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This research intends to develop a model for predicting employees at a high-risk attrition and identify the most important factors affecting them.

In this study, using the triangulation technique of a mixed research method, the employee attrition problem is investigated by identifying its affecting factors. For that matter, data related to the human resources department of a pharmaceutical company in Iran are used. And to achieve the intended goal, advanced data mining algorithms and interviews with human resource managers are applied.

A model for predicting employees at a high-risk attrition is presented based on the gradient boosting machine algorithm with 89% accuracy. The use of the mixed research approach shows that qualitative and quantitative methods can be more effective in identifying the factors affecting employee churn or loss of staff. The results also contain a new situation arising out of the COVID-19 pandemic and remote working scenarios having impact on employee attrition. Finally, human resource policies are presented based on variables related to each of the identified factors.

The novel contributions of this study include real data related to a leading pharmaceutical company as well as a combination of two quantitative and qualitative methods. The hybrid approach can identify the reasons for attrition and, consequently, retention policies to benefit from the advantage of both approaches. Data mining can be useful to identify the factors, which are usually not mentioned in termination interviews, such as direct managers. On the other hand, the results obtained from termination interviews can also include features that the authors cannot identify through data mining, which are specifically related to the characteristics of the pharmaceutical industry such as building a more professional career path. From a practical perspective, since this company specializes in pharmaceutical marketing in a new way and is primarily comprised graduates, it is important to note that the churn of specialized people disperses organizational and technological know-how. On the other hand, the pharmacist community in Iran is small, and their attrition might adversely affect not only the reputation of an organization but the employer's brand as well. So, this research would help other similar firms in retaining their valuable human capital.

This study aims to investigate the direct effect of the behavior-based sales control system on job outcomes: salesperson’s performance and turnover intentions. The current study also intends to integrate these two streams by conceptualizing work engagement as a mediating variable between behavior-based sales control systems and salespersons’ job outcomes in the pharmaceutical sales context.

Data was collected through multi-stage stratified random sampling from a sample of 619 salespersons working in 20 pharmaceutical firms (multinational and national) through self-administered questionnaires.

The structural equation model yielded results indicating that the behavior-based sales control system was positively related to salespersons’ work engagement and negatively to turnover intentions while the relationship between the behavior-based sales control system and salespersons’ job outcomes was mediated by work engagement.

Two relatively separate lines of investigation have appeared in academic literature. The first line centered on sales force control systems and salespersons’ related consequences, whereas the second line of investigation emphasizes work engagement and its consequences. Although both lines are important, a diminutive research effort has been made to join these two different lines of investigation in sales management, specifically, in the pharmaceutical context. Focusing on this, the current research explores the role of an unexplored construct of work engagement in a pharmaceutical sales context. Second, it addresses the need to identify additional mediating variables to clarify the inconsistent relationship between sales control systems and job outcomes, such as job performance and turnover intentions.

This paper aims to investigate the relationship between entrepreneurial motivation and pharmapreneurial intention among pharmacists in Jordan.The authors also assessed the moderating effect of gender and the COVID-19 pandemic on the relationship between these two variables.

This study is a quantitative study targeting pharmacists and using a nonprobability sample. A structured questionnaire was distributed through official channels to the entire population of registered pharmacists in Jordan. SmartPLS 3 was used for carrying an advanced structural equation model analysis, and SPSS 26 for the descriptive statistics.

The three entrepreneurial motivation variables (behavioral control [BC], risk tolerance and desirability of self-employment) affected pharmapreneurial intention, with BC contributing more to pharmapreneurial intention among pharmacists in Jordan than the other variables examined. On the other hand, gender and COVID-19 did not moderate this relationship.

The authors find that entrepreneurial motivation affects pharmapreneurial intention. Consequently, the authors provide insights to policymakers and educators regarding dovetailing the recent financial literacy programs implemented in Jordanian schools with medical education in Jordan to better motivate the formation of pharmapreneurial intention.

Policymakers and educators should be dovetailing the recent financial literacy programs implemented in Jordanian schools with medical education in Jordan to better motivate the formation of pharmapreneurial intention.

To the best of the authors’ knowledge, this is the first study to examine pharmapreneurship in Jordan.

The purpose of this study is to understand customer experience (CX) in business-to-business (B2B) markets through the perspectives of buyer–seller dyads. This study aims to evaluate how customer journey, touchpoints and digital and social media (DSM) influence CX and offer avenues for sellers to align their efforts with buyers’ requirements to create and manage CX.

Integrating insights of practicing buyers and sellers in the pharmaceutical B2B industry, this study follows the phenomenological approach to understand their experience through their perspectives on the customer journey, touchpoints and DSM.

