Academic mothers with disabilities: Navigating academia and parenthood during COVID-19

Academic mothers (including nonbinary, trans, and genderqueer parents) have always faced challenges in their profession due to systemic barriers and a “motherhood tax”; however, COVID-19 has exacerbated already existing inequalities (Oleschuk, 2020). This study examines how the pandemic has affected academic mothers with mental health and physical disabilities, as these voices often remain hidden and unheard in academia despite increased awareness of their presence (Brown & Leigh, 2018; Kelly & Senior, 2020). Here, we share the voices of 23 participants using a qualitative methodology drawing from social justice and feminist theories to highlight the lived experience of academic mothers with mental and/or physical disabilities and their experiences as a scholar and parent during COVID-19. Understanding the lived experience of this intersectional population can provide invaluable insights into ableist privilege within higher education, especially in the context of COVID-19 which has substantially disrupted work and homelife routines.     

A multi-faced buildup algorithm for three-dimensional packing problems

This paper provides a new approach to solving the three-dimensional packing problem. The heuristic developed uses a multi-faced buildup technique in the packing procedure for which there is no requirement for packed boxes to form flat layers. The basic algorithm is then augmented by a Look-ahead strategy. Experimental results indicate an average packing utilization of 87.8% which improve current benchmarks significantly. The new approaches given here add to heuristics currently available.     

The translation and development of a short form of the Korean language version of the multidimensional work ethic profile

The present research seeks to further facilitate a cross-cultural study on the work ethic construct by developing a short version of the Korean language version of the Multidimensional Work Ethic Profile (MWEP). Our research purpose is to provide researchers and practitioners with a short version of the Korean MWEP that can better meet their research needs by providing a thorough assessment of work ethic in a shorter time than the original full version. Results indicate that a shortened version demonstrates psychometric properties similar to the full version and is more practical and efficient to administer.     

Attribute Charts for Zero-Inflated Processes

The classical Shewhart c-chart and p-chart which are constructed based on the Poisson and binomial distributions are inappropriate in monitoring zero-inflated counts. They tend to underestimate the dispersion of zero-inflated counts and subsequently lead to higher false alarm rate in detecting out-of-control signals. Another drawback of these charts is that their 3-sigma control limits, evaluated based on the asymptotic normality assumption of the attribute counts, have a systematic negative bias in their coverage probability. We recommend that the zero-inflated models which account for the excess number of zeros should first be fitted to the zero-inflated Poisson and binomial counts. The Poisson parameter λ estimated from a zero-inflated Poisson model is then used to construct a one-sided c-chart with its upper control limit constructed based on the Jeffreys prior interval that provides good coverage probability for λ. Similarly, the binomial parameter p estimated from a zero-inflated binomial model is used to construct a one-sided np-chart with its upper control limit constructed based on the Jeffreys prior interval or Blyth–Still interval of the binomial proportion p. A simple two-of-two control rule is also recommended to improve further on the performance of these two proposed charts.     

A Regression Model for the AUC of Clustered Ordinal Test Results and Working Independent Optimal Weights

We study a regression model on the area under the receiver operating characteristic curves (AUC) for clustered (or repeatedly measured) test results. To account for cluster information, we consider a weighted estimating equation for Dodd and Pepe (2003 Dodd , L. , Pepe , M. ( 2003 ). Semiparametric regression for the area under the receiver operating charateristic curve . Journal of the American Statistical Association 98 : 409 – 417 .[Taylor & Francis Online], [Web of Science ®] , [Google Scholar])'s regression model with working independence weights. We find the optimal weight in the given class of working independence weights to minimize the variance (or MSE) of regression estimators. We apply the proposed procedure to analyzing our recent experiment on diagnosing a liver disorder. In this experiment, we investigated MRI images of patients having symptoms of potential liver disorder to compare the performance of different MRI picturing methods in testing for liver disorders.     

