198 results on '"Multilevel research"'
Search Results
2. From entrepreneurial leadership to new product development performance: A study of the Coleman bathtub model
- Author
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Sultan, Madeeha, Hussain, Ghulam, Ismail, Wan Khairuzzaman Wan, and Rashid, Muhammad Amir
- Published
- 2024
- Full Text
- View/download PDF
3. Performance, job crafting and work context: practical implications from a multilevel perspective
- Author
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Queiroga, Fabiana, Franco, Gabriel Carvalho, Valentini, Felipe, and Andrade, Érika G.S.A.
- Published
- 2023
- Full Text
- View/download PDF
4. A review of multilevel analysis in hospitality management
- Author
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Pan, Su-Ying
- Published
- 2023
- Full Text
- View/download PDF
5. Employees' reactions to CSR perception and disclosure in the presence of multilevel contingencies
- Author
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Mahmood, Faisal, Saleem, Maria, Qadeer, Faisal, Ariza-Montes, Antonio, and Han, Heesup
- Published
- 2023
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- View/download PDF
6. Multilevel research on factors impacting international branch campuses' global integration and local responsiveness: an empirical investigation of two Canadian cases.
- Author
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Jing, Xiaoli, Ghosh, Ratna, Gong, Siyi, McHardy, David, and Ding, Ruichang
- Subjects
- *
TRANSNATIONAL education , *COLLEGE campuses , *UNIVERSITIES & colleges , *POSTSECONDARY education , *HIGHER education - Abstract
The considerable institutional distance between home and host countries of most international branch campuses (IBCs) necessitates that they address the managerial challenge of balancing global integration and local responsiveness. Previous studies have investigated IBCs' strategies for addressing this challenge as well as the macro- or micro-level factors impacting their strategies. This study extends previous research by constructing a multilevel framework for understanding both macro- and micro-level factors and adopting it to guide the empirical investigation of two Canadian cases. The results demonstrate that the two Canadian IBCs have maintained a high level of localisation in staffing but different levels of globalisation in curriculum. Like many other IBCs, these two IBCs, as institutions, are inactive in research, although they do provide occasional support for research activities. Such strategies are increasingly influenced by the institutional forces in their host countries than those in their home country at the macro level. At the micro level, the strategies are primarily impacted by their students' educational demands. These findings exemplify strategies for other IBCs and for Canadian postsecondary institutions that consider opening overseas campuses. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
7. Eight organizational enablers of digital service-sales ambidexterity in industrial firms
- Author
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Classen, Moritz and Friedli, Thomas
- Published
- 2022
- Full Text
- View/download PDF
8. Critical realist multilevel research in business marketing: a laminated conceptualization of resilience
- Author
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Vanharanta, Markus and Wong, Phoebe
- Published
- 2022
- Full Text
- View/download PDF
9. Taking the P in political corporate social responsibility seriously.
- Author
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Wickert, Christopher and van Witteloostuijn, Arjen
- Subjects
SOCIAL responsibility of business ,ENVIRONMENTAL responsibility ,POLITICAL participation ,SOCIAL responsibility ,INTERNATIONAL organization - Abstract
In this commentary, we engage with the study by Carney, El Ghoul, Guedhami, Lu and Wang, titled "Political corporate social responsibility: The role of deliberative capacity." Their study provides empirical support for earlier claims that deliberative capacity – the capacity of political institutions to enable diverse stakeholders to collectively assemble and voice their opinions – is an important building block to understanding the prominence or lack thereof of corporate social responsibility (CSR) in a country. In so doing, Carney and co-authors contribute to the so-called "Political CSR" or PCSR literature. Yet, their study carries two important shortcomings that can be addressed to bring PCSR research forward in an IB context. First, they ignore a fundamental tenet of the PCSR literature, namely the existence of global governance gaps requiring private businesses to actively engage in political activity. Second, and related to the first, their model and associated variables are misspecified, with independent and dependent variables that are at least partially overlapping. Departing from these shortcomings, we attempt to engage constructively with their work in the interest of advancing the conversation in IB about private sector involvement in democratic will formation to achieve social and environmental responsibility. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
10. Why They Want to Leave? A Three-Level Hierarchical Linear Modeling Analysis of Teacher Turnover Intention
- Author
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Qin, Lixia and Khine, Myint Swe, editor
- Published
- 2022
- Full Text
- View/download PDF
11. Transparency and Replicability of Multilevel Modeling Applications: A Guideline for Improved Reporting Practices
- Author
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Luo, Wen, Baek, Eunkyeng, Li, Haoran, and Khine, Myint Swe, editor
- Published
- 2022
- Full Text
- View/download PDF
12. Homogeneity, heterogeneity, or independence? A multilevel exploration of Big Five personality traits and cultural values in 40 nations.
