| Literature DB >> 35645888 |
Beata Bajcar1, Jolanta Babiak1.
Abstract
The Multifactor Leadership Questionnaire (MLQ 5X Short) is the most frequently used leadership measure in scholarship and organizational practice. However, so far it has not been validated in the Polish context. Therefore, the present study aimed to validate and shorten the MLQ (5X Short) in the Polish organizational setting. A total sample of 1,065 employees (572 women and 493 men) from different organizations took part in two sessions of an online study. Respondents were between 18 and 70 years old (M = 40.1; SD = 12.9) with an average job tenure of 17.00 years (SD = 12.1). In subsample 1 (n = 539), using exploratory factor analysis, a three-factor structure of the MLQ full form (MLQ-FF) was established, comprising transformational-supportive, inspirational goal-oriented, and passive-avoidant leadership. Based on qualitative (i.e., content analysis) and quantitative criteria (psychometric parameters), we constructed an 18-item MLQ short form (MLQ-SF). Both forms were supported by the confirmatory factor analysis in subsample 2 (n = 526). The MLQ-FF and MLQ-SF factors displayed acceptable to high levels of item-related parameters (e.g., intra-class, inter-item, and item-total correlations), as well as scale-related reliability (e.g., internal consistency, temporal stability). Both forms indicated high convergent and predictive validity examined by correlations with authentic leadership and employee's work outcomes (i.e., work satisfaction, work effectiveness, work engagement, and organizational commitment) (subsample 3; n = 691). Our study provided the full and the short form of the MLQ as reliable and valid instruments, potentially suitable to measure leadership styles in academic research and organizational practice.Entities:
Keywords: MLQ; employee's work outcomes; short form; transformational-transactional leadership; validation
Year: 2022 PMID: 35645888 PMCID: PMC9133925 DOI: 10.3389/fpsyg.2022.908594
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Factor structure of the MLQ – review of studies.
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| Bass ( | Form 1 | USA; Senior executives | Exploratory factor analysis (EFA) | • Out of 143 items, 73 were extracted. | |
| Hater and Bass ( | Form 5 | USA | EFA | • MBE was split into active and passive dimensions. | |
| Howell and Avolio ( | Form 10 | Canada | EFA | • EFA reduced the number of items to 31. | |
| Yammarino et al. ( | Form 1 | USA | CFA: first-order factor model: | • To fit the military context the number of items was reduced to 44. | |
| Druskat ( | Form 8Y 40 items | USA | EFA | • CH, IC, IS, INSP collapsed into 2 transformational factors. | |
| Tepper and Percy ( | Form X 24 of 73 items | USA | CFA S1 | S1: | • S1: the 24-item solutions were not acceptably fitted to the data. |
| Koh et al. ( | Form 5S | Singapore | EFA | • Seven factors emerged with eigenvalues above 1. | |
| Bycio et al. ( | Form 1 40 of 73 items | Canada | CFA First-order factor models: null, 1-, 2-, 2- 5-factor | • The 5-factor model was acceptably fitted to the data. | |
| Avolio et al. ( | Form 5X | USA | CFA First-order factor models: | • From among nine different models tested, the 8- and a 9-factor model were most adequately fitted to the data. | |
| Den Hartog et al. ( | Form 8Y | Netherlands | EFA | • The 2-, 3-, 4- factor solutions were all well-interpretable. | |
| Lievens et al. ( | Form 8Y | Netherlands | EFA | • Due to eigenvalue criteria, factor loadings, interpretability, and meaning, the 4-factor model was accepted. | |
| Geyer and Steyrer ( | Form 5R | Austria | CFA First-order factor model: 7-factor. EFA | • The 4-factor model was revealed in EFA (67 items) and confirmed in CFA (35 items). | |
| Avolio et al. ( | Form 5X | USA | CFA First-order factor models: | • Fourteen independent samples were analyzed. | |
| Tejeda et al. ( | Form 5X 27 of 36 items | USA | CFA First-order factor models: | • Higher-order structure of the 27-item MLQ was supported in one sample only. | |
| Vandenberghe et al. ( | Form 5X | Belgium | CFA First-order factor models: | • Test for higher-order factor was restricted to transformational and CR, due to negative correlation between MBEA and MBEP (-0.41). | |
