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Introduction Consider a hi‐fi loudspeaker manufacturing company acquired on the brink of insolvency by an American multinational. The new owners discover with growing concern that the product range is obsolete, that manufacturing facilities are totally inadequate and that there is a complete absence of any real management substance or structure. They decide on the need to relocate urgently so as to provide continuity of supply at the very high — a market about to shrink at a rate unprecedented in its history.

Purpose – The purpose of this chapter is to examine the ways in which human trafficking has been measured through the use of agency record data.

Approach – The authors review the state of previous research on human trafficking using agency record data and the challenges that are important to consider when using agency records in the study of human trafficking.

Findings – Researchers have used agency records in a wide variety of ways to measure human trafficking victimization, perpetration, and patterns or case characteristics. Agency data provide unique contributions to understand human trafficking including the scope of the problem, predictors of victimization, and public perceptions of this crime. The authors describe the efforts to use agency records to estimate the prevalence of human trafficking in a statewide study.

Value – This chapter provides an overview of how agency records have been used in human trafficking research in recent years. Furthermore, this chapter includes a case study and methodological reflection on the use of agency records in a statewide human trafficking prevalence study. The authors conclude with a methodological reflection and considerations moving forward for future use of agency data in human trafficking research.

The role of the community safety practitioner is a newly emerging expertise in local government. A survey conducted with local authorities reveals a relatively fluid and unstructured profession of highly educated or experienced individuals with heavy workloads. Practitioners inhabit a contested policy terrain in which they express a preference for a social regeneration agenda rather than narrower crime specific strategies.

Technology offers great potential to gifted, talented, and creative (GCT) students, including students who are twice exceptional (i.e., students who are GCT as well as identified with a disability). However, little research exists regarding the use and evidence-base base of technologies for these populations. This chapter presents technology to support students who are GCT as well as students identified as twice exceptional, including assistive technology to support students in content area instruction. Although, an evidence-base is needed for using technology in education for GCT and twice-exceptional students, existing research supports using the Internet and Web 2.0 technologies with these students.

The current chapter is one of the first studies to specifically address the role of civil society organisations (CSOs) for entrepreneurship development in the disadvantaged context of Sierra Leone. It highlights the important role of CSOs in the petty trading (disadvantaged) entrepreneurial ecosystem. Based on qualitative analysis of interviewers undertaken with two CSOs and three entrepreneurial firms from disadvantaged backgrounds, our findings offer interesting insights into this phenomenon. The authors find that in the context of disadvantaged entrepreneurship development, CSOs are seen as more trustworthy by the general population than the government (public bodies). The government, through the national youth commission, also tried to collaborate with CSOs regarding entrepreneurial skills development in disadvantaged entrepreneurs. The findings further reveal that despite the appreciation of the role of CSOs for disadvantaged entrepreneurship development by public authorities in recent years, they still face many bureaucratic hurdles and delays in operations. Finally, our chapter reveals several dynamics associated with skills and competencies development in disadvantaged entrepreneurship in the Sierra Leone-specific context, where skills such as basic business planning, livestock handling, and financial management emerge as being highly useful.

Only recently has physical space design become more widely recognized as playing a critical role in delivery of care, with an emerging body of literature on the application of human factors approaches to design and evaluation. This chapter describes the use of human factors approaches to develop and conduct an evaluation of a proposed Neonatal Intensive Care Unit redesign in a Midwestern children’s hospital. Methods included observations and knowledge elicitation from stakeholders to characterize their goals, challenges, and needs. This characterization is integral to informing the design of user-centered solutions, including physical space design. We also describe an approach to evaluating the proposed design that yielded actionable recommendations specific to hospital-driven design goals.