scholarly journals Understanding preferences of German flower consumers: the desire for sustained beauty

2018 ◽  
Vol 46 (6) ◽  
pp. 560-576
Author(s):  
Meike Rombach ◽  
Nicole Widmar ◽  
Elizabeth Byrd ◽  
Vera Bitsch
Keyword(s):  
Latent Class Analysis ◽  
Latent Class ◽  
Consumer Preferences ◽  
Federal State ◽  
Class Analysis ◽  
Cut Flower ◽  
Cut Flowers ◽  
Content Type ◽  
Relative Preference ◽  
Best Worst Scaling

PurposeThe purpose of this paper is to provide insights for flower retailers, horticultural practitioners and marketing managers into the prioritisation of cut flower attributes by German residents.Design/methodology/approachApplying a best–worst scaling approach, this analysis identified the relative ranking of importance amongst product attributes relevant to German consumers when buying fresh cut flowers. A latent class analysis determined four flower consumer segments for further study. The study builds on a sample of 978 consumers and is consistent with the most recent German census in terms of age, gender, income and federal state.FindingsThe best-worst analysis showed that intrinsic flower attributes, in particular appearance, freshness and scent were found to be more important to German consumers than the extrinsic attributes studied, namely, price, country of origin and a certification indicating fair trade. The latent class analysis determined four consumer segments that desire either budget, luxury or ethical flowers or more information about flowers. For all identified consumer segments, appearance was the attribute of greatest importance. The segments that desired luxury or ethical flowers, as well as the segment that desires more information were interested in appearance, but also had relatively large shares of preferences dedicated to flower freshness guarantees. The preference for freshness guarantees in addition to appearance may be interpreted jointly as a desire for not only beautiful and aesthetically pleasing flowers, but for sustained beauty.Originality/valueInternationally, the study fills a research gap by exploring consumer’s relative preference for cut flower attributes. In contrast to existing studies on consumer preferences for flowers in Germany, the present study builds on a sample that was targeted in terms of age, gender, net household income and federal state to the most recent German census.

Latent class analysis and individuals' preferences mapping: the new consumption orientations and perspectives for craft beer in North-West Italy

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Stefano Massaglia ◽  
Valentina Maria Merlino ◽  
Simone Blanc ◽  
Aurora Bargetto ◽  
Danielle Borra
Keyword(s):  
Latent Class Analysis ◽  
Large Scale ◽  
Latent Class ◽  
Consumer Preferences ◽  
Demographic Characteristics ◽  
Class Analysis ◽  
Content Type ◽  
North West ◽  
Craft Beer ◽  
Definition Of

PurposeIn Italy, the craft beer (CB) market has undergone a trend of exponential growth in recent years, showing, at the same time, differences among different geographical areas. This research aimed to define the consumer preferences towards different CB attributes by involving a sample of individuals from Piedmont (from North-West Italy). Furthermore, the experimentation was designed to distinguish heterogeneous individuals' consumption profiles each characterised by different CB preferences, drinking habits and socio-demographic characteristics.Design/methodology/approachThe exploration of individuals' preferences towards 12 CB quality attributes was made throughout a choice experiment based on the Best-Worst Scaling (BWS) methodology approach. In addition, the BWS results were employed in the latent class analysis to identify the best sample segmentation in relation to attributes preferences.FindingsThe “Brand knowledge”, “I have already tried it” were the most important attributes for CB choice. On the contrary, the “Type of packaging” and “Price” were the least important for CB choice. The “Loyal”, “Attentive to quality composition” and “Territorial brand” clusters were defined in function of CB consumers preferences and described in terms of individuals consumption habits and socio-demographic characteristics.Originality/valueThe BWS methodology allowed the definition of a preference index for each selected CB attributes. These indications could have concrete importance on production and marketing choices in an increasingly extended and globalised market, also at large-scale distribution level. Furthermore, the definition of different consumption profiles allowed to highlight the heterogeneity of consumption (preferences and habits) towards CB.

