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Performance analysis often considers numerous factors contributing to performance, and the relative importance of these factors is evolving based on dynamic conditions and requirements. Investigating large numbers of factors and understanding individual factors' predictability within the ultimate performance are challenging tasks. A visual analytics approach that integrates interactive analysis, novel visual representations, and predictive machine learning models can provide new capabilities to examine performance effectively and thoroughly. Currently, only limited research has been done on the possible applications of visual analytics for performance evaluation. In this dissertation, two specific types of performance analysis are presented: (1) organizational employee performance evaluation and (2) performance improvement of machine learning models with interactive feature selection. Both application scenarios leverage the human-in-the-loop approach to assist the identification of influential factors. For organizational employee performance evaluation, a novel visual analytics system, MetricsVis, is developed to support exploratory organizational performance analysis. MetricsVis incorporates hybrid evaluation metrics that integrate quantitative measurements of observed employee achievements and subjective feedback on the relative importance of these achievements to demonstrate employee performance at and between multiple levels regarding the organizational hierarchy. MetricsVis II extends the original system by including actual supervisor ratings and user-guided rankings to capture preferences from users through derived weights. Comparing user preferences with objective employee workload data enables users to relate user evaluation to historical observations and even discover potential bias. For interactive feature selection and model evaluation, a visual analytics system, FeatureExplorer, allows users to refine and diagnose a model iteratively by selecting features based on their domain knowledge, interchangeable features, feature importance, and the resulting model performance. FeatureExplorer enables users to identify stable, trustable, and credible predictive features that contribute significantly to a prediction model.

Innovative technologies for construction project management are constantly emerging in the construction industry's global landscape, yet the rate of failed projects within the Nigerian construction sector due to poor coordination of construction tasks is on the rise. An unanswered question in the literature remains as to why construction project managers in Nigeria remain slow to adopt new technologies for improving decision-making processes and project success rates. The purpose of this qualitative single case study with embedded units was to understand the perceptions of construction project managers in Nigeria regarding their barriers to technology adoption. This study was framed by 2 conceptual models: Usman and Said's model of factors contributing to information and communication technology adoption in Nigerian construction firms and Waziri, Mustapha, and Idris' model of factors influencing IT adoption in Nigerian construction organizations. Semistructured interviews involving 10 participants, reflective field notes, and archival data provided information regarding the barriers to technology adoption experience of construction project managers in Nigeria. Thematic analysis of the textual data and synthesis produced 5 conceptual categories for 14 identifiable themes from the study. The conceptual categories were (a) adoption of technology, (b) culture, (c) organizational performance, (d) innovative technology, and (e) interorganizational collaborations. The findings from this study may serve as a catalyst for positive social change by challenging existing technology-avoidance behavior in the Nigerian construction industry, and opening new opportunities for improved project delivery in the Nigerian national economy.

Plannings systems which can be considered as modules of an Enterprise Resource Planning system play a vital role in different types of organizations. The effects of the planning systems towards the Management Control Systems and organizational performance are less investigated in the context of not-for-profit/service providing organizations. This study sheds light on the effects of the planning systems on informal management controls and non-financial organizational performance by investigating the Swedish university sector through a case study performed at the Royal Institute of technology where the data were gathered using semi-structured interviews from different administrators using the planning systems. The study presents the effects of ten planning systems towards personnel controls, cultural controls and planning & decision making controls. It further examines how the planning systems affect the personnel development, workplace relationships, employee satisfaction and other type of organizational performance measures. In this endeavour, the results of this study shows how the personnel controls affects the personnel development, cultural controls affects the workplace relationships and planning & decision making controls affects the employee satisfaction, all in the light of different planning systems. Furthermore, it was also found out how different planning systems affect different organizational performance measures, namely, quality and efficiency of processes, quality of staff, employee health & safety, gender equality, premises and infrastructure, student attractiveness, quality assurance, research & education and external professional relationships. Finally this study generalizes the results found through investigating each planning system, which can be applied to the university sector/not-for-profit organizational sector in Sweden. / ME200X

Telecommuting, or working away from the office, has during the covid-19 pandemic proved both challenging and advantageous. The new prerequisites and lessons learned has led companies to adopt Hybrid Virtual Models (HVM), a combination between in office work and telecommuting. The purpose of this study has been to analyze this new way of working in order to provide practitioners with important insight into the implications and possibilities with HVM. The theoretical contribution consists of broadening scarce theoretical coverage by highlighting important aspects for its implementation and usage. Empirical data has been gathered using an abductive method and indicates that voluntary HVM leads to increased organizational performance in terms of less sick days and increased employer attractiveness as a result of being highly desired. Concluded in the study is that a balance between office work and flexible telecommuting is the best way to organize to meet the demands of the future. / Pandemin flyttade mycket av verksamheten från kontoret till anställdas hem. I takt med att restriktionerna lättas ställs företagen inför frågan hur de ska organisera sig givet de nya förutsättningarna. Distansarbete har visat vara både utmanande och fördelaktigt. Detta har lett till att företagen infört virtuella hybridmodeller (HVM). En kombination av arbete på kontoret och på distans. Studiens syfte har varit att analysera detta nya sätt att arbeta för att ge branschverksamma viktiga insikter om konsekvenser och möjligheter med hybridorganisering. Det teoretiska bidraget breddar det tidigare knapphändiga teoretiska underlaget genom att belysa aspekter för hybridarbetets genomförande och användning. Empirisk data har samlats in genom en abduktiv metod och visar att HVM tenderar att öka prestation på grund av färre sjukdagar och image av att vara en attraktiv arbetsgivare. Studien kommer fram till att en balans mellan kontorsarbete och distansarbete är det bästa sättet att organisera sig för att möta framtidens krav

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Global Alliance of Marketing and Management Associations (GAMMA). The purpose of this study was to examine the effects of employees’ extra-role behaviors on desired organizational outcomes in sport. An assessment of innovative work behaviors and organizational citizenship behaviors of Minor League Baseball team front office employees was conducted as organizations planned for an upcoming season. An empirical model controlling for extraneous factors was developed and tested. Results revealed organizational citizenship behaviors of front office employees positively affected attendance during the season for Triple-A and Double-A level franchises. No significant effects between employees’ organizational citizenship and team attendance was seen in lower level teams. Employees’ innovative work behaviors were not significantly related to team attendance. The current study indicates that these sport organizations may not be benefitting from the behaviors it celebrates in its employees, namely the extra role behaviors. This study has demonstrated that context specific factors can substantially alter expected employee and organizational behaviors.

