LATENT DIMENSIONS OF CONATIVE CHARACTERISTICS OF TOP SENIOR BASKETBALL PLAYERS
Joško Sindik1, Joško Vukosav2
1University of Dubrovnik, Dubrovnik, Croatia,
2Police College in Zagreb, Croatia
Abstract
The aim of this study was to investigate the latent structure in the set of conative characteristics of Croatian elite male senior basketball players. We have examined the purposeful sample of 74 basketball players, who played in 9 teams of A-1 Croatian Men's Basketball League, with the corresponding measuring instruments. The factor analysis results showed that space of conative characteristics and perceived group cohesion can be satisfying explained with four factors. The construct validity of psychological measurement instruments, applied on a sample of basketball players, is well-confirmed.
Key words: principal components, psychological traits, basketball, variance explained
INTRODUCTION
Basketball is a complex polystructural variable activity characteristic for its cyclic and acyclic motion types that are preceding the main goal of the game, shooting the ball into the basket, as well as preventing the opponent player to make a shot. Basketball has complex demands that require a combination of individual skills, team plays, tactics, and motivational aspects (Trninic, Perica, & Dizdar, 2001). Certainly, success in basketball depends mostly on the levels of specific basketball motor abilities and skills, but also on the particular psychological factors, like cognitive abilities and conative dimensions (Becker, 1981; Karalejic, & Jakovljevic, 2008). Conative dimensions are manifest and latent structures which make a construct of human personality and are responsible for human behavior, they help to explain how knowledge and emotions are translated into behavior in human beings. Coaches and sport psychologists discus the specific psychological structure of an athlete's personality. It may be a special combination of personality dispositions which should represent good conditions for successful work, especially in the process of selection. One of the most important approaches in basketball training is the relationship between coaches and players. A coach has to be a very good psychologist. Studies of psychological profiles and the personalities of athletes is present in many sports (Junge et al. 2000) and then in basketball as well (Maddi & Hess, 1992). Svoboda (1993) has indicated a significant difference in personality characteristics between excellent (stars) and poor quality (feeble) basketball players. Conative dimensions play a significant part in a basketball player's actions/ reactions (Becker, 1981; Horga & Milanovic, 1983, from Jakovljevic, Karalejic, & Lazarevic, 2010). These studies show the importance of conative dimensions for a basketball player's performance and successes. In our research we have chosen a few important conative characteristics and their inter-relations at the elite male senior basketball players in A1 Croatian Championship. The Big Five Model or the Five-Factor Model (FFM) is substantially descriptive, with the emphasis on the taxonomic aspect, that is, on the way in which personality can be divided into a smaller number of fundamental constructs (Jakovljevic, Karalejic, & Lazarevic, 2010). According to that theory, personality can be described by five factors: extraversion, agreeableness, conscientiousness, emotional stability and intellect (Pervin & John, 1997). Hardiness is an individual differences variable that develops early in life and is reasonably stable over time, though amenable to change under certain conditions (Maddi & Kobasa, 1987). Hardy persons have a high sense of life and work commitment, greater sense of control, and are more open to change and challenges in life. Perceived Group Cohesion is described by Carron et al. (1985). In their conceptual model, cohesion is considered to be a result of four primary constructs: Individual Attractions to the Group-Task, Individual Attractions to the Group-Social, Group Integration-Task and Group Integration-Social. Multidimensional Perfectionism in Sport is the perfectionism trait that is exponed only in a sport situations. It has four aspects: Personal Standards, Concern Over Mistakes, Perceived Parental Pressure and Perceived Coach Pressure. Unidimensional Perfectionism is a concept made by Burns (Ivanov, & Penezic, 2004), and it describes generalized but negative perfectionism.
The aim of this study was to investigate the latent structure in the set of conative characteristics of Croatian elite male senior basketball players.
METHOD
Participants and procedure.
