Empirical Literature Research Articles

Physiological regulation processes differentiate the experience of ruptures between patient and therapist.

The empirical and clinical literature emphasizes the importance of alliance ruptures, signaling therapeutic processes occurring within and between the partners of the therapeutic dyad. However, knowledge about the underlying regulatory processes that occur amid ruptures is scarce. Identifying the underlying physiological markers may shed light on these regulatory processes. The overarching goal of the present study was to explore physiological markers of withdrawal and confrontation ruptures, within the patient and the therapist. Given the little known on the subject, we used a single-case design (94 episodic segments) to explore biologically based regulatory processes in the face of a rupture, contrasting confrontation ruptures versus withdrawal ruptures versus control episodes (emotional and neutral episodes). Findings showed that the patient and the therapist had contrasting physiological responses to the ruptures, depending on the type. During withdrawal ruptures, the patient exhibited high regulation, while the therapist did not show a clear physiological reaction. During confrontation ruptures, the patient exhibited low regulation, while the therapist exhibited high regulation. The different physiological regulation processes at times of ruptures suggest that, in withdrawal, the patient relied on intrapersonal regulation, contrasting with the interpersonal regulation observed in confrontation ruptures. Findings remained robust after controlling for speech turns and 10,000 Monte Carlo permutations to assess chance-level results. These findings provide initial evidence for the link between arousal and behavior in ruptures, offering valuable psychoeducational material for therapists to improve their handling of these challenging moments. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Politics of International Oil Companies (IOCs): Understanding PETRONAS Carigali Nile Ltd Exit From South Sudanese Oilfields

The study has examined the politics of the International Oil Companies (IOCs), the case study of PETRONAS Carigali Nile Ltd. It does this by appraising the legal violations of PETRONAS Carigali Nile Ltd exit and farming out from South Sudanese oilfields. The study explains the politics of IOCs and particularly, PETRONAS Carigali Nile Ltd as dependent variable and independent variables such as legal violations of Petronas Carigali Nile Ltd, types of residual liabilities and responsibility of these liabilities.The study was subjected to stringent empirical literature review and the gaps in the literature were filled through fieldwork. During fieldwork, the methodology of research tools and instruments such as questionnaires and interview guides/schedules were deployed with target of 52 respondents. Persuasive and cluster type of sampling amongst the senior staff of Ministry of Petroleum (MOP), Nile Petroleum Corporation (NILEPET), Dar Petroleum Operating Company (DPOC), Sudd Petroleum Operating Company (SPOC) and Greater Pioneer Operating Company (GPOC) were applied. The study findings indicate that PETRONAS Carigali Nile Ltd has politicized and violated sections 12, 22, 23, 24, 41 & 42 of the Petroleum Act 2012. Various types of liabilities such as cost recovery audits, environmental audit, petroleum taxes, surface rentals, and cash calls should be taken care off by Petronas Carigali Nile Ltd or by a company that farms into its shares. While the study concludes that PETRONAS Carigali Nile Ltd exit and farming out has been politicized and violated the laws of the Republic of South Sudan, the study recommends that the Ministry of Petroleum should be held responsible for all the legal violations Petronas Carigali Nile Ltd have committed in South Sudan without any action. Whether Savannah Energy Ltd farms into Petronas Carigali Nile Ltd shares or not after the PETRONAS has exited, consequences should be rolled out for such violations so that no any other IOC can do it again in the near future in this volatile oil and gas industry.

A Study On Effects Of Work-Life Balance And Women Employees Job Productivity In It Organizations

This study examined just at work-life balance and women productivity in only few IT sectors in Chennai. The study was stimulated by the IT sectoring industry's high rate of work-life unequal distribution. The study specifically examined the impact of workload pressure, role conflict, family stress, and work flexibility on female productivity. The relevant conceptual, theoretical, and empirical literatures were investigated. This work examined the work life balance and ladies productivity in selected IT sectors in Chennai city. The study was necessitated by high rate of work-life unbalance in the IT sectoring industry. Specifically the study determined the effect of workload pressure, role conflict, family stress and Work flexibility on ladies productivity. Relevant conceptual, theoretical and empirical literatures were examined. A total of fifteen IT sectors were studied, and the population of study was 2021, with the sample size of total sample size evaluated using the statistical formula SPSS. The research also revealed that family stress has a significant impact on female productivity. The study concluded that work load pressure, role conflict, and family-related stress all have a negative impact on female productivity. According to the study, people should relax in ways that do not interfere with their work; it can be an efficient way to recover from identified work-life balance issues. Management must take note of the volume of work assigned to women in order to deal with work-life balance issues in the workplace. Management must act immediately to rectify the issue; work should be delegated accordingly to ensure that no one is overloaded. Ladies should be given appropriate breaks and vacation time.

