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This study examines forecast accuracy associated with the forecast of 55 revenue data series of 18 local governments. The last 18 months (6 quarters; or 2 years) of the data are held-out for accuracy evaluation. Results show that forecast software, damped trend methods, and simple exponential smoothing methods perform best with monthly and quarterly data; and use of monthly or quarterly data is marginally better than annualized data. For monthly data, there is no advantage to converting dollar values to real dollars before forecasting and reconverting using a forecasted index. With annual data, naïve methods can outperform exponential smoothing methods for some types of data; and real dollar conversion generally outperforms nominal dollars. The study suggests benchmark forecast errors and recommends a process for selecting a forecast method.

The purpose of this paper is to provide a review of the mobile shopping (m-shopping) acceptance literature to bring international marketing and consumer research attention to m-shopping acceptance factors and limitations in current understandings to propose recommendations for further academic and retailing attention.

Keyword searches identified the consumer-focused literature across mobile commerce, m-shopping, mobile browsing and mobile purchasing, published in English language journals. A classification framework is created and a time frame is established to provide a more focused direction for research.

Despite the growing popularity of consumers adopting m-shopping activities and the increasing academic attention, consumer m-shopping utilisation remains low and research into its causes remains in its infancy. This paper has subsequently identified a variety of recommendations for further research, including further insights into perceived risk, user vs non-user behaviours, the multi-stage shopping process, incorporation of time considerations and theoretical development.

There has yet been a review of the m-shopping literature collaborating literary findings and limitations in the consumer m-shopping environment. Three major themes arise in this paper. First, there are a variety of factors affecting consumer willingness to accept m-shopping which are often incorporated in existing theory in a sporadic manner. Second, factors can create positive and/or negative consumer perceptions, requiring further insight. Finally, research limitations predominantly surround theoretical and methodological constraints, prompting for wider geographical and more longitudinal approaches to research.

The purpose of this paper is to examine how Robbins ES has sustained high academic performance over almost 20 years despite several changes in principals.

The paper analyzed longitudinal data based on: state-level academic and demographic data; two earlier studies of the school; and recent interviews with teachers, the principal, and parent leaders.

The analyses of these longitudinal data revealed four ongoing factors were responsible for sustained academic performance: high expectations, distributed leadership, collective responsibility for student performance, and data-based decision making. However, challenges that persistently confront Robbins staff include limited resources (e.g. technology and library materials), high mobility rate, and some cases of unsupportive parents.

This study adds to understanding how high-need urban schools can sustain high academic performance in spite of changes in principals, shifting community demographics, and high student mobility.

Police officers are exposed to a wide variety of stressors – frequently interacting with people at their worst moments and sometimes absorbing the trauma that victims experience themselves. Investigating sexual assaults reported by adults presents significant challenges given the often high levels of distress experienced by victims paired with the likelihood that no arrest will be made and the low conviction rates. Little research explores the impact this investigatory work has on the detectives who are assigned to these cases.

Using interviews conducted with 42 sexual assault detectives across six jurisdictions designed to understand sexual assault case attrition, the study enhances understanding of the effects of investigating crimes of sexual violence on detectives. Specifically, the aurhors explore their experiences within the context of burnout and secondary traumatic stress.

The current study clearly identifies the incidence of emotional symptoms among sexual assault investigators. During the course of interviews about their decision-making, detectives, unprompted by researchers, manifested symptoms of trauma resulting from their assigned caseloads.

Open-ended interviews offer a promising approach to exploring foundational questions.

Exposure to victims who have suffered the trauma of sexual assault can have a subsequent impact on the job performance and personal life of those who respond to victims in immediate crisis and to those who provide long-term assistance. A plan for future research is detailed to better pinpoint how and when these symptoms arise and interventions that may address their effects.

While there is a large literature detailing vicarious trauma for social workers, nurses and doctors, the topic is generally understudied among police officers and specifically detectives despite their repeated contacts with adult victims of violent crimes. This research builds upon the knowledge of burnout experienced by child maltreatment detectives to enhance understanding of sexual assault detectives.

Sexual violence prevention programs on college campuses have proliferated in recent years. While research has also increased, a number of questions remain unanswered that could assist campus administrators in making evidence-based decisions about implementation of prevention efforts. To that end, the field of prevention science has highlighted the need to examine the utility of booster sessions for enhancing prevention education. The purpose of this paper is to examine how two methods of prevention delivery – small group educational workshops and a community-wide social marketing campaign (SMC) – worked separately and together to promote attitude change related to sexual violence among college students.

The two-part study was conducted at two universities. Participants were from successive cohorts of first year students and randomly assigned to participate in a bystander based in-person sexual violence prevention program or a control group. Participants were later exposed to a bystander based sexual violence prevention SMC either before or after a follow-up survey. Analyses investigated if attitudes varied by exposure group (program only, SMC only, both program and SMC, no prevention exposure).

Results revealed benefits of the SMC as a booster for attitude changes related to being an active bystander to prevent sexual violence. Further, students who first participated in the program showed enhanced attitude effects related to the SMC.

This is the first study to look at the combination of effects of different sexual violence prevention tools on student attitudes. It also showcases a method for how to investigate if prevention tools work separately and together.