Population from which the purposeful sample of participants was drawn represented by sport success top Croatian senior basketball players, who played in nine men's senior teams of A-1 Croatian Men's Basketball League in 2006/2007: «Cedevita», «Svjetlost», «Borik», «Kvarner», «Dubrava», «Dubrovnik», «Alkar», «Šibenik» and «Osijek». The average chronological age was 23. The final sample of participants (74 basketball players) was selected from the initial sample of 107 players. The criteria for selection of a player into the final sample of respondents was the number of minutes in play (minimum 10 minutes per game), i.e. the number of games played (minimum eight games played in championship). The players were examined between sixth and eighth round of A-1 league championship (from December 2006 until mid January 2007).
Variables.
In Table 1 we show the main characteristics of the measuring instruments (number of items, estimation scales) for all the dimensions of chosen conative characteristics, with the reliabilities measured in the our research. We have found that all the instruments for measuring all conative dimensions have a satisfying reliability, except the one dimension of hardiness (commitment).
Data analysis
Standard descriptive statistic was applied. To evaluate the latent structure of conative dimensions, a Principal Components analysis was used, with Varimax Rotation. We have used Pearson correlations for calculationg intercorrelations between specific dimensions in each conative characteristics. Data processing was done in the statistical program Statistica.
Table 1.
Review of the conative characteristics, their dimensions and characteristics of the measuring instruments
Conative characteristics and instruments |
||||
Characteristic |
Reliability (Cronbach’s a) |
Variables (scales) |
Measuring Instruments |
Number of items |
Hardiness
|
.45 |
Commitment |
Short Hardiness Scale (Bartone, 1995, translated and adopted by Kardum, I.) – SHC 4-point Likert scale anchored at the extremes by `strongly disagree' (0) and `strongly agree' (3) |
5 |
.52 |
Control |
5 |
||
.68 |
Challenge |
5 |
||
Perfectionism
|
.69 |
Unidimensional |
Burns's Perfectionism Scale (translated and adopted by Penezić, Ivanov, & Proroković, 1998) – BPS 5-point Likert scale anchored at the extremes by `strongly disagree' (1) and `strongly agree' (5) |
10 |
.62 |
Personal Standards |
Multidimensional Sport Perfectionism Scale (Dunn, Causgrove Dunn, & Syrotnik, 2002, translated and adopted by Sindik, J.) – MSSP 5-point Likert scale anchored at the extremes by `strongly disagree' (1) and `strongly agree' (5) |
7 |
|
.77 |
Concern Over Mistakes |
8 |
||
.61 |
Perceived Parental Pressure |
9 |
||
.68 |
Perceived Coach Pressure |
6 |
||
Big Five Personality Traits |
.56 |
Extraversion |
IPIP Big-Five Factor Markers 50 items (translated and adopted by Mlačić, B., 2002) – IPIP50 |
10 |
.73 |
Agreeableness |
10 |
||
.71 |
Conscientiousness |
10 |
||
.65 |
Emotional Stability |
10 |
||
.68 |
Intellect |
10 |
||
Percieved Group Cohesion
|
.55 |
Individual Attractions to the Group-Social |
The Group Environment Questionnaire (Carron, Brawley & Widmeyer, 1985, translated and adopted by Sindik, J.) – GEQ 9-point Likert scale anchored at the extremes by `strongly disagree' (1) and `strongly agree' (9) |
5 |
.66 |
Individual Attractions to the Group-Task |
4 |
||
.68 |
Group Integration-Social |
4 |
||
.68 |
Group Integration-Task |
5 |
||
Total |
17 variables |
5 instruments |
123 items |
Table 2.
