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This case study was developed using publicly available published sources like the company’s website, articles, blogs, videos, filings, etc. Multiple sources were used to put together the chronology, quotes and details. This case is not disguised. All the key figures in the case study are identified by their real names.

Black Girls Code (BGC) was founded by Kimberly Bryant (Bryant, she) as a nonprofit organization in 2011. BGC conducted workshops and programs to teach young girls of color technology, science, engineering and math and train them in Web design, developing apps and robotics. It aimed to address the lack of diversity in science and technology. The organization has received support from tech giants like Google, Facebook and IBM. In one decade, the organization trained more than 30,000 girls and aimed to teach one million girls by 2040.

In 2021, the BGC board ousted Bryant, citing allegations of workplace impropriety. She was put on paid administrative leave by the board. This ousting was done in the aftermath of complaints by several employees who raised concerns about Bryant’s conduct. The former and current employees said that high turnover in the organization was due to Bryant’s leadership, which was rooted in fear, and that she would publicly insult managers. The board formed a special committee to evaluate the concerns and sent Bryant on administrative leave.

Cristina Jones, who succeeded Bryant as CEO, brought about several changes in the organization and expanded the scope of science, technology, engineering and math to include arts. She expanded the courses to include design, gaming and others. She was looking forward to launching one million black girls in tech by 2040. But before she could go on, she needed to ensure that the ouster of the founder did not hinder the activities at BGC in any manner and also needed to address the concerns of employees, students and funders.

This case can be used to learn about nonprofits, the role of nonprofits in building an equitable society and nonprofit entrepreneurs. The objective is to understand how passionate entrepreneurs can create organizations that can make a high impact with limited resources but with ambition and vision for radical change.

This case also helps in learning the challenges encountered due to the rapid growth of startups and the role of the leader in handling such growth.

This case can be integrated into any of the existing courses or taken as a special case study to illustrate the gender and racial disparities that exist even in highly developed countries like the USA.

This paper aims to present recently published resources on library instruction and information literacy (IL). It provides an introductory overview and a selected annotated bibliography of publications organized thematically and detailing study populations, results and research contexts. The selected bibliography is useful to efficiently keep up with trends in library instruction for academic library practitioners, library science students and researchers wishing to learn about IL in other contexts.

This paper annotates 374 English-language periodical articles, dissertations, theses and reports on library instruction and IL published in 2023. The sources were selected from the EBSCO platform for Library, Information Science and Technology Abstracts (LISTA), Education Resources Information Center (ERIC), Elsevier SCOPUS and ProQuest Dissertations and Theses. Sources selected were published in 2023 and included the terms “information literacy,” “library instruction” or “information fluency” in the title, subject terms or author-supplied keywords. The sources were organized in Zotero. Annotations were made summarizing the source, focusing on the findings or implications. Each source was then thematically categorized and organized for academic librarians to be able to skim and use the annotated bibliography adeptly.

The paper provides a brief description of 374 sources from 159 unique publications and highlights publications that contain unique or significant scholarly contributions. Further analysis of the sources and authorship are provided such as country affiliation and institutional Carnegie classification.

The information is primarily of use to academic librarians, researchers and anyone interested as a convenient and comprehensive reference to literature on library instruction and IL published within 2023.

This study examines innovation configurations (i.e. sets of product/service, social and business model innovations) and configuration linkages (i.e. factors that help to combine innovations) across six organizations as contingent upon organizational structure.

Using semi-structured interviews and available public information, qualitative data were collected and examined using content analysis to characterize innovation configurations and linkages in three local/private organizations and three foreign-led/public-private partnerships in Repiblik Ayiti (Haiti).

Organizations tend to combine product/service, social, and business model innovations simultaneously in locally founded private organizations and sequentially in foreign-based public-private partnerships. Linkages for simultaneous combination include limited external support, determined autonomy and shifting from a “beneficiary mindset,” and financial need identification. Sequential combination linkages include social need identification, community connections and flexibility.

The generalizability of our findings for this qualitative study is subject to additional quantitative studies to empirically test the suggested factors and to examine other health care organizations and countries.

Locally led private organizations in low- and middle-income settings may benefit from considering how their innovations are in service to one another as they may have limited resources. Foreign based public-private partnerships may benefit from pacing their efforts alongside a broader set of stakeholders and ecosystem partners.

This study is the first, to our knowledge, to examine how organizations combine sets of innovations, i.e. innovation configurations, in a healthcare setting and the first of any setting to examine innovation configuration linkages.

We examine why Cash ETRs of US domestic firms have decreased over time. Using samples from two periods – an early period (1994–1998) and a late period (2011–2015) – we regress Cash ETRs in each period on a set of explanatory variables, and allow coefficients to differ across time periods. We find that, when coefficients are allowed to differ, there is no longer a decline in the unexplained portion of Cash ETR across the two periods, and that the previously observed decline is associated with a change in the relation between firm size and Cash ETR between the two periods. Further analysis suggests that the coefficient on firm size has been declining over the past 20 years, and that controlling for this time trend alone is sufficient to explain the declining trend in Cash ETRs for domestic firms.

Firms are the primary producers of innovations, and understanding how these agents acquire, update and manage the knowledge of their employees is central to understanding economic growth. However, in developing economies, technology adaptation plays a critical role in innovation compared to knowledge creation. Thus, this research investigates the role of human capital in innovation at the firm level in the case of a small developing economy, which ranks highly on several human capital dimensions but shows declining levels of investment in advanced human capital development in its manufacturing sector.

