Sheryl Brahnam, Loris Nanni, Shannon McMurtrey, Alessandra Lumini, Rick Brattin, Melinda Slack and Tonya Barrier
Diagnosing pain in neonates is difficult but critical. Although approximately thirty manual pain instruments have been developed for neonatal pain diagnosis, most are complex…
Abstract
Diagnosing pain in neonates is difficult but critical. Although approximately thirty manual pain instruments have been developed for neonatal pain diagnosis, most are complex, multifactorial, and geared toward research. The goals of this work are twofold: 1) to develop a new video dataset for automatic neonatal pain detection called iCOPEvid (infant Classification Of Pain Expressions videos), and 2) to present a classification system that sets a challenging comparison performance on this dataset. The iCOPEvid dataset contains 234 videos of 49 neonates experiencing a set of noxious stimuli, a period of rest, and an acute pain stimulus. From these videos 20 s segments are extracted and grouped into two classes: pain (49) and nopain (185), with the nopain video segments handpicked to produce a highly challenging dataset. An ensemble of twelve global and local descriptors with a Bag-of-Features approach is utilized to improve the performance of some new descriptors based on Gaussian of Local Descriptors (GOLD). The basic classifier used in the ensembles is the Support Vector Machine, and decisions are combined by sum rule. These results are compared with standard methods, some deep learning approaches, and 185 human assessments. Our best machine learning methods are shown to outperform the human judges.
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Sheryl D. Brahnam, Thomas M. Margavio, Michael A. Hignite, Tonya B. Barrier and Jerry M. Chin
As the workforce becomes increasingly diversified, it becomes increasingly important for managers to understand the conflict resolution attitudes brought to information systems…
Abstract
Purpose
As the workforce becomes increasingly diversified, it becomes increasingly important for managers to understand the conflict resolution attitudes brought to information systems (IS) by both men and women. This research was designed to investigate assumptions that may exist regarding the relationship between gender and conflict resolution. Specifically, the intent of this study was to compare the conflict resolution strategies of males and females majoring in IS in order to determine if gender‐based differences exist.
Design/methodology/approach
The Thomas‐Kilmann Conflict Mode Instrument was utilized to assess the conflict resolution styles of 163 traditional‐age (18‐22) students enrolled in undergraduate IS courses at a large Midwestern university. Both ANOVA and t‐test analyses were utilized to investigate the relationship between gender and conflict resolution style.
Findings
Results of this study indicate that, when compared with their male counterparts, women are more likely to utilize a collaborative conflict resolution style and men are more likely to avoid conflict. As collaboration is generally considered more productive and avoidance more disruptive in the conflict resolution process, the study suggests that women may possess more effective conflict resolution attributes than their male counterparts.
Originality/value
The results of this paper lend support to the theory that an individual's gender may be related to the development of conflict resolution styles. These findings also support the premise that female students in IS are highly adapted with regard to their ability to work collaboratively (and thereby successfully) in situations where conflict is likely to occur.
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Tonya L. Horn and Jennifer S. McCleary
Karen people from Burma are a new population in resettlement countries. While research increasingly documents their health needs, few studies describe how health-care providers…
Abstract
Purpose
Karen people from Burma are a new population in resettlement countries. While research increasingly documents their health needs, few studies describe how health-care providers adapt their practices to serve this group. The purpose of this study was to explore the experiences of providers who work with Karen patients/clients in health settings, documenting the challenges they face, how they adapt their practice and recommendations.
Design/methodology/approach
This study used a qualitative survey and one phone interview with a total of 20 providers who had first-hand experience caring for Karen people in health settings. Data were analyzed using qualitative content analysis.
Findings
Two main categories described challenges providers faced in working with Karen people in health settings: system-level challenges and interpersonal communication challenges. Five main categories described specific strategies and support needed to adapt practice for Karen patients in health settings: strategies for improving communication and mutual understanding; partnering with Karen staff, interpreters and cultural brokers; strategies for building trust and rapport; addressing needs related to case management, care coordination and social determinants of health; recommendations for provider training.