Economic Uncertainty and Impact of Governments’ Spending on Economic Growth: An Empirical Study of Emerging Market Economies*

The COVID-19-led economic crisis has rekindled scholarly interest in the relationship between government spending and economic growth. Further, there is an emerging realm of empirical literature that focuses on the dynamics of this relationship during times of uncertainty. Against this backdrop, this study investigates the effect of government expenditure on economic growth during economic uncertainty and the role of economic confidence in the transmission mechanism of policy shocks utilizing a panel generalized method of moments (GMM) framework for 13 select emerging market economies (EMEs). The findings suggest that the beneficial impact of government spending during economic uncertainty is not significantly different from regular times; however, its effectiveness is enhanced during contractionary periods. Government spending, on the other hand, does not have a statistically significant effect during expansionary phases. Furthermore, unanticipated government spending boosts economic confidence, especially during contractionary phases. Governments in EMEs should implement countercyclical fiscal policies selectively to stimulate aggregate demand and facilitate economic recovery, prioritizing targeted spending in confidence-building initiatives and key sectors. Spending in high multiplier sectors during contractionary periods can boost economic activity and speed recovery, fostering stability and growth amidst uncertain economic conditions. JEL Classification E32, H30, H32

Blue Ocean Strategy: Thesis and Antithesis

The purpose of this paper is to explore the overarching theme of blue ocean strategy thesis and its determinants, alongside the arguments building the antithesis of blue ocean strategy and its determining factors. The approach included reviewing the empirical and seminal literature inclusive of books on blue ocean strategy and articles published by eminent scholars and researchers. The paper presents in detail the theme encompassed by blue ocean strategy, elaborates the theoretical perspectives and highlights its components inclusive of description of frameworks and analytical tools. Porter’s theoretical perspective on strategy was incorporated in the discussion to build the arguments for antithesis and conclusions are accordingly drawn. This paper is meant to provide some diverse perspectives on Strategy, the related description of frameworks and analytical tools for the constituencies of academia, practitioners and policy makers. This review study may advance knowledge in the domain of understanding Strategy, its two contrasting theories along with linked determinants and constructs from different lenses, relevant for academia, practitioners, and policy makers.

Global initiatives and challenges in integrating artificial intelligence literacy in elementary education: Mapping policies and empirical literature

AbstractArtificial intelligence (AI) has permeated most facets of life in the 21st century and has rapidly transformed various aspects of modern society. From entertainment to education, these advanced technologies have achieved a high level of competency in skills that once necessitated human involvement. Given AI's potential impact, ensuring students are literate in AI will support the careful integration of these advanced technologies to achieve sustainable development goals. This review hence examines the avenues for integrating AI literacy into elementary education by analyzing current global initiatives focused on implementing AI literacy education. The purpose is to support innovations within the educational framework to develop a universally accessible AI literacy education program. In line with this purpose, this study explores worldwide AI literacy initiatives that use hands‐on activities, collaborative learning, and project‐based learning to introduce AI fundamentals to diverse learners. Limitations on the provision of AI literacy education are also discussed, including professional development, openness to AI tools, and other challenges. This review aims to inform global efforts to support universal access to AI literacy education, which can ensure equitable outcomes for all learners, emphasizing the need for collaborative efforts to support the development and delivery of quality AI literacy education.

The effects of climate change‐related risks on banks: A literature review

AbstractThis literature review describes the recent empirical literature in economics and finance focusing on how climate change‐related risks affect banks, with a particular emphasis on microeconomic evidence. The comparison of empirical estimates shows that many studies project limited estimates of damages for banks. For both loan and bond spreads, most estimates of the effect of climate change are below 50 bp. In comparison, studies on stock markets document responses that are more substantial. In real estate markets, there is evidence of price effects notably for flood risks associated with sea level rise. However, some studies indicate that climate risks could be underestimated. We note challenges related to the measurement of adaptation potential, non‐linear changes in hazards and responses, and the aggregation of effects across studies, markets, and bank portfolios.

