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Full-Text Articles in Business
Do You Speak Hadoop? An Analytics Tutorial Of The Latest Tech In Big Data, And How You Can Utilize Them In Hr., Maira Compagnone, Jessica Harris, Philip Hinson, Yalcin Acikgoz
Do You Speak Hadoop? An Analytics Tutorial Of The Latest Tech In Big Data, And How You Can Utilize Them In Hr., Maira Compagnone, Jessica Harris, Philip Hinson, Yalcin Acikgoz
River Cities Industrial and Organizational Psychology Conference
Organizations are increasingly using big data and analytics in decision-making, and HR is no exception to this trend. Applications of big data analytics are becoming common in HR with advanced tools being developed for this purpose. However, despite having a good grasp of the basic research methodologies, I-O and HR professionals generally lack the knowledge and skills to use big data analytics in their practice. In addition, the latest guidelines for education and training in industrial-organizational psychology do not even mention the terms “big data” and “analytics”, showing that this concern also extends to graduate education, and the literature is …
Suffering From Whiplash? The Effects Of Pencil Whipping On Data Variability In The Safety Industry, Maira Compagnone, Royale Nicholson, Sam Biggs, Connor Linden, Tara O'Neil, Matthew Laske, Philip Hinson, Yalcin Acikgoz
Suffering From Whiplash? The Effects Of Pencil Whipping On Data Variability In The Safety Industry, Maira Compagnone, Royale Nicholson, Sam Biggs, Connor Linden, Tara O'Neil, Matthew Laske, Philip Hinson, Yalcin Acikgoz
River Cities Industrial and Organizational Psychology Conference
Big data is being used by organizations to identify trends and predict future safety incidents. However, analytics using big data relies heavily on data quality, which can be compromised by a lack of data variability. In the safety industry, the data reports most frequently analyzed include checklists that are filled out by managers and operators, and research is being attempted to link the variables from these reports to safety outcomes. A major obstacle is the reduced variability in these reports due to a phenomenon known as “pencil whipping.” Pencil whipping occurs when an employee completes a safety checklist during behavior-based …
Survival Of The Safest: Examining Organization Risk Factors For Cybersecurity Incidents, Rachel Whitman, Ana Kriletic, Thomas Wilmore, Kate Conkey, Daniel Svyantek
Survival Of The Safest: Examining Organization Risk Factors For Cybersecurity Incidents, Rachel Whitman, Ana Kriletic, Thomas Wilmore, Kate Conkey, Daniel Svyantek
River Cities Industrial and Organizational Psychology Conference
[Invited adaptation from presentation proposal, "A Matter of Time: Exploring Survival Analysis Through Cybersecurity] Given that employees pose a large threat to organizational cybersecurity, much research attention has been directed to identifying individual risk factors for cybersecurity noncompliance and misbehavior at the cost of examining broad organizational risk factors. However, no study to date has formally examined how the risk of organizational cybersecurity incident changes over time, or how organizational characteristics affect this risk. The proposed study aims to conduct a survival analysis (SA) of cybersecurity events across the past decade, examining broad factors that impact the changing probability of …
A Matter Of Time: Exploring Survival Analysis Through Cybersecurity, Rachel Whitman, Ana Kriletic, Daniel Svyantek
A Matter Of Time: Exploring Survival Analysis Through Cybersecurity, Rachel Whitman, Ana Kriletic, Daniel Svyantek
River Cities Industrial and Organizational Psychology Conference
Despite the impact of employee behavior on organizational security, the topic of cybersecurity historically remains the responsibility of Information Security Management researchers and Information Technology professionals. However, the exponential increase in the prevalence and repercussions of cyber-related incidents invites collaboration between the fields of I-O Psychology and cybersecurity. The proposed presentation discusses the potential for I-O Psychology to contribute to cybersecurity efforts while demonstrating the fundamentals and applicability of survival analysis.
Does A Quota A Day Keep The (Safety) Doctor Away? The Effect Of Mandatory Observation Quotas On Safety Outcomes, Maira Compagnone, Ava Young, Rachel Bellflowers, Tara O'Neil, Matthew Laske, Yalcin Acikgoz
Does A Quota A Day Keep The (Safety) Doctor Away? The Effect Of Mandatory Observation Quotas On Safety Outcomes, Maira Compagnone, Ava Young, Rachel Bellflowers, Tara O'Neil, Matthew Laske, Yalcin Acikgoz
River Cities Industrial and Organizational Psychology Conference
Injuries and fatalities continue to occur at high rates across industries (BLS, 2018) despite attempts from researchers and practitioners to identify risks and improve operating procedures. Data analysis is currently used across other industries to improve outcomes, and the safety industry is turning to the use of big data in an attempt to lower injury rates. Despite the growing body of research including both data and safety outcomes, little has been done to understand the mechanisms of one of the most popular intervention techniques, behavior-based safety (BBS). BBS relies on human observation techniques, along with checklists, which increases the amount …
How Your I-O Psychology Training Has Prepared You Handle The Big, Complex, And Scary World Of Data Analytics, Shawn M. Bergman
How Your I-O Psychology Training Has Prepared You Handle The Big, Complex, And Scary World Of Data Analytics, Shawn M. Bergman
River Cities Industrial and Organizational Psychology Conference
Organizations, looking for new ways to collect and harness big data, are scouring the Internet in search of untapped outlets of information about job applicants and are using analytics on their internal big data generated by internal HRIS and processes. Despite being experts in organizational systems, quantitative and research methodologies, human behavior, and organizational change, human resource professionals are often intimidated by big data and analytics and are left out of critical analytic business planning, implementation, and evaluation conversations. While it is undeniable that technology has the capability to enhance human resource decision-making, the strong emphasis on technology also highlights …