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Decision Tree-Based Classification Model for Identification of Effective Leadership Indicators

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60162694%3AG42__%2F18%3A00535371" target="_blank" >RIV/60162694:G42__/18:00535371 - isvavai.cz</a>

  • Alternative codes found

    RIV/60162694:G43__/18:00535371

  • Result on the web

    <a href="http://journal.itb.ac.id" target="_blank" >http://journal.itb.ac.id</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.5614/j.math.fund.sci.2018.50.2.2" target="_blank" >10.5614/j.math.fund.sci.2018.50.2.2</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Decision Tree-Based Classification Model for Identification of Effective Leadership Indicators

  • Original language description

    This study was aimed at identifying effective leadership abilities as appreciated by soldiers in the Lithuanian armed forces. Leader behavior was measured using an adapted version of the Leader Behavior Description Questionnaire (LBDQ), which was originally developed by Andrew W. Halpin from Ohio State University. Data were collected from soldiers holding different ranks and doing professional military service in all units of the Lithuanian armed forces and were analyzed using the IBM SPSS version 20 software application. For our data analysis, the Chi-square Automatic Interaction Detector (CHAID) decision tree growing method was used with three class dependent variables. The CHAID algorithm helped in specifying the best splits for each of twelve potential predictors and then select the predictors whose splits presented the most serious differences in the sub-populations of the sample. In the Chi-squared significance test, the lowest p-value was achieved. The model structures obtained after analysis are presented.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database

  • CEP classification

  • OECD FORD branch

    50902 - Social sciences, interdisciplinary

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2018

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Name of the periodical

    Journal of Mathematical and Fundamental Sciences

  • ISSN

    2337-5760

  • e-ISSN

  • Volume of the periodical

    50

  • Issue of the periodical within the volume

    2

  • Country of publishing house

    ID - INDONESIA

  • Number of pages

    21

  • Pages from-to

    121-141

  • UT code for WoS article

    000443457500002

  • EID of the result in the Scopus database

    2-s2.0-85053274770