To date, police organizations have not been rigorously analyzed by organizational scholars and most analysis of these organizations has been captured through a single construct. The purpose of this study is to develop confirmatory police organizational analysis by validating a multi-dimensional conceptual framework that explains the relationships among three constructs: environmental constraints, the design structures of police organizations, and organizational performance indicators. The modeling is deeply rooted in contingency theory, and the influence of isomorphism and institutional theory on the covariance structure model are investigated. One hundred and thirteen local police organizations from the State of Florida are included in this non-experimental, cross-sectional study to determine the direct effect of the environmental constraints on the performance of police organizations, the indirect effect of environmental constraints on the performance of police organizations via the organizational design structure of police organizations, and the direct affect of organizational design structure on performance of police organizations. For the first time, structural equation modeling and data envelopment analysis are used together to confirm the effects of the environment on police organization structure and performance. The results indicate that environmental social economic disparity indicators have a large positive effect on police resources and a medium effect on police efficiency. Propensity of crime indicators has a large negative effect on police resources, and population density has a small to medium negative effect on crime clearance. Structure has a much smaller effect on performance than the environment. The results of the efficiency analysis revealed unexpected findings. Three of the top five largest police organizations in the study scored maximum efficiency. The cause of this unexpected result is explained and confirmed in the covariance model. The study methodology and results enhances the understanding of the relationship among the constructs while subjecting environmental and police organizational data to two comprehensive analytical techniques. The policy implications and practical contributions of the study provide new knowledge and information to organizational management of police organizations. Furthermore, the study establishes a new approach to police organizational analysis and police services management research called Police Services Management Research (PSMR) that encompasses a variety of disciplines with a primary responsibility of theory building and the selection of theoretical framework.

Abstract:In the dynamic landscape of contemporary organizations, the complex interplay between motivation and employee performance creates a complex tapestry that shapes the path of success. Scholars recognize the important role of motivation in driving and promoting employee performance, yet a comprehensive understanding of the complex ways in which these values are embedded within the organization is lacking. There has been some research on the relationship between employee performance and motivation. The definition of motivation and two well-known theories of motivation are covered in this essay. A comprehensive examination of the literature is done to investigate the connection between motivation factors and employee performance. It has been discovered that employees' dedication to their work is influenced by both intrinsic and extrinsic motivation factors. The study explores the impact of motivation factors in organizational performance. A quantitative study based on Sweden Stockholm. Our findings show that motivation factors contribute significantly to employee performance and effectiveness. The quantitative method includes administering a wide range survey with employees working in Stockholm, Sweden to collect data on their motivation level and its impact on overall employee performance.

Supply reduction efforts by drug law enforcement departments are a significant factor in improving the effectiveness of drug control policies. As with other public organizations, the performance of drug law enforcement departments is one of the most important concerns for policy makers. Therefore, improving the performance of these departments is crucial in order for governments to constrict illegal drug markets and prevent illegal drug distribution. The literature suggests that social capital may have significant implications for policy makers and practitioners in terms of enhancing organizational performance.Social capital has recently been examined at the organizational level. It may contribute to organizational effectiveness by increasing motivation, solving coordination problems, facilitating information flow between individuals and organizations, and developing knowledge within organizations. Because of the nature of the work, drug law enforcement departments or agencies require information sharing, cooperation, and motivation, all possible derivatives of social capital.Using a measurement model of organizational social capital, this study examines relationships among three dimensions of organizational social capital. The influence of social capital on the perceived performance of drug law enforcement departments is investigated using structural equation modeling. Possible correlations among these dimensions or domains of organizational social capital are also empirically tested.Using survey data from 12 city law enforcement departments in Turkey, this study examines three social capital dimensions: (1) the structural dimension, concerning the extent to which officers within a department informally interact with each other; (2) the relational dimension, referring to the normative qualities of relationships among officers, such as trust and reciprocity; and (3) the cognitive dimension, reflected by shared language, shared interpretation, and shared vision.Four research hypotheses were tested and supported by the statistical results. The study's findings indicate that the relational and cognitive social capital variables have a direct and positive relationship with the perceived performance of drug law enforcement departments. Relational and cognitive social capital, as latent constructs, were shown to have a strong relationship with organizational performance. Structural social capital, however, does not have a direct relationship with but may indirectly influence performance. This result indicates that structural social capital may influence organizational performance only indirectly, through its joint influence with two other social capital domains. On the other hand, strong and positive intercorrelations were found among the three dimensions. The results suggest that social capital is essential for drug law enforcement departments because police officers who know, understand, and trust each other are more likely to work together efficiently and effectively towards achieving organizational performance.According to the findings, informal structures shaped by informal relations among officers within the departments may also be an important factor for organizational performance. Investing in the development of social interactions and networks and building trust within organizations is important in order for administrators to improve organizational performance. The results of this conceptually grounded and empirical study suggest that drug law enforcement departments or agencies should pay close attention to promoting social capital among officers in order to fight effectively against drug trafficking.