- Author
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Stackhouse, Madelynn, Rickley, Marketa, Liu, Yonghong, and Taras, Vasyl
- Subjects
- *
FIVE-factor model of personality , *OPENNESS to experience , *CULTURAL values , *GENDER inequality , *PERSONALITY , *BEHAVIORAL assessment - Abstract
This study performs a multilevel analysis of personality traits and cultural values. With data from 7489 participants across 40 nations, we explore the relationship between Big Five personality traits (openness to experience, conscientiousness, extraversion, agreeableness, and neuroticism) and Hofstede's cultural values (power distance, collectivism, achievement and assertiveness, gender egalitarianism, long-term orientation, uncertainty avoidance, and teamwork preference), considering multilevel data structures. We extend prior research by performing (1) variance decomposition tests to assess how differences in Big Five personality traits are explained by variations between nations versus individuals, (2) variance decomposition tests to determine how differences in Hofstedian cultural values are explained by variations between nations versus individuals, and (3) multilevel correlations to examine "true" personality-culture associations. Findings suggest some disparities between observed versus theoretically expected decomposition patterns. They also indicate minimal between-country variation, which underscores the challenges of categorizing individuals into distinct cultural groups and suggests globalization's shared cultural influence across borders. Multilevel analyses show weaker personality-culture associations than aggregate national-level analyses, emphasizing the need to consider nested data structures in research to prevent skewed correlation estimates and the risk of Simpson's paradox. Overall, findings highlight the importance of adopting multilevel approaches to human behavior theorizing and analysis. • Examined the sources of variance in cultural values and personality in 40 nations • Cultural values vary more across individuals with little between-nation variation. • Cultural values and personality links show statistical independence across levels. • Associations drawn from nation-mean levels may lead to misleading conclusions. • Multilevel research is needed to precisely study cultural values and personality. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
13. Information ecology in digitalising welfare services: a multi-level analysis
- Author
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Pekkarinen, Satu, Hasu, Mervi, Melkas, Helinä, and Saari, Eveliina
- Published
- 2021
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14. A three-wave longitudinal study on the relation between commuting strain and somatic symptoms in university students: exploring the role of learning-family conflicts
- Author
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Mathias Diebig, Jian Li, Boris Forthmann, Jan Schmidtke, Thomas Muth, and Peter Angerer
- Subjects
Commuting strain ,Medical students ,Multilevel research ,Somatic complaints ,Psychology ,BF1-990 - Abstract
Abstract Background We examine the role of learning-family conflicts for the relation between commuting strain and health in a sample of medical university students. The first goal of the study was to investigate the mediating role of learning-family conflicts. The second goal was to extend the temporal view on relations between study variables. Therefore, we differentiated long-term systematic change among variables over a period of two-years from a dynamic perspective with repeated commuting events on the individual level of analyses. Methods We applied a multilevel research design and collected survey data from 128 medical students on three points in time (N = 339 measurement points). Participants informed about commuting strain, learning-family conflicts, somatic symptoms, as well as commuting distance and time. Results Bayesian multilevel analyses showed that results differed with regard to level of analysis: while learning-family conflicts mediated the relation between commuting strain and somatic symptoms on a systematic aggregation-level perspective of analysis (indirect effect estimatebetween = 0.13, SE = .05, 95% CI [0.05; ∞), Evidence Ratio = 250.57), this was not the case on the dynamic event perspective (indirect effect estimatewithin = 0.00, SE = 0.00, 95% CI [− 0.01; ∞), Evidence Ratio = 0.84). Conclusions We demonstrated that learning-family conflicts explain why commuting may have unfavorable effects on health for medical students. We also showed that it is the long-term commuting experience that is related to health complaints and not the single commuting event. This means that short-term deviations from general levels of commuting strain do not cause somatic symptoms, but general high levels of commuting strain do instead.
- Published
- 2021
- Full Text
- View/download PDF
15. The Relative Importance and Interaction of Contextual and Methodological Predictors of Mean rWG for Work Climate.
- Author
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Burke, Michael J., Smith-Crowe, Kristin, Burke, Maura I., Cohen, Ayala, Doveh, Etti, and Sun, Shuhua
- Subjects
- *
APPLIED psychology , *INDUSTRIAL psychology , *PSYCHOLOGICAL research , *INDEPENDENT variables - Abstract
A variety of collective phenomena are understood to exist to the extent that workers agree on their perceptions of the phenomena, such as perceptions of their organization's climate or perceptions of their team's mental model. Researchers conducting group-level studies of such phenomena measure individuals' perceptions via surveys and then aggregate data to the group level if the mean within-group agreement for a sample of groups is sufficiently high. Despite this widespread practice, we know little about the factors potentially affecting mean within-group agreement. Here, focusing on work climate, we report an investigation of a number of expected contextual (social interaction) and methodological predictors of mean rWG, a common statistic for judging within-group agreement in applied psychology and management research. We used the novel approach of meta-CART, which allowed us to assess the relative importance and possible interactions of the predictor variables. Notably, mean rWG values are driven by both contextual (average number of individuals per group and cultural individualism-collectivism) and methodological factors (the number of items in a scale and scale reliability). Our findings are largely consistent with expectations concerning how social interaction affects within-group agreement and psychometric arguments regarding why adding more items to a scale will not necessarily increase the magnitude of an index based on a Spearman-Brown "stepped-up correction." We discuss the key insights from our results, which are relevant to the study of multilevel phenomena relying on the aggregation of individual-level data and informative for how meta-analytic researchers can simultaneously examine multiple moderator variables. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
16. Home-Based Care for Children with Serious Illness: Ecological Framework and Research Implications.
- Author
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Boyden, Jackelyn Y., Hill, Douglas L., LaRagione, Gwenn, Wolfe, Joanne, and Feudtner, Chris
- Subjects
HOME care services ,CATASTROPHIC illness - Abstract
Care for U.S. children living with serious illness and their families at home is a complex and patchwork system. Improving home-based care for children and families requires a comprehensive, multilevel approach that accounts for and examines relationships across home environments, communities, and social contexts in which children and families live and receive care. We propose a multilevel conceptual framework, guided by Bronfenbrenner's ecological model, that conceptualizes the complex system of home-based care into five levels. Levels 1 and 2 contain patient and family characteristics. Level 3 contains factors that influence family health, well-being, and experience with care in the home. Level 4 includes the community, including community groups, schools, and providers. Level 5 includes the broader regional system of care that impacts the care of children and families across communities. Finally, care coordination and care disparities transcend levels, impacting care at each level. A multilevel ecological framework of home-based care for children with serious illness and families can be used in future multilevel research to describe and test hypotheses about aspects of this system of care, as well as to inform interventions across levels to improve patient and family outcomes. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
17. Viable destination ecosystems: a perspective article
- Author
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Ness, Håvard
- Published
- 2021
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18. Governing the Life Course through Lifelong Learning: A Multilevel and Multidimensional View.
