Differentiation Analysis of Continuous Electroencephalographic Activity Triggered by Video Clip Contents

2018 ◽  
Vol 30 (8) ◽  
pp. 1108-1118 ◽  
Author(s):  
Armand Mensen ◽  
William Marshall ◽  
Shuntaro Sasai ◽  
Giulio Tononi
Keyword(s):  
Brain Activity ◽  
Random Noise ◽  
Video Clip ◽  
Individual Level ◽  
Spectral Bands ◽  
Short Video ◽  
Brain States ◽  
The Individual ◽  
High Level ◽  
Electroencephalographic Activity

While viewing a video clip, we experience a wide variety of contents, from low-level features of the images to high-level ideas such as the storyline. Each change in our experience must be supported by some corresponding change in neurophysiological activity. Differentiation analysis, which quantifies the differences in brain activity by measuring the distances between observed brain states, was applied here to continuous high-density electroencephalographic data recorded while participants watched short video clips. These clips were manipulated in various ways to change the degree of meaningfulness of their contents. We found that neurophysiological differentiation mirrored that of phenomenal differentiation, being higher for meaningful clips and lower for phase-scrambled versions or random noise. The distinction between meaningful and meaningless clips was present even at the individual level, and moreover, differentiation values correlated with individual subjective reports of meaningfulness. Spatial and spectral breakdowns of the overall effect showed frontal and posterior ROIs and highlighted specific roles for different spectral bands. Comparing the results with a multivariate decoding approach reveals that the two methods are capturing different aspects of brain activity and highlights a crucial theoretical distinction between the level and pattern of activity. In future applications, differentiation analysis may be used to evaluate the subjective meaningfulness of stimuli when behavioral responses may be inadequate, as with disorders of consciousness.

scholarly journals On “Nationology”: The Gravitational Field of National Culture

2021 ◽  
pp. 002202212110447
Author(s):  
Plamen Akaliyski ◽  
Christian Welzel ◽  
Michael Harris Bond ◽  
Michael Minkov
Keyword(s):  
Gravitational Field ◽  
Cultural Values ◽  
National Culture ◽  
Random Noise ◽  
Religious Groups ◽  
Individual Values ◽  
Individual Level ◽  
Collective Phenomenon ◽  
Using Data ◽  
The Individual

Nations have been questioned as meaningful units for analyzing culture due to their allegedly limited variance-capturing power and large internal heterogeneity. Against this skepticism, we argue that culture is by definition a collective phenomenon and focusing on individual differences contradicts the very concept of culture. Through the “miracle of aggregation,” we can eliminate random noise and arbitrary variation at the individual level in order to distill the central cultural tendencies of nations. Accordingly, we depict national culture as a gravitational field that socializes individuals into the orbit of a nation’s central cultural tendency. Even though individuals are also exposed to other gravitational forces, subcultures in turn gravitate within the limited orbit of their national culture. Using data from the World Values Survey, we show that individual values cluster in concentric circles around their nation’s cultural gravity center. We reveal the miracle of aggregation by demonstrating that nations capture the bulk of the variation in the individuals’ cultural values once they are aggregated into lower-level territorial units such as towns and sub-national regions. We visualize the gravitational force of national cultures by plotting various intra-national groups from five large countries that form distinct national clusters. Contrary to many scholars’ intuitions, alternative social aggregates, such as ethnic, linguistic, and religious groups, as well as diverse socio-demographic categories, add negligible explained variance to that already captured by nations.

scholarly journals The Impact of Customer Contact on Collective Human Energy in Firms

2018 ◽  
Vol 44 (5) ◽  
pp. 915-952
Author(s):  
Petra Kipfelsberger ◽  
Heike Bruch ◽  
Dennis Herhausen
Keyword(s):  
Transformational Leadership ◽  
Organizational Level ◽  
Data Set ◽  
Customer Contact ◽  
Individual Level ◽  
Moderated Mediation Model ◽  
Human Energy ◽  
The Individual ◽  
High Level ◽  
The Impact

This article investigates how and when a firm’s level of customer contact influences the collective organizational energy. For this purpose, we bridge the literature on collective human energy at work with the job impact framework and organizational sensemaking processes and argue that a firm’s level of customer contact is positively linked to the collective organizational energy because a high level of customer contact might make the experience of prosocial impact across the firm more likely. However, as prior research at the individual level has indicated that customers could also deplete employees’ energy, we introduce transformational leadership climate as a novel contingency factor for this linkage at the organizational level. We propose that a medium to high transformational leadership climate is necessary to derive positive meaning from customer contact, whereas firms with a low transformational leadership climate do not get energized by customer contact. We tested the proposed moderated mediation model with multilevel modeling and a multisource data set comprising 9,094 employees and 75 key informants in 75 firms. The results support our hypotheses and offer important theoretical contributions for research on collective human energy in organizations and its interplay with customers.