Work values: a latent class analysis of Korean employees

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Jinju Lee ◽  
Yunsoo Lee ◽  
Soo Jung Kim ◽  
Ji Hoon Song
Keyword(s):  
Latent Class Analysis ◽  
Human Resource Development ◽  
Human Resource ◽  
Work Values ◽  
Latent Class ◽  
Assessment Tool ◽  
National Level ◽  
Class Analysis ◽  
Content Type ◽  
Class 1

PurposeThe purpose of this study is to identify latent classes of work values that influence the career choices of Korean workers through a person-centred approach. Because work values may be diverse in individuals, investigating the various combinations of those values will help understand individual's decisions to take, maintain and leave a job.Design/methodology/approachThe authors used a total of 15,103 datasets collected at the national level in South Korea. Data were analyzed by using latent class analysis (LCA); a three-step approach was employed to address classification.FindingsAs the results of this study, Class 3, “seeking balanced work values rather than income,” presented the highest level of job satisfaction, whereas Class 1, “seeking job security and income,” exhibited the lowest.Originality/valueEmploying an assessment tool to identify the distinct combinations of work values that individuals possess and then providing them with appropriate training and development programs and customized Human Resource (HR) policies aligned with the classes will be essential tasks for HRD (Human Resource Development)/HRM (Human Resource Management) practitioners.

Integrative/ distributive negotiations in Latin America: latent class analysis

2020 ◽  
Vol 33 (3/4) ◽  
pp. 463-480
Author(s):  
Enrique Ogliastri ◽  
John Ickis ◽  
Ramiro Casó
Keyword(s):  
Latent Class Analysis ◽  
Latin American ◽  
Latent Class ◽  
The United States ◽  
Behavioral Theory ◽  
Class Analysis ◽  
Convenience Sample ◽  
Content Type ◽  
Interpersonal Orientation ◽  
The World

PurposeThe purpose of this study is to test the universality of the behavioral theory of negotiation developed in the United States, particularly the integrative/distributive models, and to find negotiators' prototypes in international negotiations conducted in a Latin American country.Design/methodology/approachAn open questionnaire was administered to a convenience sample of 104 resident foreigners (expatriates) who reported the negotiation patterns of Costa Ricans. The qualitative data were coded in 52 variables (inte-rater reliability Fleiss' Kappa K= 0.65). A total of ten variables were selected to measure distributive/integrative patterns of negotiations. Latent class analysis (LCA) uncovered the latent structure of negotiations.Findings(1) The distributive (70% found in the sample) and integrative (30%) negotiation models hold in this culture. (2) The incorporation of handling emotions and interpersonal orientation in the integrative model seem to be an important theoretical and practical trend.Research limitations/implications(1) A larger sample size is needed to compare with data from other countries of the region and the world. (2) The use of emotions and interpersonal orientation in the integrative negotiation paradigm require further investigation. As practical implications, detailed negotiation advice is offered to Costa Ricans as well as to expatriates working there.Originality/valueTo identify negotiation patterns in an understudied region of the world, the distributive/integrative models of the behavioral theory of negotiations are a key focus with which to extend the literature. There are important elements of culture within the negotiation patterns, in line with trends of an evolving paradigm of integrative crosscultural negotiations.

Latent Class Analysis of Consumer Preferences for Wine in Tirana, Albania

2012 ◽  
Vol 24 (4) ◽  
pp. 321-338 ◽  
Author(s):  
Edvin Zhllima ◽  
Catherine Chan-Halbrendt ◽  
Quanguo Zhang ◽  
Drini Imami ◽  
Ryan Long ◽  
...  
Keyword(s):  
Latent Class Analysis ◽  
Latent Class ◽  
Consumer Preferences ◽  
Class Analysis

scholarly journals Patterns of overkill in sexual homicides

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Julien Chopin ◽  
Eric Beauregard
Keyword(s):  
Logistic Regression ◽  
Latent Class Analysis ◽  
Design Methodology ◽  
Latent Class ◽  
Class Analysis ◽  
Regression Analyses ◽  
Sexual Homicide ◽  
Content Type ◽  
Process Characteristics ◽  
Binomial Regression