| Bass et al. ( | Form 5X | USA | CFA First-order factor models: | • The 6-factor model was tested on 18 platoons and retested on a target sample of 72 platoons. | |
| Antonakis et al. ( | Form 5X | USA | CFA First-order factor models: | • The 9-factor model was confirmed in S1 and S2, homogenous gender samples, in different contexts and samples: high-risk conditions, stable business conditions, majority males, majority females, lower-level leaders. | |
| Rowold ( | Form 5X | Germany | CFA First-order factor models: | • All confirmed models displayed excellent fit indices. | |
| Heinitz et al. ( | Form 5X | Germany | CFA First-order factor models: | • In S1 and S2 the 9-factor model was not confirmed. In S2, 3-factor model was extracted. | |
| Kanste et al. ( | Form 5X | Canada | EFA/ CFA First-order factor models: | • EFA resulted in 3 factors including 31 items. | |
| Muenjohn and Armstrong ( | Form 5X | Australia | CFA First-order factor models: 1-, 3-, 9-factor. | • Due to small sample size CFA resulted in low fit indices of the tested models. | |
| Alonso et al. ( | Form 5X | Spain | CFA First-order factor models: | • Authors highlighted parsimony of the 4-factor model. | |
| Edwards et al. ( | Form 5X | UK | EFA/CFA First-order factor models: | • None of the tested models fitted the data very well. | |
| Boamah and Tremblay ( | MLQ 5X | Canada | EFA/CFA First-order factor model: | • LF scale was omitted. | |
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| Densten and Sarros ( | Form 5R | Australia | CFA Higher-order factor model: 6 factors | • In CFA, the 6-factor model (CH, IS, IC, CR, MBE, Passive) was not confirmed. | |
| Hinkin et al. ( | Form 5X 39-item Self/rater forms | USA | EFA First-order factor models: - 4-factor (23 items) CFA- 3-factor (11 items). | • Four factors were yielded in EFA, but not confirmed in CFA | |
| Tracey and Hinkin ( | Form 5X | USA | EFA/CFA First-order factor model: | • Four-factor model was not confirmed, but one-factor model (including 4 subscales) was confirmed. | |
| Carless ( | Form 5X | Bank | CFA First-order factor models: | • Transformational leadership was expressed as a single, higher-order construct. | |
| Hemsworth et al. ( | Form 5X | Public sector chief executives, USA | CFA First-order factor model: 5-factor | • Transformational leadership was represented by 20 items. | |
IIA, Idealized influence attributed; IIB, Idealized influence behavior; IM, Inspirational motivation; IS, Intellectual stimulation; IC, Individualized consideration. CR, Contingent reward; MBEA, Active management-by-exception; MBEP, Passive management-by-exception; LF, Laissez-faire.
The MLQ factor models from previous studies tested in the current study.
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| 2-factor model v1 | Avolio et al. ( | IIA, IIB, IM, IS, IC, CR | MBEA, MBEP, LF | |||||||
| 2-factor model v2 | Antonakis et al. ( | IIA, IIB, IM, IS, IC, CR, MBEA | MBEP, LF | |||||||
| 3-factor model v1 | Kanste et al. ( | IIA, IIB, IM, IS, IC, CR | MBEA | MBEP, LF | ||||||
| 3-factor model v2 | Den Hartog et al. ( | IIA, IIB, IM, IS, IC | CR, MBEA | MBEP, LF | ||||||
| 3-factor model v3 | Tejeda et al. ( | IIA, IIB, IM, IS, IC | CR, MBEA, MBEP | LF | ||||||
| 3 factor model v4 | Rowold ( | IIA, IIB, IM, IS | IC, CR, MBEA | MBEP, LF | ||||||
| 4-factor model v1 | Alonso et al. ( | IIA, IIB, IM, IS | IC, CR | MBEA | MBEP, LF | |||||
| 4-factor model v2 | Den Hartog et al. ( | IIA, IIB, IM, IS, IC | CR | MBEA | MBEP, LF | |||||
| 5-factor model | Koh et al. ( | IIA, IIB, IM, IS, IC | CR | MBEA | MBEP | LF | ||||
| 6-factor model | Avolio et al. ( | IIA, IIB, IM | IS | IC | CR | MBEA | MBEP, LF | |||
| 7-factor model | Avolio et al. ( | IIA, IIB, IM | IS | IC | CR | MBEA | MBEP | LF | ||
| 8-factor model v1 | Rowold ( | IIA, IIB | IM | IS | IC | CR | MBEA | MBEP | LF | |
| 8-factor model v2 | Antonakis et al. ( | IIA | IIB | IM | IS | IC | CR | MBEA | MBEP, LF | |
| 9-factor model | Antonakis et al. ( | IIA | IIB | IM | IS | IC | CR | MBEA | MBEP | LF |
IIA, Idealized influence attributed; IIB, Idealized influence behavior; IM, Inspirational motivation; IS, Intellectual stimulation; IC, Individualized consideration; CR, Contingent reward; MBEA, Active management-by-exception; MBEP, Passive management-by-exception; LF, Laissez-faire.