The findings of this study include convergence in the perspectives in journey stages, journey enablers, stakeholder involvement, touchpoint preference and DSM’s use. The study findings also include divergence in perspectives in the senior management engagement, journey enablers, selling center involvement, DSM purpose and usage of DSM platforms. These offer opportunities for sellers to align with buyer journey, touchpoints and DSM to create and manage CX.

Sellers in pharmaceutical B2B markets have been dependent on traditional knowledge to influence customer journey and touchpoints and the advent of DSM has enhanced the challenge. To avoid this confusion, sellers need to have clarity of customers’ expectations on the journey, touchpoints and DSM. This enables sellers to allocate their resources better to achieve the desired outcome in CX.

This first-of-its-kind study captured the convergence and divergence perspectives of pharmaceutical B2B buyer–seller dyads from the lens of the uncertainty reduction theory and social penetration theory. The study suggests opportunities for pharmaceutical sellers to create and manage CX.

This paper investigates the interactional relationships between sustainable human resource management (SHRM) and organizational performance (OP). Sustainable HRM is an approach that links HRM and sustainability. These studies focused on integrating HR with sustainable developments, such as economic and social aspects, in favour of focusing on the environmental aspect. Organizational change is an ongoing process that has to be managed effectively to keep the change in place for a long time.

A framework was offered to estimate the cause-and-effect relation of the SHRM and OP factors. Data is gathered from professionals from various pharmaceutical industries. This study applied two methods, Fuzzy AHP and DEMATEL Type II. These techniques are used to understand the cause-and-effect factors and their interactions.

It was observed from the findings that the factor of SHRM, such as Social Justice (F2), Green Job Design (F5), Green Training (F6) and Implementation of Green Policy (F8), was the most critical for the pharmaceutical sector that effects Financial performance (F13), Customer Satisfaction (F15) and Market performance (F14). Pharmaceutical firms ought to coordinate public health advocacy efforts, engage in healthcare initiatives and provide financial support for environmentally friendly efforts that improve social and economic conditions.

For this sustainability, managers concentrate on creating an environment that is healthy and acceptable, and they work hard to mitigate the impact of natural factors and repair damage done to the environment; it is essential to move towards sustainable development to resolve environmental problems. Improving HR efficiency is among essential HRM responsibilities, as they expand the knowledge base of the workforce, enhance human capital, and eventually create valuable intangible assets and promote and encourage sustainable pharmaceutical products for some years.

This research paper has presented exclusive worth to the SHRM and organizational performance literature as it employs fuzzy FAHP and DEMATEL type 2. There is less research on SHRM in the pharmaceutical sector with these factors. In addition, FAHP and TYPE 2 DEMATEL are used in very few researches on SHRM approaches.

The current paper extends previous studies on the match between CEO and firm and explores whether certain characteristics of young CEOs make them more desirable to young firms. Results in this paper will provide useful information to startup companies when they need to find managers leading the firms.

This study use a large sample of panel regression to study the match between CEOs and firm via a difference-in-differences approach.

The author finds that young firms hire a disproportionately higher percentage of young CEOs than established firms. Young firms led by young CEOs exhibit higher growth rates in sales and assets and invest more in capital expenditure and R&D activities than similar firms led by older CEOs. Young CEOs in young firms also receive higher compensation than both older CEOs working in young firms and young CEOs working in established firms.

There are many studies examining how CEO age affect their decision-making process. There are also many studies examining the differences between young firms and established firms. However, there is no study so far examining the intersection of the two questions above. Specifically, whether the differences between young vs established firms make certain characteristics of young CEOs beneficial to young firms.

The purpose of this paper is to investigate employees’ perception of their organization and to examine the impact of such perception on overall employee satisfaction using qualitative and quantitative employee reviews in an online platform.

The employee online reviews were classified into positive and negative sentiments using sentiment analysis. Further, multiple regression was employed to examine the impact of sentiments (positive and negative) and employee ratings on pre-defined job attributes in explaining overall employee satisfaction with the organization.

The findings of the sentiment analysis shows that employee online reviews exhibit more positive sentiments than negative sentiments. Positive sentiments show a significant positive effect, and negative sentiments show a significant inverse relationship with overall employee satisfaction. Further, pre-defined job attributes are differently related to overall employee satisfaction with the organization, skill development being the strongest predictor.

Practitioners may customize the organization's policies and practices based on the sentiments associated with employee reviews. Organizations emphasizing employee engagement and satisfaction are suggested to include skill development as their priority.