A Study On Effects Of Work-Life Balance And Women Employees Job Productivity In It Organizations

This study examined just at work-life balance and women productivity in only few IT sectors in Chennai. The study was stimulated by the IT sectoring industry's high rate of work-life unequal distribution. The study specifically examined the impact of workload pressure, role conflict, family stress, and work flexibility on female productivity. The relevant conceptual, theoretical, and empirical literatures were investigated. This work examined the work life balance and ladies productivity in selected IT sectors in Chennai city. The study was necessitated by high rate of work-life unbalance in the IT sectoring industry. Specifically the study determined the effect of workload pressure, role conflict, family stress and Work flexibility on ladies productivity. Relevant conceptual, theoretical and empirical literatures were examined. A total of fifteen IT sectors were studied, and the population of study was 2021, with the sample size of total sample size evaluated using the statistical formula SPSS. The research also revealed that family stress has a significant impact on female productivity. The study concluded that work load pressure, role conflict, and family-related stress all have a negative impact on female productivity. According to the study, people should relax in ways that do not interfere with their work; it can be an efficient way to recover from identified work-life balance issues. Management must take note of the volume of work assigned to women in order to deal with work-life balance issues in the workplace. Management must act immediately to rectify the issue; work should be delegated accordingly to ensure that no one is overloaded. Ladies should be given appropriate breaks and vacation time.

Who Benefits from Mass Incarceration? A Stratification Economics Approach to the “Collateral Consequences” of Punishment

A rich empirical literature documents the consequences of mass incarceration for the wealth, health, and safety of Black Americans. Yet it often frames such consequences as a regrettable artifact of racially disproportionate criminal legal system contact, rather than situating the impetus and functioning of the criminal legal system in the wider context of White political and economic domination. Revisiting a quarter century of mass incarceration research through a stratification economics lens, we highlight how mass incarceration shapes Black–White competition for education, employment, and financial resources and contributes to Black–White disparities in well-being. Highlighting persistent research gaps, we propose a research agenda to better understand how mass incarceration contributes to systematic White advantage. To address mass incarceration's consequences and transform the conditions of White political and economic domination under which it arose, we call for legislative and judicial intervention to remedy White hyper-enfranchisement and reparations to eliminate the Black–White wealth gap.

The effects of financial development on crop productivity: ARDL evidence from Indian agriculture

Purpose This work aims to empirically investigate the effects of financial development on crop productivity of India. Design/methodology/approach Time series data such as crop production index, International Monetary Fund’s (IMF) financial development index, gross domestic product (GDP) per capita, arable land, rural population, trade openness and physical capital from 1980 to 2020 was used. The autoregressive distributed lag (ARDL) bounds testing approach of cointegration was used to determine the long-run equilibrium relationship between the selected time series. Also, ARDL long- and short-run coefficients were estimated to examine the effects of selected variables on crop productivity. Furthermore, to establish the robustness of results, long-run estimators such as fully modified least squares and the dynamic least squares were also used. Finally, using the vector error-correction model, causality between the selected time series was examined. Findings The ARDL cointegration test confirmed the existence of long-run equilibrium relationship among agricultural productivity, financial development, capital formation, GDP per capita, arable land, rural population and trade openness. The estimated long-run elasticities from all the three techniques and the short-run elasticities of ARDL have consistently suggested that the elasticity of financial development is higher (1.55% and 1.40%, respectively) in explaining the crop productivity of India. The short-run causality estimates indicated the presence of positive bidirectional causality between crop productivity and financial development and seven positive unidirectional causal relationships between the selected variables. Practical implications Agricultural credit being an important non-land input and essential for overall growth and sustenance of agricultural sector, the policymakers should ensure the overall development of its financial sector which will reduce the intermediation, informational and other transactional costs associated with agricultural credit. This will possibly result in timely availability and access to adequate and low-cost credit from institutional sources. Originality/value Though extensive research is available on the effects of financial development on economic growth, limited research is available concerning the impact of financial development on crop productivity, especially for an emerging economy like India. For India, predominantly studies have investigated the impact of farm credit on crop productivity but have not exclusively examined the effects of financial development on agricultural productivity. Therefore, this study not only adds to the empirical literature but also provides new evidence on the nexus between financial development and crop productivity by examining the effects of financial development on crop productivity using the composite financial development index developed by the IMF using the ARDL bounds test for cointegration and other econometric estimators.