Descriptive statistics for all the dimensions of all measuring instruments
Variables |
Mean |
Minimum |
Maximum |
Range |
Std.Dev. |
max D |
p |
Extraversion |
33,054 |
22 |
44 |
22 |
4,514 |
0,093 |
> .20 |
Agreeableness |
37,122 |
23 |
50 |
27 |
4,968 |
0,092 |
> .20 |
Conscientiousness |
37,135 |
23 |
50 |
27 |
5,362 |
0,090 |
> .20 |
Emotional Stability |
33,757 |
23 |
45 |
22 |
5,155 |
0,072 |
> .20 |
Intellect |
34,932 |
25 |
46 |
21 |
4,683 |
0,092 |
> .20 |
Individual Attractions to the Group-Social |
33,18 |
12 |
45 |
33 |
8,16 |
0,11 |
> .20 |
Individual Attractions to the Group-Task |
26,46 |
6 |
36 |
30 |
7,50 |
0,11 |
> .20 |
Group Integration-Social |
28,47 |
8 |
36 |
28 |
6,28 |
0,15 |
> .10 |
Group Integration-Task |
32,36 |
14 |
45 |
31 |
7,63 |
0,09 |
> .20 |
Personal Standards |
22,15 |
9 |
35 |
26 |
5,40 |
0,09 |
> .20 |
Concern Over Mistakes |
18,89 |
8 |
35 |
27 |
6,07 |
0,10 |
> .20 |
Perceived Parental Pressure |
16,47 |
9 |
28 |
19 |
5,09 |
0,15 |
> .10 |
Perceived Coach Pressure |
15,51 |
6 |
25 |
19 |
4,62 |
0,10 |
> .20 |
Unidimensional |
33,23 |
18 |
46 |
28 |
6,07 |
0,09 |
> .20 |
Commitment |
12,07 |
6 |
15 |
9 |
1,60 |
0,06 |
< .05 |
Control |
11,04 |
6 |
15 |
9 |
1,92 |
0,16 |
< .05 |
Challenge |
7,42 |
0 |
15 |
15 |
3,38 |
0,09 |
> .20 |
Table 3.
Latent structure of the set of conative characteristics and perceived group cohesion at elite senior basketball players– Principal Components, Varimax rotation
Psychological characteristics |
Perceived Group Cohesion |
Multidim. Sport Perfectionism |
Hardiness Big Five (Personality) |
Challenge |
Multiple |
Individual Attractions to the Group-Social |
0,981 |
0,089 |
0,002 |
0,030 |
0,973 |
Individual Attractions to the Group-Task |
0,964 |
0,026 |
0,035 |
-0,013 |
0,901 |
Group Integration-Social |
0,983 |
0,074 |
0,021 |
0,023 |
0,975 |
Group Integration-Task |
0,979 |
0,080 |
-0,038 |
0,054 |
0,963 |
Personal Standards |
0,062 |
0,829 |
0,042 |
-0,105 |
0,659 |
Concern Over Mistakes |
0,068 |
0,811 |
0,038 |
0,108 |
0,634 |
Perceived Parental Pressure |
0,005 |
0,774 |
-0,064 |
-0,018 |
0,524 |
Perceived Coach Pressure |
0,144 |
0,835 |
0,155 |
-0,069 |
0,689 |
Commitment |
0,066 |
0,279 |
0,694 |
-0,133 |
0,461 |
Control |
-0,125 |
0,116 |
0,518 |
-0,506 |
0,422 |
Challenge |
-0,065 |
0,186 |
0,058 |
0,832 |
0,522 |
Unidimensional Perfectionism |
-0,086 |
0,232 |
-0,084 |
-0,545 |
0,234 |
Extraversion |
-0,061 |
0,152 |
0,574 |
0,272 |
0,402 |
Agreeableness |
-0,038 |
-0,060 |
0,603 |
0,133 |
0,433 |
Conscientiousness |
0,022 |
-0,056 |
0,642 |
-0,256 |
0,353 |
Emotional Stability |
0,043 |
0,097 |
0,632 |
0,323 |
0,388 |
Intellect |
0,059 |
-0,266 |
0,432 |
-0,069 |
0,240 |
Expl.Var (Eigen Values) |
3,887 |
2,952 |
2,486 |
1,561 |
10,886 |
Total Variance Explained |
22,9 % |
17,4 % |
14,6 % |
9,2 % |
64,037 % |
The results of factor analysis of the dimensions of conative characteristics and perceived team cohesion showed that the results confirm the construct validity of instruments used to measure the conative characteristics and properties of perceived group cohesion, in terms of matching dimensions that are essentially conative characteristics and perceived group cohesion with their corresponding characteristics. In other words, the factor structure of the space of conative characteristics and perceived group cohesion quite match the assumed dimensions, presented with the results at certain scales of measurement instruments used. Dimension of perfectionism factor describes perfectionism dimensions, dimension of hardiness represents the construct of hardiness, etc. Almost all the variables have positive projections on specifical factors, except for negative projection of the challenge on the fourth extracted factor (named Challenge – Nonperfectionism). The highest percentage of variance explained we found in the dimensions of perceived group cohesion and multidimensional