scholarly journals Not All Experience is Created Equal: MP Career Typologies and Ministerial Appointments in the Canadian House of Commons, 1968–2015

2019 ◽  
pp. 1-19
Author(s):  
Matthew Kerby ◽  
Feodor Snagovsky
Keyword(s):  
Cluster Analysis ◽  
Data Driven ◽  
House Of Commons ◽  
Complete Understanding ◽  
Political Careers ◽  
Stepping Stone ◽  
Widespread Agreement ◽  
Government Experience ◽  
And Cluster Analysis ◽  
Parliamentary Politics

Abstract While there is widespread agreement in the ministerial promotion and resignation literature that experience matters, experience has typically been defined as the length of time a legislator has worked in politics or served in a legislature. This approach fails to account for the different kinds of experience legislators accumulate as they progress through their political careers prior to appointment to cabinet. We demonstrate how researchers can use sequence and cluster analysis to obtain a more complete understanding of ministerial appointment. We identify four data-driven archetypes of political careers in Canada for the period 1968–2015. We find that MPs with diverse political careers are more likely to be appointed to cabinet, while MPs with opposition experience are more successful than MPs with government experience. We also find that parliamentary secretary is not necessarily a stepping stone to a full cabinet position, calling into question traditional conceptions of parliamentary politics as a ‘ladder’.

scholarly journals Segmentation of Social Media Users for Destinations

Tourism ◽  
2021 ◽  
Vol 70 (1) ◽  
pp. 53-66
Author(s):  
Gökçe Özdemir ◽  
Vesile Aslı Arzık
Keyword(s):  
Social Media ◽  
Cluster Analysis ◽  
Hierarchical Cluster Analysis ◽  
Hierarchical Cluster ◽  
Marketing Strategies ◽  
Data Driven ◽  
Factor And Cluster Analysis ◽  
And Cluster Analysis ◽  
Ward Method

This is a study into the segmentation of social media users interested in traveling into groups and aims to ascertain if differences exist in benefits among segments. It is based on a survey that examines the benefits they see social media as having before, during, and after a trip to a destination, using their responses to generate a data-driven segmentation. Data from a total of 218 questionnaires were analyzed using factor and cluster analysis in sequence, specifically applying a hierarchical cluster analysis using the Ward method and a K-means algorithm. The analysis led to the identification of four useful types of social media user: info-seeker, communication-seeker, interaction-seeker, and hybrid segments, each of which seeks different things from social media and use it in different ways (e.g., to seek information, to see what other people have said about a destination, or to post their own experiences). As such, the implications of our findings offer useful insights for both scholars and destination marketers, highlighting the significance of offering appropriate marketing strategies for each type of segment.

The limit of the contemporary financial system in Russia

2020 ◽  
Vol 16 (7) ◽  
pp. 1223-1245
Author(s):  
V.V. Smirnov
Keyword(s):  
Cluster Analysis ◽  
Foreign Currency ◽  
Financial System ◽  
Descriptive Statistics ◽  
High Tech ◽  
Monetary Aggregate ◽  
Internal System ◽  
Monetary Relations ◽  
And Cluster Analysis ◽  
Structural Preservation

Subject. The article focuses on the modern financial system of Russia. Objectives. I determine the limit of the contemporary financial system in Russia. Methods. The study is based on methods of descriptive statistics, statistical and cluster analysis. Results. The article shows the possibility of determining the scope of the contemporary financial system in Russia by establishing monetary relations as the order of the internal system and concerted operation of subsystems, preserving the structure of the financial system, maintaining the operational regime, implementing the program and achieving the goal. I found that the Russian financial system correlated with the Angolan one, and the real scope of the contemporary financial system in Russia. Conclusions and Relevance. As an attempt to effectively establish monetary relations and manage them, the limit of the contemporary financial system is related to the possibility of using Monetary Aggregate M0 to maintain the balance of the Central Bank of Russia. To overcome the scope of Russia’s financial system, the economy should have changed its specialization, refocusing it on high-tech export and increasing the foreign currency reserves. This can be done if amendments to Russia’s Constitution are adopted. The findings expand the scope of knowledge and create new competence in the establishment of monetary relations, order of the internal system and concerted interaction of subsystems, structural preservation of the financial system and maintenance of its operational regime.

Genetic variability, trait association and cluster analysis of wheat and triticale genotypes

Green Farming ◽  
2020 ◽  
Vol 11 (4-5) ◽  
pp. 299
Author(s):  
SURESH ◽  
OM PARKASH BISHNOI ◽  
RENU MUNJAL ◽  
RISHI KUMAR BEHL
Keyword(s):  
Cluster Analysis ◽  
Genetic Variability ◽  
Trait Association ◽  
And Cluster Analysis

scholarly journals Variability of serum IgG sialylation and galactosylation degree in women with advanced endometriosis

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Katarzyna Sołkiewicz ◽  
Hubert Krotkiewski ◽  
Marcin Jędryka ◽  
Ewa M. Kratz
Keyword(s):  
Cluster Analysis ◽  
Sialic Acid ◽  
Control Group ◽  
Clinical Tool ◽  
Non Invasive ◽  
Healthy Women ◽  
Serum Igg ◽  
And Cluster Analysis ◽  
Invasive Diagnostics ◽  
And Control

AbstractEndometriosis is an inflammatory disease which diagnostics is difficult and often invasive, therefore non-invasive diagnostics methods and parameters are needed for endometriosis detection. The aim of our study was to analyse the glycosylation of native serum IgG and IgG isolated from sera of women classified as: with endometriosis, without endometriosis but with some benign ginecological disease, and control group of healthy women, in context of its utility for differentiation of advanced endometriosis from the group of healthy women. IgG sialylation and galactosylation/agalactosylation degree was determined using specific lectins: MAA and SNA detecting sialic acid α2,3- and α2,6-linked, respectively, RCA-I and GSL-II specific to terminal Gal and terminal GlcNAc, respectively. The results of ROC and cluster analysis showed that the serum IgG MAA-reactivity, sialylation and agalactosylation factor may be used as supplementary parameters for endometriosis diagnostics and could be taken into account as a useful clinical tool to elucidate women with high risk of endometriosis development. Additionally, we have shown that the analysis of native serum IgG glycosylation, without the prior time-consuming and expensive isolation of the protein, is sufficient to differentiation endometriosis from a group of healthy women.

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