Siblings of Persons with Disabilities: A Systematic Integrative Review of the Empirical Literature.

The systematic review aimed to systematize the empirical literature on the psychological impact of disability on the siblings of persons with disabilities, to inform research and provide clinical recommendations. Two research questions addressed the review: (1) What are the main psychological constructs investigated in siblings of persons with disability? (2) What is the main role of each psychological construct in siblings of persons with disability experience? The electronic search was conducted in 7 databases and the PRISMA diagram was used. The inclusion criteria were: Papers published in English and in peer-reviewed journals; papers published between January 2014 and June 2024; qualitative, quantitative, and mixed studies; and papers on the psychological impact of disabilities and/or chronic illnesses on the experience of siblings of persons with disabilities. The standardized Mixed Method Appraisal Tool protocol was used to appraise the methodological quality of the studies. To summarize the findings, a narrative approach was adopted. A total of 60 studies have been reviewed. According to the methodological quality appraisal of studies, most of them reported a high (n = 45) and medium (n = 15) quality. They involved 10,146 participants. Findings revealed that sibling relationships, sibling-focused parentification, and emotional/behavioral adjustment are the main psychological constructs investigated by existing literature. Few studies focused on siblings' well-being. Studies exploring more than a psychological construct were included as a hybrid. Only one study examined the siblings' psychological experience during the COVID-19 pandemic. The quality of the sibling relationship ranged from good to poor; the caregiver is the main role played by siblings of persons with disabilities; anxiety, depression, and aggressive behaviors are the main emotional/behavioral symptoms revealed. Most studies (n = 39) recruited participants with brothers or sisters with mental disorders. The findings of this systematic review may play a role in the clinical field, as they might help to design gender- and age-specific intervention programs.

Social inequalities in adult mortality across Europe (18th-21st centuries): A critical analysis of theories and evidence

This study examines the historical evolution of socioeconomic disparities in adult mortality, with a focus on European societies. Despite the widespread improvements in population health, social inequalities in mortality are a pervasive phenomenon nowadays. This paper employs a critical analysis of both theoretical and empirical literature to investigate major international studies and their findings on longevity differences associated with socioeconomic status from the nineteenth century to the early twenty-first century. Findings reveal that adult mortality trajectories have differed notably across social classes and regions, with some areas exhibiting disparities before the demographic transition and others showing inequalities emerging later. Understanding these long-term health inequality trends sheds light on the changing influence of medical advances and their interplay with economic growth, educational disparities, environmental factors, state roles, and production distribution, which have shaped mortality disparities through different development stages. These factors elucidate the international heterogeneity of results until the mid-twentieth century and offer explanatory insights into observed north-south patterns in Europe. Our findings contribute to a deeper understanding of how advancements in public health, economic development, and social policies have shaped health outcomes over centuries. The implications of this research inform ongoing debates and health policy, emphasizing a nuanced interpretation of historical data to craft effective strategies that address health inequalities today.

International spillovers of unconventional monetary policy: A meta-analysis

AbstractThe impacts of the unconventional monetary policy measures adopted by central banks after the 2007 financial crisis have been the focus of an increasing number of empirical studies. While some studies have focused on the impacts on the domestic economy, others have examined the international spillover effects of the policies adopted by the major central banks. The latter studies have, however, reported heterogeneous results. In this paper, we develop a meta-analysis of the empirical literature that examines the spillover effects of unconventional monetary policy on international capital flows. We find that, while the global average effect is not statistically different from zero, there are specific effects that vary significantly according to the development level of the destination country, the nature of the capital flow, the Central Bank that adopts the UMP, and the type and year of implementation of the UMP measure.

