Search results for "Multilevel model"
showing 10 items of 207 documents
A Spatial Multilevel Analysis of Italian SMEs Productivity
2009
Abstract In this paper, we adapt multilevel analysis methods to investigate the spatial variability of SMEs' productivity across the Italian territory, and account for differences in the socio-economic context. Our results suggest that to properly capture the variability of the data, it is important to allow for both spatial mean and slope effects. Social decay has the expected negative impact. However, while this effect is larger on firms with smaller capital intensity, firms with higher capital intensity seem to be less affected by geography. Greater territorial heterogeneity emerges among those firms with lower capital to labour ratios. Une analyse spatiale a plusieurs niveaux de la prod…
Does country-level gender equality explain individual risk of intimate partner violence against women? A multilevel analysis of individual heterogene…
2019
Abstract Background Gender equality is widely accepted as an important explanatory factor for the occurrence of intimate partner violence (IPV) against women. However, the relationship is not straightforward, as high country-level gender equality is not always associated with lower IPV prevalence. We apply ‘multilevel analysis of individual heterogeneity and discriminatory accuracy’ (MAIHDA) to (i) quantify the extent to which the country of residence determines individual risk of IPV and (ii) investigate the association between country-level gender equality and individual experience of IPV, and to which extent this association explains the observed between-country differences. Methods Usin…
What explains ‘generosity’ in the public financing of high-tech drugs? An empirical investigation of 25 OECD countries and 11 controversial drugs
2014
In times of increasing cost pressures, public healthcare systems in Organisation for Economic Co-operation and Development (OECD) countries face the question of whether and to which extent new high-tech drugs are to be financed within their public healthcare systems. Systematic empirical research that explains across-country variation in these decisions is, however, almost non-existent. We analyse an original dataset that contains coverage decisions for 11 controversial drugs in 25 OECD countries using multilevel modelling. Our results indicate that the ‘generosity’ with which controversial new drugs are publicly financed is unrelated to a country’s wealth and general expenditure levels fo…
Influence des facteurs socio-économiques et géographiques sur l'incidence, l'accès aux soins et la survie des femmes atteintes d'un cancer du sein
2012
In developed countries, breast cancer is currently the leading cancer in women in terms of incidence and mortality (standardized rate of 101.5 and 17.7 per 100,000 person-years in 2005, respectively). Many risk factors and prognostic factors have been studied and are well known. Research is under way with regard to every step in the development of breast cancer, but the impact of socio-economic and geographic factors, at the individual and environmental level with regard to the disease have never been studied in France.The general aim of this work was to explore the impact of these factors in different ways to build on our knowledge and to develop practical applications in the primary, seco…
Are the most dedicated nurses more vulnerable to job insecurity? Age-specific analyses on family-related outcomes.
2013
Aim To examine the moderating roles of job dedication and age in the job insecurity–family-related well-being relationship. Background As job insecurity is a rather permanent stressor among nurses nowadays, more research is needed on the buffering factors alleviating its negative effects on well-being. Methods A total of 1719 Finnish nurses representing numerous health care organisations participated in this cross-sectional study. Moderated hierarchical regression analysis was used to examine the associations. Results Nurses’ younger age and low job dedication operated as protective factors against the negative effect of high job insecurity on parental satisfaction. The effect of job dedica…
Protein, creatine and dieting supplements among adolescents: Use and associations with eating disorder risk factors, exercise- and sports participati…
2021
Objective: This study aimed to estimate the number of weekly users of protein, creatine, and dieting supplements and to explore whether weekly use was related to eating disorder (ED) risk factors, exercise, sports participation, and immigrant status.Methods: In total, 629 and 1,060 high school boys and girls, respectively, self-reported weekly frequency of protein, creatine, and dieting supplement use, and weight and shape concerns, appearance internalization and pressure, self-esteem, mental distress, physical activity level, exercise context, and the type and weekly frequency of sport played. Multiple hierarchical regression analyses were performed to investigate explanatory factors for s…
Is team emotional composition essential for virtual team members’ well-being? The role of a team emotional management intervention
2021
The aim of this study was twofold. First, we examined the relationship between virtual teams’ emotional intelligence composition and three indicators of their members’ well-being, members’ satisfaction with the team, and positive and negative affective states. Second, we analyzed the moderator role of an online team emotional management intervention in the effects of the team emotional intelligence composition. One hundred and two virtual teams participated in an experimental study with repeated measures. Teams were randomly assigned to either an intervention designed to help them detect and manage emotions during virtual teamwork or a control condition (with no intervention). We followed a…
The Quality of Leader-Member Exchange (LMX): a Multilevel Analysis of Individual-level, Organizational-level and Societal-level Antecedents
2021
Abstract We examine the direct relationships for both individual values and organizational-level culture on the quality of leader-member exchange (LMX) in a multilevel, multi-society study. In addition, we investigate the moderating roles of organizational- and societal-level cultures. Using 2343 respondents from 12 samples, we performed hierarchical linear modelling analysis and found that individual-level collectivism and organizational-level clan and hierarchy cultures were positively related to LMX, while individual-level individualism and organizational-level market and adhocracy cultures were negatively related to LMX. None of the organizational culture types or societal cultures had …
Integrating the Analysis of Mental Operations Into Multilevel Models to Validate an Assessment of Higher Education Students’ Competency in Business a…
2016
The Standards for Educational and Psychological Testing indicate that validation of assessments should include analyses of participants’ response processes. However, such analyses typically are conducted only to supplement quantitative field studies with qualitative data, and seldom are such data connected to quantitative data on student or item performance. This paper presents an example of how data from an analysis of mental operations collected using a sociocognitive approach can be quantitatively integrated with other data on student and item performance to validate in part an assessment of higher education students’ competency in business and economics. Evidence of forward reasoning an…
Business Ethics as a Sustainability Challenge: Higher Education Implications
2018
Recent financial scandals worldwide have intensified concern for business (and especially accounting) ethics. Hence, under an overall economic and social sustainability approach, it is crucial to improve the effectiveness of business ethics and corporate social responsibility (CSR) education, in terms of its impact on business students&rsquo