perfectionism in sport situations, which are the best interpreted characteristics in the whole set of conative characteristics and perceived group cohesion. It is possible that the group aspect of team functioning is primary important at basketball players. Players are probably trying to play disciplined basketball, trying to act in accordance with the duties assigned to them by their coach. It is possible that players in the same time intensely try to minimize the excessive expectations of themselves (to avoid too high perfectionist standards). On the other hand, it is possible that the characteristics of commitment and challenge (as well as aspects of hardiness) reflect the individual's attitude toward the life and stress in general, more than their attitude in specific sports (basketball) situations. All the dimensions of the Big Five personality traits are 'mixed' with two dimensions of hardiness (commitment and control). The smallest percentage of explained variance was obtained for the Challenge (dimension of hardiness) and unidimensional perfectionism. It could be the direction for further speculation about the nature of the perfectionism. Firstly, perfectionism can be better understood if it is viewed as a multidimensional construct. Second, perfectionism is a situational specific, and is associated only with certain areas of life and only with some life situations (in this case, the situation of sports, specifically basketball). The small number of participants can be the main disadvantage of the reasearch, but small number of elite basketball players is our real limitation in this direction.
CONCLUSION
The factor structure of the space of conative characteristics and perceived group cohesion virtually showed that it could be satisfying explained with four factors. The construct validity of psychological measurement instruments, applied on a sample of basketball players, is well-confirmed.
REFERENCES
Becker, M. B. (1981). An Investigation into the Cognitive and Personality Dimensions of Basketball Athletes. Thesis (Ph.D.). San Diego: School of Human Behavior, United States International University.
Carron, A. V., Widmeyer, W. N., & Brawley, L. R. (1985). The development of an instrument to measure cohesion in sport teams: the group environment questionnaire, Journal of sport psychology, 7: 244-266.
Horga, S., & Milanovic, D. (1983). Utjecaj konativnih regulatornih mehanizama na uspješnost u košarci.[Influence of conative regulation mechanisms on success in basketball]. Kineziologija, 15(2): 45-52.
Ivanov, L., & Penezic, Z. (2004). Burnsova skala perfekcionizma. [Burn's Perfectionism Scale]. In A. Proroković, K. Lackovic-Grgin, V. Cubela, Z. Penezic (ed.), Zbirka psihologijskih skala i upitnika, 2: 13-18, Zadar: Faculty of Psilosophy.
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Trninic S., Perica, A., & Dizdar, D. (2001). Criteria for the situation related efficiency evaluation of the elite basketball players. In D. Milanovic (ed). Proceedings of the Kinesiology for 21. century, pp. 236-239. Opatija: Faculty of Kinesiology.
LATENTNE DIMENZIJE KONATIVNIH KARAKTERISTIKA VRHUNSKIH SENIORSKIH KOŠARKAŠA
Sažetak
Cilj ovog istraživanja bio je ispitati latentnu strukturu skupa konativnih karakteristika vrhunskih hrvatskih seniorskih košarkaša. Ispitali smo namjerni uzorak od 74 košarkaša, koji su igrali u 9 muških ekipa A-1 hrvatske košarkaške lige, odgovarajućim mjernim instrumentima. Rezultati faktorske analize su pokazali da prostor konativnih karakteristika i percipirane grupne kohezije mogu zadovoljavajuće objasniti četiri faktora. Valjanost psiholoških mjernih instrumenata, primijenjenih na uzorku košarkaša, dobro je potvrđena.
Ključne riječi: glavne komponente, psihološke osobine, košarka, objašnjena varijanca
Corespondence to:
Joško Sindik, Ph.D.
University of Dubrovnik,
Dubrovnik, Croatia,
Tel. +385 1 2348 085,
E-mail: josko.sindik@zg.t-com.hr