COMBINING HOUSEHOLD SURVEYS USING MASS IMPUTATION TO ESTIMATE POPULATION TOTALS

Pressure is often placed on statistical analysts to improve the accuracy of their population estimates. In response to this pressure, analysts have long exploited the potential to combine surveys in various ways. This paper develops a framework for combining surveys when data items from one of the surveys is mass imputed. The estimates from the surveys are combined using a composite estimator (CE). The CE accounts for the variability due to the imputation model and the surveys’ sampling schemes. Diagnostics for the validity of the imputation model are also discussed. We describe an application of combining the Australian Labour Force Survey and the National Aboriginal and Torres Strait Islander Health Survey to estimate employment characteristics about the Indigenous population. The findings suggest that combining these surveys is beneficial.     

Court processes and orders for positive outcomes

ABSTRACT

This commentary is an excerpt of the presentation made by the author at SSR-NAI conference on Innovative Approaches in the Rehabilitation of Offenders. The commentary sets out the key differences between traditional court processes and orders, and those that are aimed at rehabilitation and problem-solving. It describes two initiatives that the Courts in Singapore have implemented over the past few years to help spur, steer and support change in offenders: post-sentencing judicial monitoring and our pre-sentencing protocol for selected offenders and offences.     

Organizational Support in the Workplace: The Case of Korean Hospital Employees

This paper tests three hypotheses on who getsmore support from his or her work organization: (1) Thevalidation hypothesis predicts that employees withgreater social support from their co-workers and supervisors receive more organizationalsupport, because their support validates or legitimizesorganizational support; (2) the positive affectivityhypothesis predicts that employees high on positiveaffect receive more organizational support, becausethey are more likable; and (3) the moderation hypothesispredicts that positive affect and social support do notgenerate organizational support independently, but each acts on the other to affectorganizational support. An assessment of the hypothesesover a sample of 1882 hospital employees in Koreaprovided strong support for the validation hypothesisand partial support for the moderation hypothesis. Contraryto the positive affectivity hypothesis, employees' gooddisposition in itself works against the bringing forthof relevant organizational support, net of support from their supervisors and co-workers.Additional findings related to the unique features ofthe current hospital employees in Korea are alsoreported. Finally, we discuss cross-cultural research implications of the study in moredetail.     

Changes in Economic Hardship and Intimate Partner Violence: A Family Stress Framework

While recent studies underscore how financial stress and lack of tangible assets significantly increase the odds of intimate partner violence (IPV) among couples, little is known about these effects over time. Theoretically informed by family stress theory, this study examines the influence of changing subjective reports of economic hardship over time on the risk for IPV. Specifically, we test two hypotheses: (1) change in economic hardship significantly predicts IPV; and, specifically, (2) increased economic hardship or unstable economic conditions increases the risk of IPV. Using longitudinal data from the Fragile Families and Child Well-being Study, we assess the incidence of IPV for 941 women in committed relationships. Results from our logistic regression analyses suggest that after controlling for numerous demographic factors, women who never experienced economic hardship had lower odds of experiencing IPV than those who did. Further, women who experienced high levels of economic hardship over time had the highest odds of experiencing IPV. However, the effects of changing economic hardship on IPV were attenuated once maternal depression and parenting stress were controlled. Results are discussed in terms of practice and policy implications.     

Association Study on Pathological Gambling and Polymorphisms of Dopamine D1, D2, D3, and D4 Receptor Genes in a Korean Population

Several studies have reported that some dopaminergic receptor polymorphisms are associated with pathological gambling (PG). Considering that there are major race and ethnic group difference in dopaminergic polymorphisms, the result of genetic association studies should be confirmed in more homogeneous population to avoid problems of population stratification. The present study aimed to investigate whether selected polymorphisms in the dopamine receptors genes (DRD1, DRD2, DRD3, and DRD4) are associated with PG in Korean population which is consisted of only Korean ancestry. Subjects were 104 men with a diagnosis of PG and 114 unrelated age-matched normal control men. Genotyping was performed for the DRD1 gene -48 A/G, DRD2 gene TaqI A, DRD3 gene Ser9Gly, and DRD4 gene exon III variable number tandem repeat polymorphisms. The method of multifactor dimensionality reduction (MDR) was used to analyze gene-gene interactions. There were no differences in the frequencies of any studied polymorphisms between patients with PG and normal controls. MDR analysis did not show a significant effect of the 4 dopamine receptor gene polymorphisms on susceptibility to PG (P > 0.05). The present study suggests that the analyzed polymorphisms of the dopamine receptor genes might not be associated with PG in a Korean population.