Means, standard deviations, factor loadings, and item-total correlations for MLQ-FF and MLQ-SF in subsample 1.
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| Factor 1: Transformational-supportive | |||||||
| Item 19 | IC | 2.92 | 1.11 | 0.86 | 0.72 | 0.97 | 0.70 |
| Item 18 | IIA | 2.67 | 1.17 | 0.83 | 0.78 | 0.90 | 0.76 |
| Item 31 | IC | 2.80 | 1.15 | 0.82 | 0.87 | 0.88 | 0.86 |
| Item 29 | IC | 2.69 | 1.04 | 0.80 | 0.50 | ||
| Item 30 | IS | 2.91 | 1.07 | 0.71 | 0.81 | 0.71 | 0.81 |
| Item 21 | IIA | 3.17 | 1.10 | 0.71 | 0.81 | 0.82 | 0.81 |
| Item 1 | CR | 3.13 | 1.17 | 0.70 | 0.82 | 0.84 | 0.80 |
| Item 10 | IIA | 2.77 | 1.17 | 0.68 | 0.82 | ||
| Item 32 | IS | 2.87 | 1.06 | 0.63 | 0.81 | 0.66 | 0.81 |
| Item 23 | IIB | 2.98 | 1.05 | 0.60 | 0.76 | ||
| Item 2 | IS | 3.01 | 1.06 | 0.60 | 0.79 | ||
| Item 15 | IC | 2.81 | 1.12 | 0.56 | 0.75 | ||
| Item 35 | CR | 3.14 | 1.02 | 0.52 | 0.74 | 0.62 | 0.75 |
| Factor 2: Inspirational goal-oriented | |||||||
| Item 13 | IM | 3.28 | 0.98 | 0.80 | 0.76 | 0.85 | 0.73 |
| Item 14 | IIB | 3.18 | 1.04 | 0.74 | 0.77 | 0.80 | 0.73 |
| Item 27 | MBEA | 2.82 | 0.91 | 0.67 | 0.48 | 0.82 | 0.47 |
| Item 4 | MBEA | 3.03 | 1.02 | 0.61 | 0.14 | ||
| Item 26 | IM | 3.00 | 1.02 | 0.61 | 0.72 | 0.67 | 0.71 |
| Item 24 | MBEA | 3.08 | 0.98 | 0.57 | 0.64 | 0.59 | 0.60 |
| Item 34 | IIB | 3.00 | 1.04 | 0.56 | 0.70 | 0.62 | 0.69 |
| Item 36 | IM | 3.54 | 0.87 | 0.56 | 0.48 | ||
| Item 11 | CR | 3.06 | 1.06 | 0.52 | 0.77 | ||
| Item 6 | IIB | 3.11 | 1.05 | 0.51 | 0.60 | ||
| Item 9 | IM | 3.28 | 1.00 | 0.49 | 0.69 | ||
| Item 22 | MBEA | 2.88 | 0.98 | 0.44 | 0.59 | ||
| Item 16 | CR | 3.01 | 1.07 | 0.44 | 0.74 | ||
| Item 8 | IS | 3.23 | 0.97 | 0.41 | 0.67 | ||
| Factor 3: Passive-avoidant | |||||||
| Item 20 | MBEP | 2.57 | 0.64 | 0.85 | 0.65 | 0.88 | 0.63 |
| Item 12 | MBEP | 2.67 | 0.69 | 0.79 | 0.65 | 0.81 | 0.62 |
| Item 28 | LF | 2.48 | 0.68 | 0.77 | 0.63 | 0.75 | 0.60 |
| Item 5 | LF | 2.64 | 0.67 | 0.76 | 0.68 | 0.75 | 0.63 |
| Item 33 | LF | 2.70 | 0.26 | 0.72 | 0.65 | ||
| Item 7 | LF | 2.67 | 0.50 | 0.70 | 0.65 | ||
| Item 17 | MBEP | 2.82 | 1.03 | 0.52 | 0.28 | ||
| Item 25 | IIA | 2.89 | 1.19 | 0.52* | - | ||
| Item 3 | MBEP | 3.23 | 1.08 | 0.45 | 0.35 | ||
n = 539. FL – factor loadings. r .
Item 16 loaded onto factor 1 with factor loading of 0.44.
Item 17 loaded onto factor 1 with a factor loading of 0.51.
Item 25 loaded onto factors 1 and 2 with factor loadings of −0.48 and 0.44, respectively. IIA – Idealized influence attributed.
IIB, Idealized influence behavior; IM, Inspirational motivation; IS, Intellectual stimulation; IC, Individualized consideration.
