Using Canonical Correlation to Construct Product Spaces for Objects with Known Feature Structures

1982 ◽  
Vol 19 (1) ◽  
pp. 87-98 ◽  
Author(s):  
Morris B. Holbrook ◽  
William L. Moore
Keyword(s):  
Canonical Correlation ◽  
Product Spaces ◽  
Individual Level ◽  
Feature Interactions ◽  
Feature Structures ◽  
Discriminant Analyses ◽  
Comparative Results ◽  
The Individual ◽  
Compositional Approaches ◽  
Level Of Analysis

Given a set of attribute ratings of objects with known feature structures, one can construct product spaces by use of various compositional methods. Factor and discriminant analyses are two such well-known compositional approaches. A third, comparatively neglected, procedure involves the use of objects-, features-, or interactions-based canonical correlation analysis (CCA). These three CCA methods are compared and then illustrated by an application to data based on judgmental ratings of sweater designs. The comparative results of the three types of canonical correlation suggest the potential usefulness of CCA methods in deriving spatial representations to explore the nature of attribute judgments, particularly if one wishes to construct product spaces at the individual level of analysis or desires clarification of the judgmental effects of feature interactions.

The Innovators

2018 ◽  
Author(s):  
Barbara J. Risman
Keyword(s):  
Young People ◽  
Gender Equality ◽  
Gender Stereotypes ◽  
Macro Level ◽  
Gender Expectations ◽  
Personal Lives ◽  
Individual Level ◽  
The Individual ◽  
Gendered Expectations ◽  
Level Of Analysis

This chapter introduces the innovators and provides a portrait of them. The chapter analyzes these innovators at the individual, interactional, and macro level of the gender structure. The chapter begins at the individual level of analysis because these young people emphasize how they challenge gender by rejecting requirements to restrict their personal activities, goals, and personalities to femininity or masculinity. They refuse to live within gender stereotypes. These Millennials do not seem driven by their feminist ideological beliefs, although they do have them. Their worldviews are more taken for granted than central to their stories. Nor are they consistently challenging gender expectations for others, although they often ignore the gender expectations they face themselves. They innovate primarily in their personal lives, although they do reject gendered expectations at the interactional level and hold feminist ideological beliefs about gender equality.

scholarly journals WHETHER INDIVIDUALISM MAKES PEOPLE FROM THE “WEST” HAPPIER AND COLLECTIVISM MAKES PEOPLE FROM THE “EAST” MORE SATISFIED IN LIFE: AN INDIVIDUAL-LEVEL ANALYSIS

2019 ◽  
Vol 128 (6B) ◽  
pp. 57
Author(s):  
Nguyễn Hữu An ◽  
Lê Duy Mai Phương
Keyword(s):  
Interpersonal Relationships ◽  
Well Being ◽  
Cultural Dimension ◽  
Subjective Well Being ◽  
Linear Regression Models ◽  
The West ◽  
Individual Level ◽  
Collectivistic Cultures ◽  
The Individual ◽  
Level Of Analysis

Determinants of the variation of happiness have long been discussed in social sciences. Recent studies have focused on investigating cultural factors contributing to the level of individual happiness, in which the cultural dimension of individualism (IND) and collectivism (COL) has been drawing the attention of a large number of scholars. At the cultural level of analysis, happiness is associated with personal achievements as well as personal egoism in individualistic cultures, while it is related to interpersonal relationships in collectivistic cultures. Empirical research yields unconventional results at the individual level of analysis, that is, individuals in collectivistic cultures favor IND to be happy, in contrast, people in individualistic cultures emphasize COL be satisfied in life. Using data from the fifth wave of the World Values Survey (WVS), this study takes the cultural dimension of IND and COL at the individual level of analysis to detect its effects on happiness (conceptualized as subjective well-being – SWB) in the comparison between the two cultures. Multiple linear regression models reveal results that individuals from the “West” experience greater happiness when they expose themselves less individualist, while, individuals from the “East” feel more satisfied and happier in their life when they emphasize more on IND or being more autonomous.

An empirical test of an Antecedents – Privacy Concerns – Outcomes model

2016 ◽  
Vol 43 (5) ◽  
pp. 583-600 ◽  
Author(s):  
John H. Benamati ◽  
Zafer D. Ozdemir ◽  
H. Jeff Smith
Keyword(s):  
Perceived Risk ◽  
Empirical Test ◽  
Information Privacy ◽  
Demographic Variables ◽  
Future Research ◽  
Privacy Concerns ◽  
Individual Level ◽  
And Gender ◽  
The Individual ◽  
Level Of Analysis

This study extends privacy concerns research by providing a test of a model inspired by the ‘Antecedents – Privacy Concerns – Outcomes’ (APCO) framework. Focusing at the individual level of analysis, the study examines the influences of privacy awareness (PA) and demographic variables (age, gender) on concern for information privacy (CFIP). It also considers CFIP’s relationship to privacy-protecting behaviours and incorporates trust and risk into the model. These relationships are tested in a specific, Facebook-related context. Results strongly support the overall model. PA and gender are important explanators for CFIP, which in turn explains privacy-protecting behaviours. We also find that perceived risk affects trust, which in turn affects behaviours in the studied context. The results yield several recommendations for future research as well as some implications for management.