- Author
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Parreira do Amaral, Marcelo and Tikkanen, Jenni
- Subjects
LIFE course approach ,YOUNG adults ,SOCIAL interaction - Abstract
The life course in general, and the educational trajectories of young people in particular, comprise a high degree of complexity as they take place in iterative, recursive and interactive negotiation processes in which numerous actors, institutions and discourses are involved. In this paper, an attempt is made to combine two conceptual discussions—Life Course and Governance—bringing them to bear on the examination of how Lifelong Learning (LLL) policies have been used to govern young people's life courses. The paper synthesizes different discussions of the complex relations among governance, discourses and structures of opportunity that impact the governing of the life course and particularly educational trajectories. It suggests that the combination of life course research and a governance perspective enables analyzing the governance of educational trajectories along discursive, institutional and relational dimensions of opportunity structures. Considering these various dimensions, the paper argues, allows us to attend to the social interactions, decision-making processes and processing mechanisms that precede and/or underlie educational processes and thus favor or complicate them. The contribution also critically discusses the implications of a governance perspective on life courses and closes with a discussion of the multidimensional and multilevel challenge of governing life course by means of LLL policies. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
19. Implementing Project-Based Alliances: Three Paradoxes of Brokerage.
- Author
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Bizzi, Lorenzo and Miller, Danny
- Subjects
STOCKBROKERS ,LIQUIDATING dividends ,MOTION picture industry ,PARADOX - Abstract
We theorize that organizations with higher brokerage positions (which we call brokers) benefit from access to capital and distribution that, paradoxically, causes them to implement poorer projects but to survive longer. Whereas prior research proposes that such organizations implement alliance projects because of their superior quality, we argue that they can do so despite project quality, because they have better access to capital and distribution. This access subjects their ventures to fewer implementation hurdles. As a result, there emerge three paradoxes and associated hypotheses: (a) brokers are able to implement more alliance projects, but their projects will perform on average more poorly; (b) brokers will tend to ally with other brokers but will do better when they ally with those having lower brokerage positions; and (c) despite the poorer performance of alliance projects, brokers will experience fewer risks and be less likely to exit the business. Paradoxically, brokerage makes organizations perform worse in each alliance but benefit from longer-term sustainability. In a study of 2,694 movie production companies in the Hollywood film industry from 1994 to 2009, we find considerable support for our hypotheses and develop a novel perspective on brokerage. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
20. Key competencies for big data analytics professions: a multimethod study
- Author
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Persaud, Ajax
- Published
- 2021
- Full Text
- View/download PDF
21. The effects of interaction between team climates and KMS value perception on knowledge activities: a multilevel socio-technical systems approach.
- Author
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Min, Jinyoung, Lee, Junyeong, Ryu, Sunghan, and Lee, Heeseok
- Subjects
- *
THEORY of knowledge , *KNOWLEDGE management , *DECISION support systems , *PRODUCTION possibility curve , *MULTILEVEL models - Abstract
As individuals are the actual agents of knowledge management (KM) activities, they are influenced by the technical and social aspects of an organization. The effects of social and technical aspects on KM, however, have either been studied separately, or one aspect has been emphasized over the other. This study used the multilevel approach to investigate the interaction between technical and social systems within the work system of KM by examining how the social system moderates the effects of the technical system on KM activities. The social system is operationalized as a team climate, which is the socially shared perception among members within a team, whereas the technical system is operationalized as the perceived value of the KM systems (KMS), which is the technical information system that deals with organizational knowledge and is realized in the work setting in the form of the perception of individuals. We conducted a field study that involved 80 teams of 419 individuals from three knowledge-intensive companies. A hierarchical linear model was employed to analyze the multilevel structure: individual-level KMS perceptions for operational support and strategic decision support, and KM activities with the team-level affective and innovative climates. Our findings show that the innovative team climate magnifies the effect of the perceived KMS value of individuals for strategic decision support on their knowledge adoption; whereas, the affective climate strengthens the effect of the perceived KMS value of individuals for operational support on their knowledge transformation. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
22. Resilience, Reliability, Safety: Multilevel Research Challenges
- Author
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Le Coze, Jean-Christophe, Wiig, Siri, editor, and Fahlbruch, Babette, editor
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- 2019
- Full Text
- View/download PDF
23. A three-wave longitudinal study on the relation between commuting strain and somatic symptoms in university students: exploring the role of learning-family conflicts.
- Author
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Diebig, Mathias, Li, Jian, Forthmann, Boris, Schmidtke, Jan, Muth, Thomas, and Angerer, Peter
- Subjects
FAMILY conflict ,COLLEGE students ,MEDICAL students ,LONGITUDINAL method ,STUDENT health ,BAYESIAN analysis - Abstract
Background: We examine the role of learning-family conflicts for the relation between commuting strain and health in a sample of medical university students. The first goal of the study was to investigate the mediating role of learning-family conflicts. The second goal was to extend the temporal view on relations between study variables. Therefore, we differentiated long-term systematic change among variables over a period of two-years from a dynamic perspective with repeated commuting events on the individual level of analyses. Methods: We applied a multilevel research design and collected survey data from 128 medical students on three points in time (N = 339 measurement points). Participants informed about commuting strain, learning-family conflicts, somatic symptoms, as well as commuting distance and time. Results: Bayesian multilevel analyses showed that results differed with regard to level of analysis: while learning-family conflicts mediated the relation between commuting strain and somatic symptoms on a systematic aggregation-level perspective of analysis (indirect effect estimate
between = 0.13, SE =.05, 95% CI [0.05; ∞), Evidence Ratio = 250.57), this was not the case on the dynamic event perspective (indirect effect estimatewithin = 0.00, SE = 0.00, 95% CI [− 0.01; ∞), Evidence Ratio = 0.84). Conclusions: We demonstrated that learning-family conflicts explain why commuting may have unfavorable effects on health for medical students. We also showed that it is the long-term commuting experience that is related to health complaints and not the single commuting event. This means that short-term deviations from general levels of commuting strain do not cause somatic symptoms, but general high levels of commuting strain do instead. [ABSTRACT FROM AUTHOR]- Published
- 2021
- Full Text
- View/download PDF
24. Team entrepreneurial competence: multilevel effects on individual cognitive strategies
- Author
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Santos, Susana C., Morris, Michael H., Caetano, António, Costa, Sílvia F., and Neumeyer, Xaver