Originality/value
This paper contributes suggestions for adapting practice to meet the health needs of Karen people from the perspective of health-care providers in a location that is nationally recognized for its excellence in refugee health.
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Joanna F. Norman, Leah Aiken and Tomika W. Greer
The purpose of this research was to empirically examine the career transitions of mid-career African American women leaving traditional careers for entrepreneurship. The authors…
Abstract
Purpose
The purpose of this research was to empirically examine the career transitions of mid-career African American women leaving traditional careers for entrepreneurship. The authors illustrate how transition theory and effectuation principles ameliorate an African American woman's transition to entrepreneurship.
Design/methodology/approach
The authors conducted semi-structured interviews with nine African American woman entrepreneurs. The data collected were evaluated through the lens of transition theory and effectuation theory.
Findings
The study results show that despite being the chief officer, many African American women still face inequalities when negotiating business deals, interacting with partners and when seeking capital for their business. Effectuation theory partially supports an African American woman's career transition to entrepreneurship, but the theory does not fully address the unique experiences of this demographic.
Research limitations/implications
The results of this study reveal that effectuation principles do not fully explain the entrepreneurial career transition experiences of African American women. Theory development and extensions of existing theories should consider the potential discriminatory practices that limit financial resources and strategic partnerships for African American women entrepreneurs. The authors also advocate for consideration of identities, particularly related to gender and race, as factors that contribute to entrepreneurial experiences.
Practical implications
The study findings support the notion that each woman's situation will be different and unique, requiring aspiring African American woman entrepreneurs to assess their individual situation. Consistent access to minority-specific programs can help aspiring African American women entrepreneurs visualize her new identity and provide the support needed to enhance her career transition. There is no one-size-fits-all solution, so each woman will need to craft her own individualized plan.
Social implications
Findings from this study solidify the role of African American women entrepreneurs as business leaders with influence and direct impact on the US economy. Their success enables African American women to contribute to more inclusive societies through their service to diverse members of society. In addition, their attainment of success serves as a testimony to aspiring African American women that entrepreneurial success is achievable, encouraging more diversity in entrepreneurship.
Originality/value
Few entrepreneurial studies exist on both women and racial minorities, resulting in a paucity of strategies to support African American women throughout their entrepreneurial journey. The results of this study revealed barriers which require specific strategies to address discriminatory lending practices and acceptance when forging new business relationships.
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Suneerat Wuttichindanon and Panya Issarawornrawanich
In Southeast Asia, auditors play a crucial role in the quality of financial reports. With the introduction of a new format of auditors’ report that requires disclosure of key…
Abstract
Purpose
In Southeast Asia, auditors play a crucial role in the quality of financial reports. With the introduction of a new format of auditors’ report that requires disclosure of key audit matters (KAM), the disclosure practice of auditors is, thus, of great interest. Specifically, this study aims to investigate the factors that auditors take into consideration when issuing KAMs.
Design/methodology/approach
The research design is quantitative, with a focus on the number of KAM disclosures issued by auditors. As existing studies rely on the number of KAM disclosures in the analysis, this current research, thus, uses the quantity of KAM disclosures for comparison purposes. The analysis relies on secondary data and multiple regression analysis is used to establish the association between the number of KAM disclosures and three groups of determining factors, namely, auditor characteristics, corporate governance mechanisms and firm characteristics.
Findings
The significant determining factors of KAM disclosure include auditor’s litigation risk, firm complexity, profitability and industry type. Firms using a Big 4 audit firm, firms with many subsidiaries and firms in the technology, property and construction and finance industries have higher numbers of KAMs, while highly profitable firms issue lower numbers of KAMs. As for corporate governance mechanisms, the number of KAMs is significantly positively correlated with the number of independent directors (p < 0.10).
Originality/value
This research includes key corporate governance parties in the examination, including external auditors, independent directors and audit committees. The finding affirms the influence of Big 4 on KAM disclosure in Southeast Asia, while their roles are not significant in Western samples. The result also unearths the monitoring role of independent directors in KAM disclosure. The role of the audit committee in KAM disclosure is insignificant in Thai samples, while the committee role is statistically significant in the Western samples. Variations in the findings between this study and previous research could be attributed to differences in institutional settings between both regions.