The Minimum Wage in Greece: A Review of Institutional Features, Developments and Effects Between 1975 and 2023

Abstract This paper takes a historical perspective and assesses the evolution of the institutional features in setting the minimum wage in Greece between 1975 and 2023. It also evaluates developments regarding the minimum wage level, its bite and alignment with productivity. The paper reviews the limited available empirical literature on the association of the minimum wage with labour market outcomes (average wages, employment, inequality). It presents new estimates of the elasticity of average wages to the minimum wage. One of the paper’s key points is that the minimum wage setting mechanism has changed over time as the economic environment has changed. Reviewing the evolution of the minimum wage over time to evaluate whether the minimum wage follows productivity developments and whether the minimum wage bites leads to the second and third takeaways of the paper. The minimum wage follows productivity developments over the longer term but not always in the short term. The bite of the minimum wage is high and appears to be higher when government intervention in setting the minimum wage is stronger. As for the impact of the minimum wage on average wages, the new estimates of the elasticity of the average to the minimum wage the paper provides, use more precisely measured wage rates, which show a high elasticity of average to minimum wages. Finally, the review of the existing literature on the employment effects of the minimum wage shows that, as in other countries, the results are mixed with modest negative or no effects.

Integrating technical and business aspects in Software as a Service: Systematic literature review, trends, and research directions

One of the most salient problems currently confronting Software as a Service (SaaS) realization and scientific research is understanding how to efficiently connect software platforms using SaaS distribution models integrating the business functions. The extant empirical SaaS literature holds research gaps regarding the commercial and technical aspects of SaaS business models. To address these gaps, this article systematically reviews current empirical studies to understand how SaaS integration projects could be more efficiently managed in organizations by integrating technical and business aspects. Among other findings, we discover significant knowledge gaps in the field, mainly regarding the empirical validation of a coherent business strategy regarding the SaaS model and an integrated view of customer-perceived performance concerning SaaS architecture. Based on the analysis and synthesis of the findings, this study provides a framework for SaaS realization, including the principal dimensions to be considered in SaaS provision. Futhermore, a novel conceptual model proposed complements the framework by organizing 14 principal variables affecting SaaS integration on three decision-making levels, i.e., strategic, tactical, and operational. This study theoretically contributes to solidifying the SaaS integration literature by covering the three levels of decision-making and offering actionable insights into business practice and SaaS implementation. Regarding the practical contributions, this research guides managers in managing SaaS projects by emphasizing a holistic approach that incorporates all decision-making levels and perspectives, as well as interconnected technological and business aspects. Lastly, promising future research opportunities have been identified to move SaaS research forward.

Oil Price and Long-run Economic Growth in Oil-importing Developing Countries

The recent spikes in oil prices are a significant setback for the world economy, which has already faced multiple challenges due to the COVID-19 pandemic. This is particularly concerning for developing countries as maintaining a sustained growth in real GDP is crucial for lifting their population out of poverty. While the short-run negative macroeconomic effects of a spike in oil prices are well established in the context of the developed world, the long-run growth effect has received little attention, especially in developing countries. Using the World Bank's development indicators database covering the period 1990 to 2020, this study aims to investigate the oil price-growth nexus in low and middle-income net oil-importing countries to shed light on how oil price increases could be a challenge for sustainable development. Specifically, we first set up a theoretical model to establish the relationship between growth in output per capita and oil price. Following the traditional growth regression approaches, we empirically estimate the causal effect of growth in oil prices on the economic growth of 65 net oil-importing developing countries using fixed effect panel IV regression methods. The empirical results confirm statistically significant negative effects of oil prices, indicating that a higher oil price reduces long-run economic growth in oil-importing developing countries. Our results on the other determinants of growth are consistent with the existing empirical growth literature. Oil-importing developing countries, therefore, must allocate resources towards alternative domestic energy sources, in addition to pursuing fuel efficiency and conservation strategies, to mitigate the negative effects of oil price fluctuations on their long-run economic output and uphold sustainable development.

Ritual Child Homicide in Contemporary Africa: A Systematic Review of the Empirical Literature

Ritual child homicide, the killing of children for ritual or occult purposes, is a phenomenon that occurs in many African countries. Prior to the 21st century, very little, if any, criminological analysis of ritual paedicide in African settings existed. However, research on ritual child homicide has increased in recent years, leading to greater knowledge and understanding of the phenomenon. The present study sought to consolidate and synthesize information on ritual child homicide in African communities to facilitate a better appreciation of the phenomenon. Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, a comprehensive search for empirical studies on ritual paedicide in African settings, spanning the years 2000 to 2022, was conducted across four databases: Scopus, Web of Science, Journal Storage, and Google Scholar. A total of 14 studies met the eligibility criteria and were diligently appraised. The review shows that most ritual paedicide victims are from families of low socioeconomic backgrounds in rural communities. A ritual paedicide typically involves multiple culprits. The actual perpetrators (i.e., body hunters or murderers) are predominantly males of low socioeconomic status, motivated largely by monetary gain. To combat the phenomenon, economic improvement, the promotion of formal and public education, formal regulation of the activities of traditional healers/spiritualists, and the strengthening of the criminal justice system are recommended.