This research examines the relationship between innovation and human capital at the firm level in a small peripheral economy. The human capital theory is applied to a firm context to understand variations in innovative behavior depending on the size of manufacturing companies. The effect of several human capital dimensions on product innovation is estimated by applying binomial logistic regression models with firm and time-fixed effects.

This article contributes to innovation economics and public policy by highlighting that not all dimensions of human capital operate similarly for all companies in the context of developing economies. In such settings, technology adaptation plays a critical role in innovation. While employees' human capital endowments significantly impact small firms in that context, firm-level practices such as internal training are crucial for large companies. Consequently, policymakers should consider that firms' human capital endowments impact their innovative behavior differently to avoid one-size-fits-all policy design approaches in this regard.

Prior research on the relationship between human capital and innovation in developing economies was based on a cross-sectional approach. This research's unique panel dataset covering 11-year triennial innovation surveys enabled a modeling strategy that controls for time-invariant unobservable firm characteristics. Three aspects of firms' human capital have been analyzed human capital endowments, internal training and human resource management (HRM) practices for the first time longitudinally in a developing economy, enabling to contrast of empirical findings with policy design.

Diversity, equity and inclusion ideology is the latest appeal of individual compassion, institutional legitimacy and enlightened society. Specific to higher education, diversity, equity and inclusion is an honorable ideology, value and mission. This paper aims to (1) empirically recognize the differences in the level of importance between the university’s and faculty’s diversity, equity and inclusion initiatives, (2) identify the diversity, equity and inclusion outcomes, such as university brand image and student intention to engage postgraduation, (3) uncover the moderating role of university brand preference attainment and (4) validate the mediating role of student identification in diversity, equity and inclusion literature.

A survey of 1,027 usable responses was employed to perform two moderations, four mediations and two confidence interval analyses.

The university’s diversity, equity and inclusion initiatives are significantly more rewarding than the faculty’s diversity, equity and inclusion initiatives for the university brand image and students’ intention to engage postgraduation. Findings uncover the mediating role of student identification and the moderating role of brand preference attainment.

Focusing on diversity, equity and inclusion at the institutional level is more impactful than at the faculty level. In industries where frontline employees have significant autonomy, such as higher education, the positive brand performance outcomes are related to the faculty’s diversity, equity and inclusion awareness, not the faculty’s diversity, equity and inclusion advocacy. Diversity, equity and inclusion initiatives should align with the student’s shared values.

The study relies on institutional theory to underscore the asymmetric importance of the university’s and faculty’s diversity, equity and inclusion initiatives in achieving perceived brand image and engagement.

The use of economic sanctions has grown dramatically in recent decades. Nevertheless, many arguments are presented in the public policy space regarding their effects on target populations. The author presents the first systematic analysis of the effects of sanctions on living conditions in target countries.

This paper provides a comprehensive survey and assessment of the literature on the effects of economic sanctions on living standards in target countries. The author identifies 31 studies that apply quantitative econometric or calibration methods to cross-country and national data to assess the impact of economic sanctions on indicators of human and economic development. The author provides in-depth discussions of three sanctions episodes—Iran, Afghanistan and Venezuela—that illustrate the channels through which sanctions affect living conditions in target countries.

Of the 31 studies, 30 find that sanctions have negative effects on outcomes ranging from per capita income to poverty, inequality, mortality and human rights. The author provides new results showing that 54 countries—27% of all countries and 29% of the world economy— are sanctioned today, up from only 4% of countries in the 1960s. In the three cases discussed, sanctions that restricted the access of governments to foreign exchange limited the ability of states to provide essential public goods and services and generated substantial negative spillovers on private sector and nongovernmental actors.

This is the first literature survey that systematically assesses the quantitative evidence on the effect of sanctions on living conditions in target countries.

The textile sector is one of the sectors where competition is intense and requires the production of high-value-added products. This study aims to conduct patent analysis to find the technology status, recent trends, applications and technological evaluations of protective textile technologies in practice.

More than 36,840 patent documents related to protective textile technologies are available for researchers, patent examiners and patent researchers. Patent analysis is conducted to report the technology status, recent trends and applications of protective textile technologies. This analysis provides insights into the possible future directions of protective textile technologies in practice. Additionally, association rule mining (ARM) is performed to find the hidden patterns among protective textile technologies.

The development of protective textile technologies is revealed by the technology evaluation in this study. In addition, the sub-technology classes affecting protective textile technologies are examined using the cooperative patent classification (CPC) codes of the patent documents. Technology status and recent trends of protective textile technologies are provided in detail. The results of this study show that (1) protective textile technologies are constantly being developed, (2) the working areas of medical protective textiles are increasing, (3) there are frequent studies on fabric structures for saving lives within the framework of human needs and (4) there are four technology classes, namely A41D, Y10T, B32B and A62B impacting the other technology classes related to textile technologies such as D10B, Y10T, F41H, A62D, D04H, Y10S and D10B.

To have a competitive advantage in the marketplace, evaluation of textile technologies is critical in developing “functionalized” and “technologized” textile products. In particular, evaluating technologies in developing protective textile products is extremely important to meet customer demands and present competitive products in the market. Examining these patents for technology developers, decision-makers and policymakers is an urgent and necessary job. However, studies examining the development of protective textile technologies with patent analysis are very limited in the literature. To fill this gap, technology status, recent trends and applications of protective textile technologies are reported based on patent analysis and ARM in this study.