Purpose This paper aims to explore the presence of overkill in sexual homicide. More specifically, the study examines whether overkill is a valid indicator of an organized or disorganized sexual homicide. Moreover, the study tests the presence of various patterns of sexual homicide involving overkill. Design/methodology/approach The sample used in this study consists of 662 cases of extrafamilial SHs with (n = 145) and without (n = 517) evidence of overkill, respectively. A binomial regression was used to compare at the multivariate level the two groups of crimes, while a latent class analysis was used to determine whether overkill could be associated with different patterns of sexual homicide. Findings Findings from bivariate and logistic regression analyses show that the presence of overkill may be associated with both organized and disorganized sexual homicides. Moreover, latent class analysis suggests that there are three distinct patterns of overkill in sexual homicide: impulsive, sadistic and personal. Originality/value This study is the first to empirically analyze overkill in sexual homicides and to propose a classification using crime-commission process characteristics.

Does participation in the workplace spill over into political participation? A latent class analysis approach to patterns of political behavior

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Jungook Kim
Keyword(s):  
Political Participation ◽  
Latent Class Analysis ◽  
Political Behavior ◽  
Latent Class ◽  
Political Efficacy ◽  
Behavior Patterns ◽  
Class Analysis ◽  
Social Survey ◽  
Content Type ◽  
Political Behaviors

PurposeThis study examines Pateman's “spillover thesis” that democratic participation in the workplace will “spill over” into political participation. It applies a latent class analysis (LCA) to identify patterns of political behavior and uses workplace participation and political efficacy as predicting variables of political behavior patterns.Design/methodology/approachThis study analyzed the International Social Survey Programme (ISSP) in 2014 General Social Survey (GSS) data. This study applied a LCA to identify distinct patterns in people's political behaviors and did a multinomial regression analysis to predict the patterns with workplace participation and political efficacy.FindingsThe study found partial support for the spillover thesis. Among three distinct political behavior patterns, two active patterns were associated with political efficacy. However, the mediation from workplace participation to political participation through political efficacy was not supported. Respondents involved in workplace units that collectively make work-related decisions were more likely to be active in political behaviors, but only one set of political activities. Higher political efficacy was found to lead to more active overall political participation of both patterns.Originality/valueUnlike the previous studies of democratic spillover, which treated political behaviors either as independent types of behaviors or as a summative index of such binary coded variables, this study addressed such shortcomings of the previous studies by providing a more complex picture of political behavior patterns and their relationship with workplace participation. Future research can build on this unique methodological endeavor to explore a holistic picture of how workplace practices can influence politics and democracy through individual workers.

Who uses herbs and spices?

2014 ◽  
Vol 44 (4) ◽  
pp. 363-374 ◽  
Author(s):  
Wei Chun Wang ◽  
Anthony Worsley
Keyword(s):  
Latent Class Analysis ◽  
Design Methodology ◽  
Online Survey ◽  
Latent Class ◽  
Class Analysis ◽  
Health Communications ◽  
Content Type ◽  
Usage Patterns ◽  
Herbs And Spices ◽  
Social Backgrounds

Purpose – This paper aims to examine the usage patterns of herbs and spices among Australians and to identify how herbs and spices were consumed by respondents from different social backgrounds. Design/methodology/approach – In all, 1,023 adult Australians completed an online survey and ranked the frequencies of use of 21 herbs and spices and provided details of their demographics, cooking intentions and household types. Findings – Latent class analysis was applied and three types of usage patterns were identified, including high use, moderate use and low use of herbs and spices. The usage patterns were associated differentially with several covariates. For example, the chance of being in the high-usage group was positively associated with age, number of adults living in the household and cooking evening meals from scratch, but negatively related to levels of education and possession of cooking or culinary qualifications. Moreover, respondents who cooked their evening meals from scratch and who were not interested in receiving information or advice about making inexpensive but tasty meals were more likely to be in the moderate- rather than the low-usage group. Originality/value – The identification of groups of users of herbs and spices would enable health communications to be tailored to enhance the use of herbs and spices and reduce the use of other flavouring agent including fat, sugar and salt.

