora of moderating variables between job satisfaction and job performance (Ostroff, 1992, Schleicher, Watt, & Greguras, 2004; Spector, 1997). Prior research has suggested that job attitude strength can strengthen the relationship between job satisfaction and job performance and that the relationships between personality variables and extra-role job performance are stronger in weak rather than strong workplace situations (Meyer et al., 2014; Shleicher et al., 2015). In the current study, I investigated the interaction between job satisfaction, job attitude strength, and situational strength on job …
Extraversion And Emotional Expressiveness: Moderators Of The Relationship Between Curmudgeon Personality And The Quality Of Social Relationships, Md Rashedul Islam
Extraversion And Emotional Expressiveness: Moderators Of The Relationship Between Curmudgeon Personality And The Quality Of Social Relationships, Md Rashedul Islam
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Curmudgeon personality, the extent to which a person dislikes most things, has recently received increased attention from researchers. Existing research has focused on either the relationships between curmudgeon personality and Big Five personality factors (e.g., extraversion, agreeableness) or curmudgeon personality and various workplace outcomes (e.g., job satisfaction, organizational commitment, and turnover intention). The current research examined whether curmudgeon personality and other personality traits (i.e., extraversion and emotional expressiveness) interact with each other to influence the quality of individuals’ social relationships at work. Analyses using an MTurk dataset (N = 529) showed some evidence of these interaction effects though some directions …
What Are You Looking At? Using Eye-Tracking To Provide Insight Into Careless Responding, Cheyna Katherine Brower
What Are You Looking At? Using Eye-Tracking To Provide Insight Into Careless Responding, Cheyna Katherine Brower
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Careless responding (CR), also called insufficient effort responding (IER), occurs when survey participants respond to items without regard to item content. The presence of careless responding threatens the validity of inferences made from self-report data (Huang et al., 2012; Huang et al., 2015), thus careless responding must be identified and removed to trust inferences made based on self-report survey data. Using a sample of 59 undergraduate students, this study uses eye-tracking data to assess the validity of existing careless responding indices and to provide insight into the nature of careless responding. Although influenced by measurement error in the eye-tracking indices, …
Comparing Dichotomous And Polytomous Items Using Item Response Trees, Daniel Jenkins
Comparing Dichotomous And Polytomous Items Using Item Response Trees, Daniel Jenkins
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Research on the optimal number of response options on graphic rating scales has yielded mixed results such as that more scale points are better; there is an optimal range; or that it does not matter. The present study compared the psychometric properties of dichotomous and polytomous personality items using several methods of scoring including summed scores, item response theory (IRT), and item response trees. It was found that regression models based on dichotomous items explained similar amounts of variance in careless responding as models based on polytomous items. In addition, scores from dichotomous models were more closely related to the …
Induction And Transferral Of Flow In The Game Tetris, Kevin John O'Neill
Induction And Transferral Of Flow In The Game Tetris, Kevin John O'Neill
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We looked at the facilitation and transfer of a flow state in a cognitive context. Subjects played a manipulated version of the game Tetris, and we gathered data on their gameplay performance on pre- and post-tasks, as well as a set of questionnaires which measure flow and perceived task effort. The altered version of Tetris includes an artificial intelligence agent that continually assesses the participant’s skill and adapts the challenge level of the game to match the participant’s skill. An adaptive condition characterized by challenge-skill balance was hypothesized to induce flow, reduce perception of effort, and improve performance. We found …
Impact Of Spatial Variability And Masker Fringe On The Detectability Of A Brief Signal, Michelle H. Wang
Impact Of Spatial Variability And Masker Fringe On The Detectability Of A Brief Signal, Michelle H. Wang
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The effect of masker spatial variability and masker fringe on the perception of a brief tone in noise was investigated in a detection task. Simpson (2011) found large effects of spatial variability (randomizing masker locations from trial to trial) in a masked localization experiment, as well as two effects of masker fringe (masking noise before the onset of the target): 1) cuing the masker location (spatial cuing effect) and 2) temporally separating the onset of the masker and the onset of the target (onset effect). In contrast, in detection studies, the effects of masker spatial variability are small (e.g., Bernstein …
Who Is Better And Who Is Best? What Differentiates Stars From The Rest, Montana R. Woolley
Who Is Better And Who Is Best? What Differentiates Stars From The Rest, Montana R. Woolley
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Star employees have significant influences on the successes or failures of organizations. Current research on stars has not addressed who a star is or how stars are different from other good employees. In this study I tested the efficacy of a proposed definition of star employees and verified the accuracy of other previously established characteristics and behaviors associated with stars. In addition, I qualitatively explored managers’ perceptions of star employees. The study consisted of two separate samples: managers identified on MTurk (n = 40) and high-level executives from various industries (n = 46). Participants provided a series of open responses …
Antecedents Of Voice: The Moderating Role Of Proactive Personality, Alice Pyclik
Antecedents Of Voice: The Moderating Role Of Proactive Personality, Alice Pyclik
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When employees are dissatisfied, they can choose a destructive solution such as quitting, or they can use voice to effect organizational change. A sample of 277 full-time employees in the United States responded to an online survey of voice, ethical leadership, core self-evaluation, proactive personality, affective commitment, and several control variables. Results from simple, multiple, and hierarchical regression analyses indicated that ethical leadership, core self-evaluation, and proactive personality have positive relationships with voice. In addition, ethical leadership facilitates voice through the path of affective commitment. Proactive personality compensates for low levels of affective commitment. Thus, managers can increase voice among …
Stop What You’Re Doing, Right Now! Effects Of Interactive Messages On Careless Responding, Anthony Gibson
Stop What You’Re Doing, Right Now! Effects Of Interactive Messages On Careless Responding, Anthony Gibson
