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
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
50902 - Social sciences, interdisciplinary
Result continuities
Project
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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
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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