The Macrofoundations

2021 ◽  
pp. 32-60
Author(s):  
Maria Koinova
Keyword(s):  
International System ◽  
Weak States ◽  
Individual Level ◽  
The Core ◽  
Structure And Agency ◽  
Social Fields ◽  
Transnational Social Fields ◽  
Spatial Linkages ◽  
The Individual ◽  
Level Of Analysis

Chapter 2 is the first theoretical chapter developing the contours of the theory of socio-spatial positionality and how it applies to the four types of diaspora entrepreneurs—Broker, Local, Distant, and Reserved. They operate in transnational social fields, simultaneously embedded in different global contexts. The chapter builds on diaspora-, host-land-, and home-land-centric theories and further integrates three streams of thought that have not been in conversation with one another. First, it reimagines transnational social fields from a socio-spatial positionality perspective, considering earlier work in International Political Sociology. Secondly, it draws on scholarship on fragile and weak states in IR, especially on de facto states, and discusses their place in the international system and the rationales through which they engage diasporas abroad. Third, the chapter consults relational theories in IR, demonstrating that durable interactions among actors in international politics form structures spanning borders. These theories are useful to think about configurations of socio-spatial linkages of the four types of diaspora entrepreneurs, at the core of the typology. The chapter then lays out the socio-spatial positionality approach and its major features—relativity, power, fluidity, and perception—while delving deeper into the individual level of analysis. The four types of diaspora entrepreneurs have different socio-spatial positionalities at the intersection of various global contexts that empower them differently to pursue homeland-oriented goals. The chapter ends with a discussion about structure and agency in diaspora mobilizations.

Taking Levels of Analysis in Humor more Seriously: Comment on Romero and Arendt

2012 ◽  
Vol 110 (2) ◽  
pp. 527-534 ◽  
Author(s):  
John J. Sosik
Keyword(s):  
Operational Definition ◽  
Self Report ◽  
Levels Of Analysis ◽  
Future Research ◽  
Humor Styles ◽  
Negative Effects ◽  
Individual Level ◽  
Team Cooperation ◽  
The Individual ◽  
Level Of Analysis

Humor is a phenomenon that can simultaneously coexist at the individual, dyadic, and group levels, making its measurement and conceptualization complex. In a recent field study, Romero and Arendt (2011) examined relationships between four humor styles (i.e., affiliative, self-enhancing, aggressive, self-defeating) and four outcomes (i.e., stress, satisfaction with co-workers, team cooperation, organizational commitment), however, the latter was apparently measured as a self-report at the individual level of analysis. Their interesting results indicated different humor styles can have either positive or negative effects on these outcome variables. However, if their operational definition—and hence their conceptualization—of humor is based on self-report by the initiator, it may be problematic to use it at the dyadic and group levels because it potentially mixes levels of analysis and may cause misalignment between data and theory. Cautions and implications for future research are discussed.

scholarly journals When Servant Leaders Inspire Followers to Become Organizational Citizens? Empirical Evidence From Vietnam

SAGE Open ◽  
2020 ◽  
Vol 10 (1) ◽  
pp. 215824401990018 ◽  
Author(s):  
Nguyen Phan Hanh Thao ◽  
Seung-Wan Kang
Keyword(s):  
Servant Leadership ◽  
Organizational Citizenship ◽  
Self Efficacy ◽  
Interactive Effects ◽  
Servant Leaders ◽  
Citizenship Behaviors ◽  
Individual Level ◽  
The Individual ◽  
The Relationship ◽  
Level Of Analysis

The purpose of this article is to contribute to the existing servant leadership literature, especially at the individual level of analysis in new settings, by examining the potential joint effects of servant leadership, dyadic duration, and job self-efficacy, with organizational citizenship behaviors (OCBs) as the dependent variable. We, after analyzing survey data from 148 leader–follower dyads collected from an engineering venture, find that dyadic duration is a significant moderator of the relationship between servant leadership and OCB. Furthermore, the moderating effect of dyadic duration on the relationship between servant leadership and OCB depends on job self-efficacy, such that the interaction effect is neutralized when job self-efficacy is high rather than low. The findings about interactive effects can provide useful information that will help to better deploy servant leadership in organizations to create positive follower outcomes.

Citizen-Initiated Contacting of Government Officials and Socioeconomic Status: Determining the Relationship and Accounting for It

1982 ◽  
Vol 76 (1) ◽  
pp. 109-115 ◽  
Author(s):  
Elaine B. Sharp
Keyword(s):  
Socioeconomic Status ◽  
Positive Relationship ◽  
Government Officials ◽  
Individual Level ◽  
Related Data ◽  
Sense Of Efficacy ◽  
The Individual ◽  
Relationship Of ◽  
The Relationship ◽  
Level Of Analysis

The topic of citizen-initiated contacting of government officials has received increasing attention, but research has yielded conflicting findings on the relationship of socioeconomic status to contacting behavior. Various studies find that the two are negatively, positively, parabolically, or negligibly related. Data are presented supporting the claim of a positive relationship, and reasons for the conflicting findings are explored. The need-awareness model, associated with the finding of a parabolic relationship between socioeconomic status and contacting at the aggregate level, is tested at the individual level of analysis. While the importance of the need and awareness factors is affirmed, the overall model is not supported. As with other modes of political participation, sense of efficacy is found to be an important predictor of contracting, but the positive relationship between socioeconomic status and contacting remains when efficacy is controlled.

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