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Careless responding (CR) can negatively affect the quality of self-report data and thus the resulting conclusions researchers draw from the data. The purpose of the current study was to investigate whether interactive warnings, which alert careless respondents in real time, reduce CR more than traditional, non-interactive warnings. I used a 4 x 4 mixed factorial design to examine these relationships. The between group factor was the type of warning used, which consisted of four levels (i.e., a control, no warning group, a traditional, non-interactive warning, an interactive threatening warning message, and an interactive encouraging message), and the within person factor …
Gauging Human Performance With An Automated Aid In Low Prevalence Conditions, Cara M. Zinn
Gauging Human Performance With An Automated Aid In Low Prevalence Conditions, Cara M. Zinn
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When receiving assistance from an automated aid, human operators do not necessarily perform better than without the automated aid. The current work explored the impact of integrating the automated aid with the task information in low prevalence conditions. Specifically, this work compares displays where the automated aid was integrated with task information in general or with more meaningful task information. Subjects performed a speeded judgment task with the assistance of an automated aid, varying in display type, difficulty, and prevalence. Results indicated that there was no effect of display type or prevalence on human temporal performance, and that the effect …
Identifying Diversity Of Thought On Social Media, Beth Bullemer
Identifying Diversity Of Thought On Social Media, Beth Bullemer
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This dissertation considers what it means to think differently, using naturalistic verbal evidence. This problem is inspired by a gap within the Wisdom of the Crowd (WoC) literature, but relevant to the study of language processes, mental models, and the vast emerging resource of social media data. I propose a methodological framework to characterize diversity of thought through the quantification of social media data. Four stages of research considered: a) the properties of a sample domain, b) how to identify and select diagnostic content using classification methods, c) how to quantify qualitative content in order to categorize and compare individuals, …
A Situational Judgment Test Of Self-Control And Its Relationship To Academic Performance: Development Of A New Measure, Michael Brady
A Situational Judgment Test Of Self-Control And Its Relationship To Academic Performance: Development Of A New Measure, Michael Brady
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Personality has been extensively researched but the literature has not lived up to its potential for application. Personality variables such as self-control can identify qualified applicants, while minimizing adverse impact. I designed two SJT measure of self-control. The first SJT was hypothesized to predict college grade point average. The second SJT was hypothesized to predict counterproductive work behavior. I administered the first SJT to 676 undergraduates. I administered the second SJT to 608 employed people. Most hypotheses were fully supported. Both SJTs had incremental validity over and above self-report personality measures. The results demonstrate the potential of SJTs to measure …
Prevalence Visual Search: Optimal Performance And The Description-Experience Gap, Hanshu Zhang
Prevalence Visual Search: Optimal Performance And The Description-Experience Gap, Hanshu Zhang
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Real-world visual search differs significantly from the laboratory task. One distinct feature is that most targets in real-world visual search are low prevalence. Considering the important practical connections between the laboratory study and applied research, there has been a resurgence in exploring prevalence effects on visual search performance, especially the effect that targets are more likely to be missed when they have low prevalence. Though there is a consensus that target misses are due to a liberal criterion, previous studies failed to consider the potentiality of optimal performance from the perspective of Signal Detection Theory, which also predicts a the …
Spatialized Auditory And Vibrotactile Cueing For Dynamic Three-Dimensional Visual Search, Rachel J. Cunio
Spatialized Auditory And Vibrotactile Cueing For Dynamic Three-Dimensional Visual Search, Rachel J. Cunio
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The traditional method of maintaining spatial awareness through visual displays can cause visual system overload and lead to performance decrements. This study examined the benefits of spatialized auditory, tactile, and audio-tactile cues for maintaining awareness as a method of enhancing visual search performance. I examined visual search performance in an immersive, dynamic, three-dimensional (360-degree), virtual reality environment with no cues, spatialized auditory cues, degraded spatialized auditory cues, spatialized tactile cues, spatialized audio-tactile cues, and degraded spatialized auditory with tactile cues. Results indicated a significant reduction in visual search time from the no-cue condition when any cues were presented. The tactile …
Neurobehavioral Effects Of Multi-Tasking, Elizabeth Lynn Fox
Neurobehavioral Effects Of Multi-Tasking, Elizabeth Lynn Fox
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The progression of technology and adaptive automation has shown tremendous promise in reducing both physical and mental task demands, while allowing the maintenance or improvement of overall performance. Consequently, a user is able to maintain task performance with relatively more ease and reallocate spare time and energy to additional tasks. Quantifying the resources that one has left is an ongoing, relatively open, research objective for human factors psychologists. Here, we created a standardized, individual-level metric to serve as an estimate of multi-tasking efficiency. We go beyond just rank-order, or categorical labels of suffering from, benefiting from, or adequately maintaining performance …
Learned Helplessness In Industrial-Organizational Psychology: Relationships With Locus Of Control, Self-Efficacy, And Feedback-Seeking Behavior, Nicholas Kovacs
Learned Helplessness In Industrial-Organizational Psychology: Relationships With Locus Of Control, Self-Efficacy, And Feedback-Seeking Behavior, Nicholas Kovacs
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Researchers have suggested that self-efficacy and feedback-seeking behavior (FSB) are effective in enhancing performance. To improve performance in the workplace, research should focus on how psychologists can enhance these constructs in employees. Though locus of control (LOC) relates to self-efficacy and increased FSB, research has revealed issues in LOC (e.g., failure to predict performance, range restriction, failure to predict behaviors). The current study examined the effects of perceived “lack of control”, learned helplessness, over LOC on both self-efficacy and FSB in two different samples: a student sample (N = 321) and a work sample (N = 794). Learned helplessness accounted …