Dynamic Capabilities and Where to Find Them

2017 ◽  
Vol 29 (1) ◽  
pp. 3-16 ◽  
Author(s):  
Seidali Kurtmollaiev
Keyword(s):  
Dynamic Capabilities ◽  
Sufficient Conditions ◽  
Resource Base ◽  
Firm Level ◽  
Individual Level ◽  
The Status ◽  
The Individual ◽  
High Level ◽  
Necessary And Sufficient ◽  
Intention To Change

Despite its immense popularity, the dynamic capabilities framework faces fierce criticism because of the ambiguous and contradictory interpretations of dynamic capabilities. Especially challenging are the aspects related to the nature of dynamic capabilities and the issue of agency. In an attempt to avoid circular and overlapping definitions, I explicate dynamic capabilities as the regular actions of creating, extending, and modifying an organizational resource base. This implies that the individual’s intention to change the status quo in the organization and the individual’s high level of influence in the organization are necessary and sufficient conditions for dynamic capabilities. This approach overcomes challenges associated with current interpretations of dynamic capabilities, necessarily focusing on the actions and interactions of individuals in organizations. Following the micro-foundations movement, I present a multilevel approach for studying the individual-level causes and the firm-level effects of dynamic capabilities.

Individual and class room predictors of same-cultural friendship preferences in multicultural schools

2014 ◽  
Vol 39 (3) ◽  
pp. 255-265 ◽  
Author(s):  
Elisabeth Stefanek ◽  
Dagmar Strohmeier ◽  
Rens van de Schoot
Keyword(s):  
Multicultural Education ◽  
Cultural Diversity ◽  
First Generation ◽  
Individual Level ◽  
Generation Immigrant ◽  
Class Level ◽  
Class Room ◽  
The Individual ◽  
High Level ◽  
First And Second Generation

This study was an investigation of individual and contextual predictors for same-cultural friendship preferences among non-immigrant ( N = 125), Turkish ( N = 196) and former Yugoslavian ( N = 256) immigrant youths ( M age = 14.39 years) in 36 multicultural classes. At the individual level age, gender, cultural group, number of friends, and acculturation variables, such as immigrant status, cultural pride and racist victimization were investigated. At the class level, predictors drawn from contact theory such as cultural diversity and multicultural education were analyzed. Multilevel analyses have revealed that being a former Yugoslavian first and second generation immigrant, being a Turkish first generation immigrant, having fewer friends, a high level of cultural pride and a high level of cultural diversity in classes are related to more same-cultural friendship preferences. The present findings highlight the importance of acculturation-related and contextual factors for same-cultural friendship preferences.

scholarly journals Cross-sector dialogue for sustainability: to partner or not to partner?

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Celine Louche ◽  
Suzanne Young ◽  
Martin Fougère
Keyword(s):  
Design Methodology ◽  
Special Issue ◽  
Resource Based View ◽  
Content Type ◽  
Individual Level ◽  
Research Themes ◽  
Societal Context ◽  
The Individual ◽  
High Level ◽  
Practical Implications

Purpose The purpose of this paper is to introduce the topic and review the contributions of the special issue papers on cross-sector dialogue for sustainability. The paper also presents avenues for further research. Design/methodology/approach The paper is based on a review of the current literature on cross-sector partnership and dialogue. It explores the current issues in cross-sector partnerships through a discussion of the papers accepted for the special issue, their focus, findings and key contributions. Findings It highlights three main key research themes and learnings from the special issue papers: a high level of “hybridity” of collaboration forms, which involve important tensions; a need to understand partnership in its context and the importance of the individual level in cross-sector collaboration. Practical implications The authors call for attention to be paid to two forms of myopia: a tendency to view partnerships primarily from a resource-based view (without much attempt to measure societal impact) and a reluctance to be explicitly critical (despite empirical evidence of some suboptimal aspects of partnerships). Social implications The authors call for researchers to move away from a resource-based approach to one that is situated in exploring the value derived from partnerships in the broader societal context. The authors suggest some avenues for further research to move the discussion beyond the partnership imperative. Originality/value The paper outlines the need to critically revisit the very essence of what real partnership means and whether dialogue is really taking place.

