Interest in the problem of method biases has a long history in the behavioral sciences. Despite this, a comprehensive summary of the potential sources of method biases and how to control for them does not exist. Therefore, the purpose of this article is to examine the extent to which method biases influence behavioral research results, identify potential sources of method biases, discuss the cognitive processes through which method biases influence responses to measures, evaluate the many different procedural and statistical techniques that can be used to control method biases, and provide recommendations for how to select appropriate procedural and statistical remedies for different types of research settings.

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Common method biases in behavioral research: a critical review of the literature and recommended remedies.

Thank you for downloading using multivariate statistics. As you may know, people have look hundreds times for their favorite novels like this using multivariate statistics, but end up in infectious downloads. Rather than reading a good book with a cup of tea in the afternoon, instead they juggled with some harmful bugs inside their laptop. using multivariate statistics is available in our digital library an online access to it is set as public so you can download it instantly. Our books collection saves in multiple locations, allowing you to get the most less latency time to download any of our books like this one. Merely said, the using multivariate statistics is universally compatible with any devices to read.

Using Multivariate Statistics

Research into Leader-Member Exchange (LMX) theory has been gaining momentum in recent years, with a multitude of studies investigating many aspects of LMX in organizations. Theoretical development in this area also has undergone many refinements, and the current theory is far different from the early Vertical Dyad Linkage (VDL) work. This article uses a levels perspective to trace the development of LMX through four evolutionary stages of theorizing and investigation up to the present. The article also uses a domains perspective to develop a new taxonomy of approaches to leadership, and LMX is discussed within this taxonomy as a relationship-based approach to leadership. Common questions and issues concerning LMX are addressed, and directions for future research are provided.

/pdf/relationship-based-approach-to-leadership-development-of-4051bip27n.pdf

Relationship-based approach to leadership: Development of leader-member exchange (LMX) theory of leadership over 25 years: Applying a multi-level multi-domain perspective

In 1974 an article appeared in Science magazine with the dry-sounding title “Judgment Under Uncertainty: Heuristics and Biases” by a pair of psychologists who were not well known outside their discipline of decision theory. In it Amos Tversky and Daniel Kahneman introduced the world to Prospect Theory, which mapped out how humans actually behave when faced with decisions about gains and losses, in contrast to how economists assumed that people behave. Prospect Theory turned Economics on its head by demonstrating through a series of ingenious experiments that people are much more concerned with losses than they are with gains, and that framing a choice from one perspective or the other will result in decisions that are exactly the opposite of each other, even if the outcomes are monetarily the same. Prospect Theory led cognitive psychology in a new direction that began to uncover other human biases in thinking that are probably not learned but are part of our brain’s wiring.

Thinking fast and slow.

A qualitative and quantitative review of the relationship between job satisfaction and job performance is provided. The qualitative review is organized around 7 models that characterize past research on the relationship between job satisfaction and job performance. Although some models have received more support than have others, research has not provided conclusive confirmation or disconfirmation of any model, partly because of a lack of assimilation and integration in the literature. Research devoted to testing these models waned following 2 meta-analyses of the job satisfaction-job performance relationship. Because of limitations in these prior analyses and the misinterpretation of their findings, a new meta-analysis was conducted on 312 samples with a combined N of 54,417. The mean true correlation between overall job satisfaction and job performance was estimated to be .30. In light of these results and the qualitative review, an agenda for future research on the satisfaction-performance relationship is provided.

http://m.timothy-judge.com/JS-JP%20published.pdf

The job satisfaction-job performance relationship: a qualitative and quantitative review.

The focal article on subtle discrimination provided by Jones, Arena, Nittrouer, Alonso, and Lindsey (2017) examines questions about the difference between overt and subtle discrimination and the conditions under which discrimination might vary by subtlety, formality, and intentionality. The authors suggest that a dynamic perspective of subtle discrimination would provide a more comprehensive understanding of its correlates. This article addresses two concerns regarding the authors’ proposition to move toward a dynamic model of subtle discrimination. The first concerns definitional issues and overlapping continuums that need to be more clearly distinguished in the model. The second addresses the lack of a theoretically derived process model.

The Subtleties of Subtle Discrimination: An Interesting but Incomplete Picture

Continuous activity and high job demands surround corporate environments. These demands are considered to be key triggers for workers' stress-related symptoms and poor health. It has been estimated by the American Institute of Stress (AIS) that US$ 300 billion/year are spent on conditions related to excessive stress levels. Of course, occupational stressors are an unavoidable part of working life. Experienced stress has helped us to survive for thousands of years and keeps us vigilant under critical situations. Of course, too much experienced stress can lead to serious psychological and physical health problems. This book is devoted to examining important issues related to coping with and preventing elevated occupational stress. This book also examines individual differences and organisational cultures that might exacerbate or mitigate experienced stress. If we consider all choices available, it is better to prevent than to treat. Prevention can be primary, when we prevent the stress-generating situation from occurring; secondary, when we provide alternatives to minimise the damage caused by the problem and tertiary, which involves containing losses that have occurred to prevent them from becoming more serious. This book on stress prevention and coping with stress is intended to assist occupational health professionals and academics to improve their abilities to help employees managing stress, but it also can be helpful for individual workers as they learn to better handle stressors at work. The research findings and views presented by these well-respected leaders in stress research provide tools for those currently experiencing workplace stress and supplies information concerning how stress can be prevented before it occurs.

Coping and prevention

In much of the contemporary research on occupational stress and well-being, demographic factors such as gender, age, and race/ethnicity are evident in the background and controlled in statistical analysis. This volume asks whether that should be the case and the extent to which those demographics impact our experience of stress and well-being.

Pamela L. Perrewé

Papers

The Subtleties of Subtle Discrimination: An Interesting but Incomplete Picture

Coping and prevention

The Role of Demographics in Occupational Stress and Well Being

The Nature of Newcomers’ Injustice Expectations: A Multi-Study Investigation

The changing family and HRM