- Published
- 2019
- Full Text
- View/download PDF
25. Grade retention and academic self‐concept: A multilevel analysis of the effects of schools' retention composition.
- Author
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Van Canegem, Timo, Van Houtte, Mieke, and Demanet, Jannick
- Subjects
- *
GRADE repetition , *REFERENCE groups , *SELF-perception , *SCHOOLS , *STUDENTS - Abstract
Previous studies on the impact of grade retention on academic self‐concept suffer from inconclusive findings. There is no consensus if retention yields long‐term benefits that could offset its opportunity costs and, if so, under what conditions. Therefore, this article examines whether grade retention decreases academic self‐concept and whether this relationship is mediated by sense of belonging. Moreover, we aim to contextualise retention research by accounting for schools' retention composition. Based on reference group theory, the effect of grade retention composition on academic self‐concept is expected to be twofold. Normative reference grouping leads to the assumption that students in high retention composition schools will exhibit lower levels of academic self‐concept, because retainees' values are more likely to spread across all students within the same school. Comparative reference grouping might lead to a moderation effect of retention composition on the relationship between grade retention and academic self‐concept. Multilevel analyses on International Study of City Youth data, consisting of 2,354 students in 30 secondary schools in Ghent (Flanders), revealed a negative association between grade retention and academic self‐concept, which was mediated by sense of belonging. Students in high retention composition schools had a significantly lower academic self‐concept. The impact of being retained on academic self‐concept is not affected by the number of retainees within a given context. Implications are discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
26. The microfoundations of organizational ambidexterity: A systematic review of individual ambidexterity through a multilevel framework.
- Author
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Pertusa-Ortega, Eva M., Molina-Azorín, José F., Tarí, Juan José, Pereira-Moliner, Jorge, and López-Gamero, María D.
- Subjects
- *
ORGANIZATIONAL ambidexterity , *AMBIDEXTERITY - Abstract
The analysis of ambidexterity at the individual level may help to open the black box of organizational ambidexterity and to address the microfoundations of the exploration/exploitation dilemma in order to know how it can be achieved. The purpose of this article is to examine the main characteristics, antecedents, and consequences of individual ambidexterity, highlighting several key theoretical and methodological issues. Through a systematic literature review, we synthesize and integrate knowledge about individual ambidexterity, identifying opportunities and challenges for future research. We propose a multilevel framework that includes antecedents, consequences, and contingent effects of individual ambidexterity and their relationships. This multilevel framework may help to overcome the micro--macro divide in the management field. We also provide a synthesis of future research proposals. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
27. A Good Clinical Learning Environment as an Organizational Challenge
- Author
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Tomietto, Marco, Saarikoski, Mikko, editor, and Strandell-Laine, Camilla, editor
- Published
- 2018
- Full Text
- View/download PDF
28. Abusive Supervision
- Author
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Peng, Ann, Mitchell, Rebecca, and Schaubroeck, John M.
- Published
- 2019
- Full Text
- View/download PDF
29. Home-Based Care for Children with Serious Illness: Ecological Framework and Research Implications
- Author
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Jackelyn Y. Boyden, Douglas L. Hill, Gwenn LaRagione, Joanne Wolfe, and Chris Feudtner
- Subjects
pediatrics ,serious illness ,home-based care ,ecological framework ,multilevel research ,Pediatrics ,RJ1-570 - Abstract
Care for U.S. children living with serious illness and their families at home is a complex and patchwork system. Improving home-based care for children and families requires a comprehensive, multilevel approach that accounts for and examines relationships across home environments, communities, and social contexts in which children and families live and receive care. We propose a multilevel conceptual framework, guided by Bronfenbrenner’s ecological model, that conceptualizes the complex system of home-based care into five levels. Levels 1 and 2 contain patient and family characteristics. Level 3 contains factors that influence family health, well-being, and experience with care in the home. Level 4 includes the community, including community groups, schools, and providers. Level 5 includes the broader regional system of care that impacts the care of children and families across communities. Finally, care coordination and care disparities transcend levels, impacting care at each level. A multilevel ecological framework of home-based care for children with serious illness and families can be used in future multilevel research to describe and test hypotheses about aspects of this system of care, as well as to inform interventions across levels to improve patient and family outcomes.
- Published
- 2022
- Full Text
- View/download PDF
30. Governing the Life Course through Lifelong Learning: A Multilevel and Multidimensional View
- Author
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Marcelo Parreira do Amaral and Jenni Tikkanen
- Subjects
life course research ,governance research ,opportunity structures ,multilevel research ,LLL policy ,Social sciences (General) ,H1-99 - Abstract
The life course in general, and the educational trajectories of young people in particular, comprise a high degree of complexity as they take place in iterative, recursive and interactive negotiation processes in which numerous actors, institutions and discourses are involved. In this paper, an attempt is made to combine two conceptual discussions—Life Course and Governance—bringing them to bear on the examination of how Lifelong Learning (LLL) policies have been used to govern young people’s life courses. The paper synthesizes different discussions of the complex relations among governance, discourses and structures of opportunity that impact the governing of the life course and particularly educational trajectories. It suggests that the combination of life course research and a governance perspective enables analyzing the governance of educational trajectories along discursive, institutional and relational dimensions of opportunity structures. Considering these various dimensions, the paper argues, allows us to attend to the social interactions, decision-making processes and processing mechanisms that precede and/or underlie educational processes and thus favor or complicate them. The contribution also critically discusses the implications of a governance perspective on life courses and closes with a discussion of the multidimensional and multilevel challenge of governing life course by means of LLL policies.