scholarly journals Professional sportsmen attitude towards religion (based on the materials of the sociological survey)

2020 ◽  
Vol 26 (3) ◽  
pp. 214-226
Author(s):  
E. E. Gres
Keyword(s):  
Religious Orientation ◽  
Religious Faith ◽  
Religious Practice ◽  
Professional Athletes ◽  
Sports Clubs ◽  
Individual Level ◽  
The Individual ◽  
High Level ◽  
Type 3 ◽  
Sports Activities

This article discusses the influence of religion on the personality and activities of an athlete. The first part of the article presents the author’s approaches to the study of religiosity, a questionnaire developed by the author with the participation of sports experts and coaches of national teams, adjusted in accordance with the specifics of the sociological selection — professional athletes of Russia, and the typology of religious and non-religious individuals (1 type — religious with dominant religious orientation, type 2 — hesitant-A with unstable religious orientation, tending to religiosity, type 3 — hesitant-B with unstable religion orientation, although tending to the irreligious, type 4 — undecided, 5 type — non-religious), established on the basis of fixed criteria, which are mainly signs of consciousness, behavior, involvement in religious attitudes. The second part contains the results of a series of concrete sociological studies conducted in 2015–2017, among 89 professional athletes with qualifications not lower than the candidate for master of sports of Russia, representatives of various sports clubs and teams in Moscow, to identify the relationship between the individual level of religiosity and the results of sports activities. The article confirms, based on the collected data, the hypothesis formulated by the author that religious faith contributes to the achievement of a high result in sports activities, providing a compensatory and mobilization effect on the individual. In addition, personal qualities are determined that are shaped by the practice of religious athletes in sports, as well as the statistically recorded view that bodily development contributes to spiritual growth. Demonstrating a high level of religiosity, representatives of different sports have their own specific characteristics, rituals, omens, rites of verbal and non-verbal characters. Not every athlete connects traditional religious practice with sports activities, even being deeply religious. Personal god, direct appeal to him in an improvised form in moments of special need (competition, as an example), personal signs — these are the characteristic features of this social category.

How Social Anxiety and Reduced Self-Efficacy Induce Smartphone Addiction in Materialistic People

2016 ◽  
Vol 36 (1) ◽  
pp. 36-56 ◽  
Author(s):  
Yu-Kang Lee ◽  
Chun-Tuan Chang ◽  
Zhao-Hong Cheng ◽  
You Lin
Keyword(s):  
Social Anxiety ◽  
Self Efficacy ◽  
The United States ◽  
Smartphone Addiction ◽  
Mediating Effects ◽  
Individual Level ◽  
Underlying Mechanisms ◽  
Research Stream ◽  
The Individual ◽  
High Level

Recent research has suggested that materialism influences consumers’ usage of technological communication devices, especially smartphones. The current study contributes to this evolving research stream by examining more closely the dynamics of mechanisms that might potentially cause smartphone addiction. We propose self-efficacy and social anxiety as two underlying mechanisms and further test whether their mediating effects are consistent across people with differing levels of power distance belief (PDB). We also examine the moderating role of PDB at the cultural level (Study 1: China vs. the United States) and at the individual level (Study 2: Taiwan). The empirical data are analyzed using the parallel multiple mediator model proposed by Hayes. The results confirm that these two mediators explain the relationship between materialism and smartphone addiction. The mediating effects are stronger for people with a high level of PDB than for their counterparts with low PDB. Theoretical and practical implications are discussed.

scholarly journals Predicting Violence in Merseyside: a Network-Based Approach Using No Demographic Information

2020 ◽  
Vol 4 (3-4) ◽  
pp. 89-102
Author(s):  
Paolo Campana ◽  
Andrea Giovannetti
Keyword(s):  
Regression Models ◽  
Predictive Power ◽  
Demographic Information ◽  
Data Set ◽  
Logistic Regression Models ◽  
Individual Level ◽  
The Individual ◽  
High Level ◽  
Very High ◽  
Individual Information