Most existing work on overall employee satisfaction is primarily based on the survey questionnaire method; only recently, online employee reviews (OERs) are gaining attention. The current research uses employee online reviews to study overall employee satisfaction.

The pandemic induced lockdown lead to supply and manufacturing disruptions that were swiftly dealt with by the Indian Pharma Industry through successful industry-government collaboration. By May 2020 production was back to normal and exports were higher than the same period in May 2019. The case deals with the processes that enabled this to happen, the policy responses and the changes that happened in the period from March 2020 to August 2020.

This study aims to examine the applicability of Hartmann et al.’s (2018) service ecosystem framework to the day-to-day management of the modern sales force. The authors provide a review of the framework, acknowledging its strengths, while also indicating areas for advancement. The authors conclude with recommendations to the framework and indicate opportunities where future research could advance sales theory.

A review of the theoretical underpinnings of the service ecosystem framework is weighed against the established roles and responsibilities of the modern sales force in the literature.

The ability of the framework to capture the multi-level, multi-actor and dynamic aspects of sales represents an improvement in the conceptualization of selling is critical. Suggestions around the refinement for meso-level sales interactions and a more pliant application of service dominant-logic are offered.

The suggested extensions of the framework continue the advancement of novel theorization for the field of sales. Priorities for future research include consideration of ethical implications of the framework and formulations of new management strategies reflective of the broad and dynamic properties of the ecosystem conceptualization.

This paper provides managerial guidelines and implications tied specifically to the thick and thin crossing points and how they may impact employee decision-making.

To the best of the authors’ knowledge, this study is the first to pointedly examine the service ecosystem framework with respect to established principles of managing a modern sales force.

This study aims to investigate the consumer behavior toward telemedicine services in India during the COVID-19 pandemic onset. With lockdown restrictions and safety concerns in visiting brick-and-mortar clinics or hospitals during the pandemic, Telemedicine had emerged as a potent alternative for seeking redressal to health issues. Based on theory and focus interviews with the telemedicine users, the researchers proposed a model to understand the intent and actual usage of telemedicine in India.

The cross-sectional study undertaken used a questionnaire designed on a seven-point Likert scale and administered to respondents with the objective of identifying the determinants of intent and actual usage of telemedicine services. Simple random sampling was used to collect primary data. The data was cleaned and finally a sample of 405 responses complete in all respects was considered for analysis. The questionnaire comprised of 34 items and following the recommendation of Hair et al. (2016), which says the minimum sample size in structural equation modeling should be ten times the number of indicator variables, a sample size of 405 was deemed adequate.

The research paper finds that performance expectancy, attitude, credibility and self-efficacy positively impact the intention of consumers to use telemedicine services. As the effort expectancy or risk perception toward telemedicine increases the intent and actual usage of telemedicine decreases. The intention to use telemedicine emerged as a strong predictor of the actual usage of telemedicine. Intent to use telemedicine was explained 81.4% by its predictors of performance expectancy, effort expectancy, attitude, risk, credibility and self-efficacy, and actual usage was explained 79.9% by its predictors. This study also reports that telemedicine was found to be popular among chronic as well as episodic patients though the preference was skewed in favor of the episodic patients. One of the advantages of telemedicine is its availability round the clock, and the study found that 8 a. m. to 12 noon time slot as the most preferred slot for seeking telemedicine services.

Chang (2004) opined that telemedicine can fulfill the needs of all stakeholders: citizens, health-care consumers, medical doctors and health-care professionals, policymakers, and so on. Considering the promise telemedicine holds, this realm must be studied and leveraged to the full potential. The study found that patients were using telemedicine even for their day-to-day aliments. This indicates a growing popularity of telemedicine and as such an opportunity for telemedicine companies to leverage it. In India, pharmaceutical companies cannot give commercial advertisements for medicines, and the same can only be sold through a registered medical practitioner’s prescription. As such there is total dependency on the medical practitioner for the sale of medicines. Telemedicine companies offer services of home delivering medicines clubbed with medical consultation thus giving them forward integration in their business models. Using telemedicine the patients had control over the timings of the services offered, and as such the waiting time to get a consultation and subsequent treatment was reduced considerably. Best medical advice from across the globe is available to the patient at less cost. Medical practitioners also stand to benefit as they can treat a variety of cases, collaborate among the medical fraternity and give consultation safely in case of fatal contagious diseases.

This study points to a definite growing popularity of telemedicine services not only in episodic patients but also chronic patients. Telemedicine with its unique advantages holds the promise to grow exponentially in the future and is a compelling health-care segment to focus on for delivering health-care solution to the geographically distant consumers.