- Published
- 2022
- Full Text
- View/download PDF
31. The Relative Importance and Interaction of Contextual and Methodological Predictors of Mean rWG for Work Climate
- Author
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Burke, Michael J., Smith-Crowe, Kristin, Burke, Maura I., Cohen, Ayala, Doveh, Etti, and Sun, Shuhua
- Published
- 2022
- Full Text
- View/download PDF
32. Multilevel Methods and Statistics: The Next Frontier.
- Author
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Eckardt, Rory, Yammarino, Francis J., Dionne, Shelley D., and Spain, Seth M.
- Subjects
STATISTICS - Abstract
The purpose of this article is to take stock of extant multilevel methodological and statistical work and highlight needed areas for future research. A basic overview of the history and progression of multilevel methods and statistics in the organizational sciences is provided, as well as a discussion of recent developments to summarize the current state of the science. The eight articles in the current feature topic are also summarized and integrated to depict several themes and directions for the next wave of multilevel methods and statistics. Last, to highlight what still needs to be accomplished in the field, several unresolved issues and future research topics are noted and an agenda related to future multilevel work is discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
33. An Integrated Approach to Testing Dynamic, Multilevel Theory: Using Computational Models to Connect Theory, Model, and Data.
- Author
-
Ballard, Timothy, Palada, Hector, Griffin, Mark, and Neal, Andrew
- Subjects
DYNAMIC testing ,MODEL theory ,PARAMETER estimation ,CONFORMANCE testing ,COMPLEXITY (Philosophy) - Abstract
Some of the most influential theories in organizational sciences explicitly describe a dynamic, multilevel process. Yet the inherent complexity of such theories makes them difficult to test. These theories often describe multiple subprocesses that interact reciprocally over time at different levels of analysis and over different time scales. Computational (i.e., mathematical) modeling is increasingly advocated as a method for developing and testing theories of this type. In organizational sciences, however, efforts that have been made to test models empirically are often indirect. We argue that the full potential of computational modeling as a tool for testing dynamic, multilevel theory is yet to be realized. In this article, we demonstrate an approach to testing dynamic, multilevel theory using computational modeling. The approach uses simulations to generate model predictions and Bayesian parameter estimation to fit models to empirical data and facilitate model comparisons. This approach enables a direct integration between theory, model, and data that we believe enables a more rigorous test of theory. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
34. Linkages between empowering leadership and subjective well-being and work performance via perceived organizational and co-worker support
- Author
-
Kim, Daeho, Moon, Chul Woo, and Shin, Jiseon
- Published
- 2018
- Full Text
- View/download PDF
35. Measurement of the Psychosocial Work Environment in Spanish: Validation of the Psychosocial Factors Questionnaire 75 (PSF-Q75) to Capture Demands and Resources at Different Levels of Analysis
- Author
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Hector P. Madrid, Cristian A. Vasquez, and Malcolm Patterson
- Subjects
psychosocial risks ,job demands–resources model ,multilevel research ,affect at work ,stress ,engagement ,Psychology ,BF1-990 - Abstract
The psychological work environment is composed of both stressful and motivational work conditions at different levels of analysis. However, most relevant theory and research lack an integrative conceptualization and appropriate instrumentation to account for this work context structure. These limitations are particularly present in non-mainstream populations, such as the Spanish community of researchers and practitioners. In this study, based on the job demands–resources model, we present an updated conceptualization in which stressful and motivational psychosocial factors are integrated and defined at the job, the group, and the organizational level of analysis into a single conceptualization. Furthermore, derived from this conceptualization, we present a study of the development and validation of a questionnaire to account for the psychosocial work environment in Spanish, labeled Psychosocial Factors Questionnaire 75 (PSF-Q75), which provides measures for 23 different psychosocial factors. The results of this study supported the questionnaire’s construct, convergent, divergent, and predictive validity, together with its reliability. Thus, this conceptualization and questionnaire provides researchers and partitioners with a more comprehensive approach to the assessment of the psychosocial work environment and promises benefits for interventions in the workplace.
- Published
- 2020
- Full Text
- View/download PDF
36. Multilevel Perspective of Human Capital Resources: Recent Debates on Construct Clarification and its Measurement.
- Author
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Chatleska, Vesna Zabijakin
- Subjects
HUMAN capital ,DEBATE ,ORGANIZATIONAL research ,EMPIRICAL research ,MULTILEVEL models - Abstract
The concept of human capital is defined by G. S. Becker as knowledge, information, ideas, skills, and health of individuals. This concept has influenced many strategic and organizational scholars. With assumption that human capital as an internal organizational resource can be a determinant of competitiveness of the firm, many strategy scholars are interested in human capital resources as a macrolevel phenomenon and conceptualized at higher, organizational level. Simultaneously, researchers within strategic human resource management literature develop different research framework so that are more interested in how specific strategic human resource policies and practices create unique and inimitable human capital that subsequently influences the overall performance of the firm. To gain a full understanding of the processes through which human capital resources manifests and transforms across different organizational levels and how it contributes to competitive advantage, it needs to be conceptualized in a way that integrates the micro and macro research levels suggesting a multilevel research approach. Also, the paper emphasizes the importance of precise definition of the concept of human capital resources, presenting several important definitions. Previous studies that have investigated human capital resources and its causal relationship with organizational success show that the application of different approaches in conceptualization of the construct bring confusion and misunderstanding, and may have implication on the research findings. Based on the conceptual definition of human capital resources, the paper gives an overview of the Multilevel Model of Human Capital Resource Emergence, developed by Ployhart and Moliterno. This model provides a deeper understanding and reveals its essential elements of the human capital resources. Dimensions/measures of the construct adopted in the relevant research studies are also presented and analyzed. In order to raise awareness of the topic, the paper emphasizes the state of recent debates on the concept of HCR as a collective phenomenon and, at the same time, encourages further discussions on theoretical development, as well as possible directions for empirical research. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
37. Measurement of the Psychosocial Work Environment in Spanish: Validation of the Psychosocial Factors Questionnaire 75 (PSF-Q75) to Capture Demands and Resources at Different Levels of Analysis.