Abstract Purpose We explore how we can best predict violent attacks with injury using a limited set of information on (a) previous violence, (b) previous knife and weapon carrying, and (c) violence-related behaviour of known associates, without analysing any demographic characteristics. Data Our initial data set consists of 63,022 individuals involved in 375,599 events that police recorded in Merseyside (UK) from 1 January 2015 to 18 October 2018. Methods We split our data into two periods: T1 (initial 2 years) and T2 (the remaining period). We predict “violence with injury” at time T2 as defined by Merseyside Police using the following individual-level predictors at time T1: violence with injury; involvement in a knife incident and involvement in a weapon incident. Furthermore, we relied on social network analysis to reconstruct the network of associates at time T1 (co-offending network) for those individuals who have committed violence at T2, and built three additional network-based predictors (associates’ violence; associates’ knife incident; associates’ weapon incident). Finally, we tackled the issue of predicting violence (a) through a series of robust logistic regression models using a bootstrapping method and (b) through a specificity/sensitivity analysis. Findings We found that 7720 individuals committed violence with injury at T2. Of those, 2004 were also present at T1 (27.7%) and co-offended with a total of 7202 individuals. Regression models suggest that previous violence at time T1 is the strongest predictor of future violence (with an increase in odds never smaller than 123%), knife incidents and weapon incidents at the individual level have some predictive power (but only when no information on previous violence is considered), and the behaviour of one’s associates matters. Prior association with a violent individual and prior association with a knife-flagged individual were the two strongest network predictors, with a slightly stronger effect for knife flags. The best performing regressors are (a) individual past violence (36% of future violence cases correctly identified); (b) associates’ past violence (25%); and (c) associates’ knife involvement (14%). All regressors are characterised by a very high level of specificity in predicting who will not commit violence (80% or more). Conclusions Network-based indicators add to the explanation of future violence, especially prior association with a knife-flagged individual and association with a violent individual. Information about the knife involvement of associates appears to be more informative than a subject’s own prior knife involvement.

scholarly journals Demands and tasks of intercultural school development: Group discussions with experts about intercultural school development

2017 ◽  
Vol 21 (1) ◽  
pp. 84-101 ◽  
Author(s):  
Marcus Syring ◽  
Teresa Tillmann ◽  
Nicole Sacher ◽  
Sabine Weiß ◽  
Ewald Kiel
Keyword(s):  
Educational Institution ◽  
Theoretical Models ◽  
School Development ◽  
Future Research ◽  
Group Discussions ◽  
Specific Content ◽  
Individual Level ◽  
Development Processes ◽  
The Individual ◽  
High Level

The present study is aimed at identifying demands and tasks that are considered important by experts in the field of interculturalism for the successful development of schools. Although different theoretical models about intercultural school development, incorporating various conditions and dimensions, have already been suggested, gaps in research on the specific content of various administrative levels of school as an educational institution can still be identified. In order to fill those gaps, we conducted group discussions with small groups of experts in the field of interculturalism. Experts were matched into three groups so that each represents a high level of diversity regarding their particular expertise. Results from the discussions were investigated by applying content analysis. Based on the revealed findings, five fields of action can be established that are essential for the process of intercultural school development. The revealed areas covered a variety of factors, ranging from individual reflection to developmental processes of a school as an organization. In the present study, those facets are interpreted as conditions under which successful intercultural school development processes can be established. While most content areas can be mapped to the existing theoretical models, they add further information with regard to the content of the theoretical dimensions. This is particularly the case at the individual level. Resulting practical implications are explained and further discussed on the basis of inevitable future research.

Two Hemispheres for Better Memory in Old Age: Role of Executive Functioning

2011 ◽  
Vol 23 (12) ◽  
pp. 3767-3777 ◽  
Author(s):  
Lucie Angel ◽  
Séverine Fay ◽  
Badiâa Bouazzaoui ◽  
Michel Isingrini
Keyword(s):  
Older Adults ◽  
Executive Functioning ◽  
Brain Activity ◽  
Memory Performance ◽  
Young Group ◽  
Cued Recall ◽  
Cognitive Mechanisms ◽  
Individual Level ◽  
Age Related ◽  
The Individual

This experiment explored the functional significance of age-related hemispheric asymmetry reduction associated with episodic memory and the cognitive mechanisms that mediate this brain pattern. ERPs were recorded while young and older adults performed a word-stem cued-recall task. Results confirmed that the parietal old/new effect was of larger latency and reduced magnitude and less lateralized in the older group than the young group. Correlational and regression analyses indicated that the degree of laterality of brain activity determines the accuracy of memory performance and mediates age-related differences in memory performance among older participants. They also confirmed a cascade model in which the individual level of executive functioning of older adults mediates age-related differences in the degree of lateralization of brain activity, which in turn mediates age-related differences in memory performance.

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