The Foreign Corrupt Practices Act (FCPA) of 1977 and its amendment – the Trade and Competitive Act of 1988 – are unique not only in the history of the accounting and auditing profession, but also in international law. The Acts raised awareness of the need for efficient and adequate internal control systems to prevent illegal acts such as the bribery of foreign officials, political parties and governments to secure or maintain contracts overseas. Its uniqueness is also due to the fact that the USA is the first country to pioneer such a legislation that impacted foreign trade, international law and codes of ethics. The research traces the history of the FCPA before and after its enactment, the role played by the various branches of the United States Government – Congress, Department of Justice, Securities Exchange commission (SEC), Central Intelligence Agency (CIA) and the Internal Revenue Service (IRS); the contributions made by professional associations such as the American Institute of Certified Public Accountants (AICFA), the Institute of Internal Auditors (IIA), the American Bar Association (ABA); and, finally, the role played by various international organizations such as the United Nations (UN), the Organization for Economic Cooperation and Development (OECD), the World Trade Organization (WTO) and the International Federation of Accountants (IFAC). A cultural, ethical and legalistic background will give a better understanding of the FCPA as wll as the rationale for its controversy.

The present success of online retrieval is well known. The future is dependent on several factors including technological developments (computers, communications, terminals and storage), progress in information with science research, availability and use of funds for employing and coupling the available technology and the useful results of research, and finally the nontechnical exterior factors, such as political, psychological, legal and legislative constraints. Research is under way to pave the way for the development of transparent systems for retrieving references, facts and information contained in textual material. Such systems will greatly increase the useability of computer‐readable databases by professionals and laymen alike. Really significant changes will depend on research that progresses towards fact retrieval and ultimately towards knowledge retrieval.

This research aims to examine the influence of Chief Executive Officer (CEO) dark triad traits, follower COVID-19 anxiety and self-leadership on follower evaluations of the effectiveness of organizations’ response to the COVID-19 pandemic crisis.

In this paper data were collected over two time periods. At time 1, mid-October 2021, 650 participants responded to questions on their CEO’s leadership traits and self-leadership. At time 2, (3-week lag) 275 matched individual responses provided followers’ evaluations of the effectiveness of the organization’s COVID-19 response and follower self-leadership.

CEO dark triad traits had direct and indirect negative effects on followers’ evaluations of the organization’s COVID-19 response (through COVID-19 anxiety). Follower self-leadership mitigated the negative effects.

By examining the moderating role of self-leadership, we can offer organizations evidence-based strategies to mitigate some harmful effects of leaders exhibiting dark triad traits.

Given that organizations are still dealing with the ongoing ramifications of COVID-19 and planning for future crises, our findings emphasize the negative effects of dark traits on COVID-19 anxiety, and in turn, on follower’s evaluation of effective organization response to a crisis, highlighting the importance of top-level leader selection.

Our results bolster Manz’s (1986) argument that self-leadership might be key to achieving peak performance in organizations and important for follower well-being.

This study of dark traits is especially important in a crisis context to understand how leaders affect followers’ perceptions about organizational outcomes and factors that might mediate or moderate the negative impact. Despite interest in understanding leadership during a crisis, the majority of research is focused on positive traits of leaders (Palmer et al., 2020).

The purpose of this paper is to identify and examine the most important factors that could predict the Saudi customer’s continued intention towards adoption of mobile banking.

The proposed conceptual model was based on the technology acceptance model (TAM) and task-technology fit (TTF) model. This is also expanded by considering two additional factors: perceived privacy and perceived security. By using a self-administered questionnaire, the data were collected from a convenience sample of Saudi banking customers from different parts of Saudi Arabia.

The main results based on structural equation modelling analyses supported the impact of perceived privacy, perceived security, perceived usefulness and TTF on the customers’ continued intention to use mobile banking.

The moderation influence of the demographic factors (i.e. age, gender, income level, educational level) was not tested. The data were also collected using a self-report questionnaire; however, it would be more accurate to utilise more statistics from the bank database about the users of m-banking.

This study represents a worthy attempt to test such novel technology (m-banking) in the KSA where there is a scarcity of literature. A considerable theoretical contribution was also made by integrating the TTF model with the TAM in addition to consider privacy and security in one single model. Moreover, considering both perceived privacy and security in the current model creates an accurate picture about the adoption of m-banking especially as there are a limited number of m-banking studies that have considered privacy and security alongside the TTF model and TAM in the same model.

The purpose of this paper is to identify the impact of factors derived from the unified theory of user acceptance of technology (performance expectancy, effort expectancy, social influence, facilitating conditions, age, gender) and of those drawn from literature (perceived risk, perceived enjoyment and innovativeness) on the adoption of m-commerce in India. It also suggests implications of these for the consumer behavior theory practitioners and marketers.

Data were collected using an online survey from 321 respondents, split into two groups (high and low adoption level users) based on the usage scores of the four categories of m-commerce- location-based, transaction-based, entertainment and content delivery. Logistic regression technique was used to identify the prominent factors among the nine identified influencers to understand the differences between the two groups.

The findings of this paper are sample biasness, self-reported m-commerce adoption level, limited m-commerce categories and specific context.

Except the two factors of performance expectancy and facilitating conditions, all other variables discriminate between low and high adoption levels of m-commerce services in India. Social influence, perceived enjoyment and innovativeness were the three main factors that were found to have the most significant impact on the discrimination levels of m-commerce service users in India. Further, it was found that women and the younger generation users of m-commerce showed a greater propensity for adopting m-commerce practices.

Marketers need to focus on key factors like social influence, perceived enjoyment, perceived risk and effort expectancy to persuade the young and innovative consumer target groups increase their adoption of m-commerce services.

This is the first study of its kind to explore factors that distinguish users with low and high levels of m-commerce adoption, by taking into consideration all four categories of m-commerce (transaction-based, content delivery, location-based and entertainment). In doing so, it highlights the need for marketers to focus on factors beyond facilitating conditions and performance expectancy, to enhance the adoption of m-commerce practices.