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Tonya Williams Bradford and Sonya Grier
The purpose of this paper is to explore the relationship of dietary restriction and food well-being (FWB) in an under-researched population using a novel but growing approach to…
Abstract
Purpose
The purpose of this paper is to explore the relationship of dietary restriction and food well-being (FWB) in an under-researched population using a novel but growing approach to transition to healthier eating patterns.
Design/methodology/approach
This study uses individual interviews of African-American participants in a food detoxification program, a specific form of food restriction used to transition to healthier eating.
Findings
Results identify how food socialization and food literacy enable individuals to transform their relationship with food and enhance their FWB. Unlike prior research that focuses on food as the source of pleasure, this study finds that food is deployed as fuel, and this transition results in pleasure.
Originality/value
This research explains how a voluntary transition to healthier eating enables people to pursue FWB and extends the understanding of FWB (Block et al., 2011). In addition, this research contributes novel insights related to transformative consumer research efforts to motivate change. Findings have implications for marketing theory and practice, including the development of social marketing campaigns to support healthy eating patterns, especially for at-risk populations.
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Successful National Security Special Events (NSSE) have several critical components that will ensure success; one key component is collaboration among various and distinctive…
Abstract
Successful National Security Special Events (NSSE) have several critical components that will ensure success; one key component is collaboration among various and distinctive organizations. During the 2002 Winter Olympics in Salt Lake City, Utah, 11,000 public safety officers came together from federal, state, and local agencies and successfully protected the games. In subsequent years following the 9/11 terror attacks and the Olympic Games, however, law enforcement and public safety agencies at every level have, at times, struggled to successfully implement collaborations on a continuing and consistent basis.
Creating collaborations that endure throughout a national security event is an important issue for public safety organizations. What are the key factors that foster an environment in which collaborations can be sustained? Based on research and numerous interviews with law enforcement and public safety leaders involved in the 2002 Winter Olympics, several factors were identified that impact the effectiveness and endurance of collaborations. The enablers for effective collaborations before, during, and after the 2002 Winter Olympics included leadership, trust, social capital, and felt need.
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Tonya H. Pickering and Brian H. Kleiner
The number of women in business has increased dramatically in the last few years. As the number of women entering business has increased, so has the number of women reaching…
Abstract
The number of women in business has increased dramatically in the last few years. As the number of women entering business has increased, so has the number of women reaching management positions. In 1985 the number of women in management positions in America was 4.4 million, which is 36% of the total people in these positions. This is more than double the number of women managers a decade earlier. Over a third of business school graduates are now women, indicating that the number of women in business will increase. Even though women have done well in obtaining middle management positions, they have not succeeded in reaching top management positions in any great number since only 1% of top managers are women.
Examining the historical evolution of public protest and the police response, primarily in the United States since the 1960s informs strategies and tactics on more recent…
Abstract
Examining the historical evolution of public protest and the police response, primarily in the United States since the 1960s informs strategies and tactics on more recent responses to protest. Case study examination and analysis can aid police and civic leaders in crafting a cohesive strategy to address civil unrest within their jurisdictions. Specifically examining case studies involving the Occupy Movement of 2011 and the resultant civil unrest following the death of Freddie Gray in the City of Baltimore will aid in understanding potential benefits of a more integrated response to civil unrest that would include emergency management as a contributory to the possible solution.
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In this paper I analyze Sex and the City as performances of contemporary post-modern culture of femininity and engage in a multi-modal, semiotic reading of their socio-cultural…
Abstract
In this paper I analyze Sex and the City as performances of contemporary post-modern culture of femininity and engage in a multi-modal, semiotic reading of their socio-cultural significance. In particular, I argue that the same discursive formation underlies the ideology of the show: a discourse largely coinciding with the Standard North American Family Code (Smith, 1999) and therefore a discourse that stigmatizes single women and reinforces the value of marriage as both symbolic and material capital. Drawing in part from Goffman, I argue that an oppositional reading of the show also yields another interesting connotation: the show offers its viewers techniques and scripts of stigma resistance.