Overinference from Weak Signals and Underinference from Strong Signals

Abstract When people receive new information, sometimes they revise their beliefs too much, and sometimes too little. In this paper, we show that a key driver of whether people overinfer or underinfer is the strength of the information. Based on a model in which people know which direction to update in, but not exactly how much to update, we hypothesize that people will overinfer from weak signals and underinfer from strong signals. We then test this hypothesis across four different environments: abstract experiments, a naturalistic experiment, sports betting markets, and financial markets. In each environment, our consistent and robust finding is overinference from weak signals and underinference from strong signals. Our framework and findings can help harmonize apparently contradictory results from the experimental and empirical literatures.

Attachment anxiety mediates the relationship of need to belong and Fear of Missing Out (FoMO)

Fear of Missing Out (FoMO), the concern one is presently absent from a rewarding experience, is an emerging topic in the empirical literature. Though it has been demonstrated that numerous factors including anxiety and depression predict the extent an individual experiences FoMO, more research is needed to understand the inner mechanisms that work between these variables to result in FoMO. One such factor which may mediate the relations of anxiety and depression on FoMO is the need to belong (NTB). The goal of the current research aims to evaluate if NTB mediates the relationship of anxiety and depression with FoMO. In addition, we aimed to detect if attachment anxiety mediates the relationship of anxiety and FoMO. Lastly, the current study evaluated if attachment anxiety mediates the relationship between NTB and FoMO. An effective sample of 397 adults from the United States were recruited to complete multiple questionnaires. Structural Equation Modeling (SEM) was used to test a theoretical model depicting anxiety and depression as predictors of NTB, NTB predicting both attachment anxiety and FoMO, attachment anxiety predicting FoMO, and anxiety predicting attachment anxiety. Our results indicated that NTB was a strong predictor of FoMO, and this effect was mediated by attachment anxiety. Moreover, NTB mediated the influence of depression on FoMO, while attachment anxiety mediated the impact of anxiety on FoMO. The current research outlines that NTB is a key individual difference for why everyone does not uniformly experience FoMO. Limitations and suggestions for future research are outlined.

Engaging Diverse African American/Black and Latine Youth and Emerging Adults Living with HIV into Research: Description of Recruitment Strategies and Lessons Learned.

Improving engagement along the HIV care continuum and reducing racial/ethnic disparities are necessary to end the HIV epidemic. Research on African American/Black and Latine (AABL) younger people living with HIV (LWH) is essential to this goal. However, a number of key subgroups are challenging to locate and engage, and are therefore under-represented in research. Primary among these are persons with non-suppressed HIV viral load, severe socioeconomic disadvantage, transgender/gender expansive identities, and refugee/migrant/immigrant populations. Research in community settings is needed to complement studies conducted in medical institutions. The present study describes the efficiency of recruitment strategies used in the community to enroll AABL young and emerging adults LWH ages 19-28 years. Strategies were designed to be culturally responsive and structurally salient. They were: peer-to-peer, social media, classified advertisements (newspaper, craigslist), subway ads, dating apps (Jack'd, Positive Singles), and direct recruitment in community-based organizations. Data were analyzed using mainly descriptive statistics and interpreted using a consensus building approach. We screened 575 individuals in a first step, 409 were eligible (71%), of these 297 presented to the second screening step (73%), but 112 were lost. Almost all presenting at the second step were eligible (98%, 291/297) and 94% enrolled (274/291). Peer-to-peer, dating app (Jack'd), direct recruitment, and craigslist were the most efficient strategies. Recruitment on dating apps was superior to the peer-to-peer approach in yielding eligible participants (OR = 1.5; 95% CI: 0.98-2.3; p = 0.06). The sample enrolled was diverse with respect to HIV viral suppression, gender identify, sexual orientation, immigration status, and barriers to HIV care engagement. We discuss the advantages and disadvantages of each strategy. Recruitment is a vital aspect of research and warrants attention in the empirical literature.