- Author
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Madrid, Hector P., Vasquez, Cristian A., and Patterson, Malcolm
- Subjects
PSYCHOSOCIAL factors ,WORK environment ,WORK measurement ,PREDICTIVE validity ,MOTIVATION (Psychology) - Abstract
The psychological work environment is composed of both stressful and motivational work conditions at different levels of analysis. However, most relevant theory and research lack an integrative conceptualization and appropriate instrumentation to account for this work context structure. These limitations are particularly present in non-mainstream populations, such as the Spanish community of researchers and practitioners. In this study, based on the job demands–resources model, we present an updated conceptualization in which stressful and motivational psychosocial factors are integrated and defined at the job, the group, and the organizational level of analysis into a single conceptualization. Furthermore, derived from this conceptualization, we present a study of the development and validation of a questionnaire to account for the psychosocial work environment in Spanish, labeled Psychosocial Factors Questionnaire 75 (PSF-Q75), which provides measures for 23 different psychosocial factors. The results of this study supported the questionnaire's construct, convergent, divergent, and predictive validity, together with its reliability. Thus, this conceptualization and questionnaire provides researchers and partitioners with a more comprehensive approach to the assessment of the psychosocial work environment and promises benefits for interventions in the workplace. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
38. The freedom within framework: A multilevel perspective on developing green capabilities through routines in service organisations.
- Author
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Morrow, Jeremy and Mowatt, Simon
- Subjects
MIDDLE managers ,SUSTAINABILITY ,SENIOR housing ,CUSTOMER services ,COMPETITIVE advantage in business ,LIBERTY ,RETIREMENT communities - Abstract
The environmental strategy literature accepts that environmental sustainability can be a crucial source of competitive advantage, but approaches based on the resource‐based view require further explanation as to how green capabilities are developed and transmitted and how employees at different levels contribute to these processes. This article examines these processes by investigating three multilevel case studies of New Zealand service industry firms, based on 32 interviews with senior and middle managers and front‐line staff. The study finds that although green routines and green capabilities develop in heterogeneous, path‐dependent and idiosyncratic ways, these follow identifiable processes at the micro level and meso levels of the firm. On the basis of these findings, a framework is developed suggestion pathways explaining how green routines are aggregated into green capabilities across the whole firm, which is termed the freedom within framework. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
39. Multilevel research: Foundations and opportunities in management.
- Author
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Molina-Azorín, José F., Pereira-Moliner, Jorge, López-Gamero, María D., Pertusa-Ortega, Eva M., and Tarí, Juan José
- Subjects
- *
INSIGHT - Abstract
The purpose of this methodological insight is to analyze the foundations of multilevel research, answering two main questions: why this methodological approach is important for management research and how to conduct a multilevel study. We examine why multilevel research is relevant, emphasizing its potential, opportunities, and basic principles. Moreover, we point out the main theoretical, methodological, and analytic aspects to be considered for an appropriate application of multilevel research. The article refers throughout to the basic literature on multilevel research, reviewing conceptual, methodological, and empirical works. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
40. Merging Top-Down and Bottom-Up Influences on Fitting in at School. The Role of Ethnic Congruence in Overall and Interethnic Friendship Formation.
- Author
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Demanet, Jannick, Van Praag, Lore, and Van Houtte, Mieke
- Subjects
- *
FRIENDSHIP , *IMMIGRANTS , *SECONDARY school curriculum , *SCHOOLS - Abstract
This study assesses whether ethnic congruence associates with students' share of cross-group friendships and number of overall friendships. We investigate differences between natives, Western-European immigrants, and non-Western European immigrants. Multilevel analyses on 11,759 students across 83 Flemish secondary schools demonstrated that, for natives and Western-European immigrants, higher congruence linearly related to lower shares of cross-group friendships. For non-Western European immigrants we observed a U-curved relationship. Moreover, for the latter, higher congruence associated with more friendships overall. As such, non-Western European immigrants are better integrated in the peer group when at least a critical share of co-ethnics is present at school. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
41. Subjective time in organizations: Conceptual clarification, integration, and implications for future research.
- Author
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Tang, Shi, Richter, Andreas W., and Nadkarni, Sucheta
- Subjects
ORGANIZATIONAL behavior ,WORD frequency ,ORGANIZATIONAL growth ,KNOWLEDGE gap theory ,TEMPORAL integration - Abstract
Summary: Despite the rapid growth of organizational research on subjective time, the extant literature is fragmented due to a lack of conceptual clarification and integration of temporal constructs. To address this fragmentation, we synthesize temporal research from both organizational behavior and adjacent disciplines (i.e., strategy, entrepreneurship, and organizational theory) and introduce a framework that allocates temporal constructs according to their basic conceptual nature (trait–state) and level of analysis (individual–collective). We employed the Linguistic Inquiry and Word Count text analysis to determine the trait–state property of the constructs and a coding method to determine their level of analysis. This framework categorizes four generic types of subjective time: individual temporal disposition, individual temporal state, collective temporal state, and collective temporal disposition. We clarify the conceptualizations of the temporal constructs belonging to each of the four archetypes of subjective time and review their key findings in the organizational literature. Based on this integrative framework, we identify critical knowledge gaps in the current state of research and chart a future agenda with specific suggestions. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
42. What's the Weather Like? The Effect of Team Learning Climate, Empowerment Climate, and Gender on Individuals' Technology Exploration and Use.