CR, Contingent reward; MBEA, Active management-by-exception; MBEP, Passive management-by-exception; LF, Laissez-faire.
Means, standard deviations, Cronbach α, and correlations for all analyzed variables.
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| 1. Transformational-supportive | 37.87 | 11.52 | 0.96 | . | |||||
| 2. Inspirational goal-oriented | 43.48 | 9.61 | 0.91 | 0.84 | |||||
| 3. Passive-avoidant | 21.79 | 5.79 | 0.84 | −0.25 | −0.11 | ||||
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| 4. Transformational-supportive | 23.61 | 7.43 | 0.94 | 0.99 | 0.82 | −0.27 | |||
| 5. Inspirational goal-oriented | 18.36 | 4.60 | 0.86 | 0.77 | 0.95 | −0.08 | 0.75 | ||
| 6. Passive-avoidant | 10.36 | 3.32 | 0.80 | −0.26 | −0.14 | 0.95 | −0.28 | −0.12 | |
| 7. Age | 44.23 | 9.81 | - | 0.01 | 0.01 | −0.03 | 0.01 | −0.01 | −0.05 |
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| 1. Transformational-supportive | 38.52 | 10.88 | 0.93 | . | |||||
| 2. Inspirational goal-oriented | 44.02 | 9.90 | 0.90 | 0.83 | |||||
| 3. Passive-avoidant | 19.96 | 5.98 | 0.83 | −0.30 | −0.16 | ||||
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| 4. Transformational-supportive | 24.20 | 7.13 | 0.90 | 0.98 | 0.82 | −0.33 | |||
| 5. Inspirational goal-oriented | 18.74 | 4.67 | 0.82 | 0.79 | 0.95 | −0.13 | 0.77 | ||
| 6. Passive-avoidant | 9.34 | 3.61 | 0.83 | −0.31 | −0.20 | 0.94 | −0.34 | −0.17 | |
| 7. Age | 35.87 | 14.22 | - | −0.11 | −0.11 | 0.14 | −0.13 | −0.10 | 0.16 |
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| 8. Self-awareness | 12.18 | 3.90 | 0.91 | 0.78 | 0.70 | −0.29 | 0.77 | 0.64 | −0.30 |
| 9. Relational transparency | 15.42 | 4.24 | 0.81 | 0.70 | 0.66 | −0.28 | 0.70 | 0.61 | −0.29 |
| 10. Internalized moral | 12.64 | 4.01 | 0.75 | 0.67 | 0.62 | −0.30 | 0.66 | 0.58 | −0.33 |
| 11. Balanced processing of information | 9.26 | 2.93 | 0.86 | 0.74 | 0.66 | −0.31 | 0.74 | 0.60 | −0.33 |
| 12. Authentic leadership (total) | 49.04 | 13.85 | 0.86 | 0.80 | 0.73 | −0.32 | 0.79 | 0.67 | −0.34 |
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| 13. Vigor | 11.14 | 2.76 | 0.88 | 0.41 | 0.33 | −0.09 | 0.41 | 0.33 | −0.07 |
| 14. Dedication | 11.90 | 2.96 | 0.87 | 0.41 | 0.35 | −0.09 | 0.40 | 0.34 | −0.10 |
| 15. Absorption | 11.47 | 2.81 | 0.81 | 0.37 | 0.33 | −0.06 | 0.36 | 0.32 | −0.07 |
| 16. Work engagement (total) | 34.50 | 7,85 | 0.93 | 0.43 | 0.37 | −0.09 | 0.42 | 0.36 | −0.08 |
| 17. Affective commitment | 18.90 | 5.23 | 0.86 | 0.60 | 0.48 | −0.14 | 0.59 | 0.43 | −0.14 |
| 18. Normative commitment | 17.59 | 5.28 | 0.86 | 0.46 | 0.36 | 0.01 | 0.44 | 0.35 | 0.02 |
| 19. Continuance commitment | 18.36 | 4.49 | 0.73 | 0.09 | 0.08 | 0.15 | 0.08 | 0.08 | 0.16 |
| 20. Organizational commitment (total) | 54.86 | 12.87 | 0.91 | 0.46 | 0.37 | 0.01 | 0.45 | 0.35 | 0.01 |
| 21. Work effectiveness | 3.92 | 0.77 | - | 0.30 | 0.25 | −0.17 | 0.30 | 0.23 | −0.16 |
| 22. Work satisfaction | 3.97 | 0.99 | - | 0.33 | 0.28 | −0.13 | 0.34 | 0.26 | −0.13 |
n = 539.
n = 526.
n = 691.
p < 0.05,
p < 0.01. MLQ-FF, full form; MLQ-SF, short form.