scholarly journals The Role of Trust in Explaining Food Choice: Combining Choice Experiment and Attribute Best–Worst Scaling

Foods ◽  
2020 ◽  
Vol 9 (1) ◽  
pp. 45
Author(s):  
Ching-Hua Yeh ◽  
Monika Hartmann ◽  
Nina Langen
Keyword(s):  
Latent Class Analysis ◽  
Food Choice ◽  
Logit Model ◽  
Choice Experiment ◽  
Latent Class ◽  
Class Analysis ◽  
Class Membership ◽  
Credence Attributes ◽  
Best Worst Scaling

This paper presents empirical findings from a combination of two elicitation techniques—discrete choice experiment (DCE) and best–worst scaling (BWS)—to provide information about the role of consumers’ trust in food choice decisions in the case of credence attributes. The analysis was based on a sample of 459 Taiwanese consumers and focuses on red sweet peppers. DCE data were examined using latent class analysis to investigate the importance and the utility different consumer segments attach to the production method, country of origin, and chemical residue testing. The relevance of attitudinal and trust-based items was identified by BWS using a hierarchical Bayesian mixed logit model and was aggregated to five latent components by means of principal component analysis. Applying a multinomial logit model, participants’ latent class membership (obtained from DCE data) was regressed on the identified attitudinal and trust components, as well as demographic information. Results of the DCE latent class analysis for the product attributes show that four segments may be distinguished. Linking the DCE with the attitudinal dimensions reveals that consumers’ attitude and trust significantly explain class membership and therefore, consumers’ preferences for different credence attributes. Based on our results, we derive recommendations for industry and policy.

scholarly journals The Change in Attitudes Towards Abortion in Former West and East Germany After Reunification: A Latent Class Analysis and Implications for Abortion Access

2020 ◽  
Vol 80 (01) ◽  
pp. 84-94
Author(s):  
Franz Hanschmidt ◽  
Julia Kaiser ◽  
Holger Stepan ◽  
Anette Kersting
Keyword(s):  
Latent Class Analysis ◽  
Latent Class ◽  
East Germany ◽  
Federal State ◽  
Class Analysis ◽  
Eastern Germany ◽  
Abortion Care ◽  
Barriers To Access ◽  
Abortion Attitudes ◽  
Abortion Access

Abstract Introduction The legal status of abortion has changed in the regions of former East Germany after reunification due to the adoption of restrictive West German abortion policies. The aim of this study was to evaluate the impact on attitudes towards abortion and the associated health care implications in Western and Eastern Germany. Materials and Methods Nationally representative data on public support for legally restricting abortion access were taken from the German General Social Survey and included the surveys 1992, 1996, 2000, 2006 and 2012 (N = 14 459). Two indicators of barriers to access to abortion care were calculated for each federal state, based on the number of abortion facilities and the proportion of women seeking abortion outside their state of residency. Data were analysed using latent class analysis. Results Results suggested that abortion attitudes could be classified into three distinct subgroups: 1) support for abortion access independent of womenʼs reason; 2) support on the basis of maternal or foetal health reasons but not for socio-economic reasons (e.g. financial restrictions); and 3) no support. The size of subgroups in favour of partial or complete restriction on abortion access increased in both regions over the study period and this trend could not be explained by changes in socio-demographic characteristics. Respondents living in a federal state with more barriers to access to abortion care were more likely to hold restrictive abortion attitudes. Conclusion Negative attitudes towards abortion have increased in Western and Eastern Germany during the two decades following reunification and may harm women by limiting acceptability and accessibility of abortion care. Abortion policies, public discourse and provision of abortion care should be informed by international guidelines protecting womenʼs health and rights.

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