- Author
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Maruping, Likoebe M. and Magni, Massimo
- Subjects
RESEARCH on teams in the workplace ,EMPLOYEE training ,ORGANIZATIONAL performance research ,SELF-efficacy ,INNOVATION management ,WORK environment research ,MANAGEMENT - Abstract
Given the pervasive use of teams in organizations coupled with high levels of investment in collaboration technology, there is increasing interest in identifying factors that affect the exploration and use of a broader scope of system features so that firms can benefit from the use of such technology. Prior research has called for a deeper understanding of how managers can encourage greater innovation with technology in the workplace. Drawing on the team climate and technology use literatures, we identify team learning climate and team empowerment climate as key factors that affect employees' propensity to explore a new system's features. We develop and test our use in a field study involving 268 employees embedded in 56 work teams. Three main findings come out of this research. First, the results reveal that the two types of team climate differ in their cross-level effects on individual intention to explore, such that team learning climate promotes greater intention to explore, whereas team empowerment climate reduces employees' intention to explore the technology. In addition, we find that team learning climate and team empowerment climate interact in shaping individual intention to explore, such that the presence of a strong learning climate is more effective in promoting intention to explore when teams also have a strong empowerment climate. Second, the findings show that men and women are affected differently by team climate. We find that for men, team empowerment climate has no influence on intention to explore, whereas for women there is a significant negative cross-level effect. Finally, we find that intention to explore has a positive effect on usage scope, suggesting an important link between team climate, individual cognition, and the scope of features used by employees in team settings. Taken together, the model and results highlight the important role of team climate and gender-and the interplay between them-as drivers of technology feature exploration. Our findings, especially those related to team empowerment climate, are counterintuitive when compared to prior literature and offer useful insights for managers. On the one hand, managers should consider leveraging team learning climate to intrinsically stimulate employees to engage in exploration of technology. On the other hand, managers should be cautious and guard against saddling employees with too many additional responsibilities during the stages of exploration and experimentation with system features. It is possible that through an expanded set of responsibilities and expectations fostered by team empowerment climate, employees may be experiencing work overload, thus reducing their likelihood of exploring a broader set of technology features. Managers should be especially attentive to this based on the gender composition of their teams. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
43. Old technology meets new technology: complementarities, similarities, and alliance formation.
- Author
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Rothaermel, Frank T. and Boeker, Warren
- Subjects
TECHNOLOGICAL innovations ,ABILITY testing ,PHARMACEUTICAL biotechnology ,PHARMACEUTICAL technology ,INTERNATIONAL alliances - Abstract
Alliance formation is commonplace in many high-technology industries experiencing radical technological change, where established firms use alliances with new entrants to adapt to technological change, while new entrants benefit from the ability of established players to commercialize the new technology. Despite the prevalence of these alliances, we know little about how these firms choose to ally with specific firms given the range of possible partners they may choose from. This study explores factors that lead to alliance formation between pharmaceutical and biotechnology companies. We focus on the alliance tie as the unit of analysis and argue that dyadic complementarities and similarities directly influence alliance formation. We then introduce a contingency model in which the positive effect of complementarities and similarities on alliance formation is moderated by the age of the new technology firm. We draw theoretical attention to the intersection between levels of analysis, in particular, the intersection between dyadic and firm-level constructs. We find that a pharmaceutical and a biotechnology firm are more likely to enter an alliance based on complementarities when the biotechnology firm is younger. Another noteworthy finding is that proxies for broad capabilities appear to be at least as effective, if not more so, in predicting alliance formation compared to fine-grained science and technology-related indicators, like patent cross-citations or patent common citations. We conclude by suggesting that future studies on alliance formation need to take into account interactions across levels; for example, how dyadic capabilities interact with firm-level factors, and the advantages and disadvantages of more or less fine-grained measures of organizational capabilities. Copyright © 2007 John Wiley & Sons, Ltd. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
44. MULTILEVEL RESEARCH OF INNOVATIVE AND REPRODUCTION DEVELOPMENT OF REGIONS ON THE BASIS OF THE STATISTICAL ANALYSIS
- Author
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Yu. A. Dmitriev, D. Yu. Fraymovich, and Z. V. Mishchenko
- Subjects
region ,multilevel research ,innovative and reproduction indicators ,Finance ,HG1-9999 - Abstract
The analysis of the approaches to an assessment of innovative development of territories which are available today allows to establish the fact of possibility of their improvement and entering of essentially new non-standard procedures into algorithms of calculation of resultant sizes. Thus as important difference of the developed technique comparison of the indicators received at the exit across various territories on the basis of their statistical group by the principle of the maximum similarity, and also the characteristic of the reached parameters against actually available dynamics in a temporary cut can act. The modified multilevel method of calculation of the indicators characterizing extent of use of innovative and reproduction capacity of regional systems is presented in article. Analyses are applied regression and cluster statistical. This results from the fact that all subjects have different «starting» opportunities, de facto various financing, and also institutional, political and legal, climatic, ecological and other conditions. Therefore the offered multilevel research allows to formulate certain conclusions concerning efficiency of attraction of regional innovative and reproduction, scientific and technological, intellectual and other resources of each separately taken region for modernization implementation. The nomenclature of the factors included in model can be corrected during improvement and improvement. Universal character of the considered technique allows to vary the list of the estimated parameters,proceeding from information opportunities,object of research,and also qualification of the involved analysts. The offered mechanism of calculation can be actual for research institutes, and also regional authorities at justification of administrative and legal decisions within implementation of effective programs of social and economic development.
- Published
- 2017
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- View/download PDF
45. Advancing multilevel thinking and methods in HRM research
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Maarten Renkema, Jeroen Meijerink, and Tanya Bondarouk
- Published
- 2016
- Full Text
- View/download PDF
46. Does Entrepreneurial Leadership Foster Creativity Among Employees and Teams? The Mediating Role of Creative Efficacy Beliefs.
- Author
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Cai, Wenjing, Lysova, Evgenia I., Khapova, Svetlana N., and Bossink, Bart A. G.
- Subjects
- *
LEADERSHIP , *CREATIVE ability in business , *SELF-efficacy , *SOCIAL cognitive theory , *TEAMS in the workplace - Abstract
The purpose of this study is to gain a better understanding of how entrepreneurial leadership relates to workplace creativity in organizations from the compatibility perspective. Drawing on social cognitive theory, we propose that individual creative self-efficacy and team creative efficacy beliefs mediate the relationships between entrepreneurial leadership and individual and team creativity. This study examines the relationship between entrepreneurial leadership and creativity through creative efficacy. Survey data were collected from multiple sources, including 43 leaders and 237 employees in eight Chinese companies. Cross-level relationships are tested by means of a hierarchical linear modeling analysis (HLM). The results reveal that entrepreneurial leadership is positively related to employee and team creativity, and these relationships are found to be mediated by both employee creative self-efficacy and team creative efficacy. Furthermore, team creative efficacy is found to exert a cross-level mediating influence on the entrepreneurial leadership-employee creativity relationship. This study suggests that employees and teams led by entrepreneurial leaders are likely to produce creative outcomes. The findings further confirm the important role of creative efficacy beliefs in explaining how entrepreneurial leadership relates to employee and team creativity, as such beliefs serve as a within-level and cross-level mediating mechanism in these relationships. Our study is among the first to empirically investigate the concept of entrepreneurial leadership in a broader organizational context. We examine how entrepreneurial leadership contributes to workplace creativity. Our study shows that creative efficacy beliefs exert both within-level and cross-level mediating influences in the entrepreneurial leadership-creativity relation. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
47. Explaining Persistent Ineffectiveness in Professional Online Communities: Multilevel Tensions and Misguided Coping Strategies
- Author
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Mari-Klara Stein, Chee-Wee Tan, and Eric T. K. Lim
- Subjects
Qualitative research ,Online community ,Quality research ,Persistence of ineffectiveness ,Multilevel research ,Ineffectiveness ,Psychology ,Social psychology ,Tensions ,Coping behavior ,Computer Science Applications ,Information Systems - Abstract
Online communities (OCs) have become an increasingly prevalent way for organizations to bring people together to collaborate and create value. However, despite the abundance of extant literature, many studies still point to the lack of long-term sustainability of OCs. We contend that communities become dormant or obsolete over time because of manifestations of ineffectiveness a state of the community that hinders the attainment of individual and collective desired outcomes. While ineffectiveness in OCs is common, it is less apparent why such ineffectiveness persists. Two knowledge gaps are particularly significant here. First, while the multilevel nature of OCs is acknowledged, corresponding difficulties in aligning individual and collective interests and behaviors have often been neglected in past studies. Second, rare longitudinal studies have revealed that community members respond to ineffectiveness with various coping behaviors. However, the impact of these coping behaviors may not turn out as desired. Consequently, we investigate the persistence of ineffectiveness from the perspective of multilevel and coping effects, addressing the following research question: How and why does ineffectiveness persist in online communities? Our critical realist case study offers a three-step explanatory framework: (1) underlying multilevel tensions in the community contribute to usage ineffectiveness (i.e., members are unable to use the OC effectively); (2) misguided coping behaviors contribute to ineffective adaptation (i.e., members are unable to cope with not being able to use the OC effectively); and (3) ineffectiveness persists due to the interaction between usage and adaptation ineffectiveness.
- Published
- 2022
- Full Text
- View/download PDF
48. Taking the P in political corporate social responsibility seriously
- Author
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Christopher Wickert, Witteloostuijn, A., Management and Organisation, Ethics, Governance and Society, and School of Business and Economics
- Subjects
multilevel research ,Economics and Econometrics ,multinational corporations ,Management of Technology and Innovation ,Strategy and Management ,governance gaps ,Business and International Management ,political corporate social responsibility (PCSR) ,General Business, Management and Accounting ,deliberative democracy - Abstract
In this commentary, we engage with the study by Carney, El Ghoul, Guedhami, Lu and Wang, titled “Political corporate social responsibility: The role of deliberative capacity.” Their study provides empirical support for earlier claims that deliberative capacity – the capacity of political institutions to enable diverse stakeholders to collectively assemble and voice their opinions – is an important building block to understanding the prominence or lack thereof of corporate social responsibility (CSR) in a country. In so doing, Carney and co-authors contribute to the so-called “Political CSR” or PCSR literature. Yet, their study carries two important shortcomings that can be addressed to bring PCSR research forward in an IB context. First, they ignore a fundamental tenet of the PCSR literature, namely the existence of global governance gaps requiring private businesses to actively engage in political activity. Second, and related to the first, their model and associated variables are misspecified, with independent and dependent variables that are at least partially overlapping. Departing from these shortcomings, we attempt to engage constructively with their work in the interest of advancing the conversation in IB about private sector involvement in democratic will formation to achieve social and environmental responsibility.
- Published
- 2022
- Full Text
- View/download PDF
49. The ecology of multilevel intervention research.
- Author
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Hall, Kara L., Oh, April, Perez, Lilian G., Rice, Elise L., Patel, Minal, Czajkowski, Susan, and Klesges, Lisa
- Abstract
Behavior change research to promote health and prevent disease increasingly relies on a complex set of interacting characteristics across levels of influence such as biological, psychological, behavioral, interpersonal, and environmental. How to best develop health-related interventions that incorporate the individual, the macro-environment, and their interactions remains a challenge. This article considers a set of key dimensions that constitute what we refer to as the ecology of research across a broad context of multilevel research (MLR), spanning fundamental multilevel research (FMLR), multilevel intervention research (MLIR), and multilevel implementation science (MIS). With the goal of promoting improvements in MLIR, we describe the inherent interdependencies among aspects of research and consider how the growth and development of evidence and resources influence the cross-talk among researchers from different perspectives (e.g., disciplines and domains). We propose a framework that highlights opportunities to reduce barriers and address gaps in areas critical to generating an evidence base through MLR, MLIR, and MIS. Overall, we aim to support strategic decisions that can accelerate our understanding of ML health outcomes and interactions among factors within and across levels, with the goal of strengthening the effectiveness of ML interventions across health-related outcomes. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
50. An emote opportunity model of computer abuse
- Author
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Baskerville, Richard, Hee Park, Eun, and Kim, Jongwoo
- Published
- 2014
- Full Text
- View/download PDF
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