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    Leadership and organizational learnings role on innovation and

    performance: Lessons from Spain

    J. Alberto Aragon-Correa a,b,*, Vctor J. Garca-Moralesb, Eulogio Cordon-Pozo b

    a R otterdam-E rasmus University, The Netherlandsb U n i v e r s it y o f G r a n a d a , S p a i n

    Received 3 January 2005; received in revised form 7 April 2005; accepted 27 September 2005

    Available online 15 December 2005

    Abstract

    Leadership style has been traditionally emphasized as one of the most important individual influences on firm innovation. Scholars are now

    paying growing attention to the possibility that the collective capability of organizational learning plays a key role in determining innovation. We

    propose that leadership style, an individual feature, and organizational learning, a collective process, simultaneously and positively affect firm

    innovation. A structural equation model and data from 408 large firms in four sectors supported our hypotheses. Organizational learning had a

    stronger direct influence on innovation than CEO transformational leadership for our sample; however, leadership had a strong, significant

    influence on organizational learning, indirectly affecting firm innovation. Additionally, innovation positively and significantly influenced

    performance. Organizational learning also positively affected performance, but interestingly mainly through innovation.

    D 2005 Published by Elsevier Inc.

    Keywords: Innovation; Organizational learning; Transformational leadership; Performance; Organizational capabilities

    1. Introduction

    Market orientation and subsequent firm innovation are

    widely recognized to be essential for the survival and growth

    of organizations (Bello, Lohtia, & Sangtani, 2004; Damanpour

    & Gopalakrishnan, 2001; Hurley & Hult, 1998).Porter (1990)

    suggested that by the late twentieth century, most industrial

    economies had moved to an innovation-driven stage, during

    which firms competed on how to rapidly and profitably

    innovate. In this context, it is especially important to gain a

    better understanding of factors influencing the successful

    development of firm innovations.Different definitions of innovation have been proposed (e.g.,

    Knight, 1967; Zaltman, Duncan, & Holbek, 1973). We

    accepted for our work the definition of innovation stated by

    the Product Development and Management Association

    (PDMA, 2004): A new idea, method, or device. The act of

    creating a new product or process. The act includes invention

    as well as the work required to bring an idea or concept into

    final form.

    Although firm innovation is widely prescribed as a means to

    improve organizational performance, many firms do not or

    cannot properly develop it. Researchers have urged attention to

    what makes it possible for firms to develop innovation, looking

    for answers beyond semiautomatic stimulus-response pro-

    cesses (Zollo & Winter, 2002, p. 341). Many authors have

    focused their attention on analyzing whether specific manage-

    rial characteristics influence the generation of innovation in

    organizations, while others have focused on analysis of

    organizational factors. We want to highlight the simultaneousinfluence of both kinds of factors.

    Leadership style has been emphasized as one of the most

    important individual influences on firm innovation, because

    leaders can directly decide to introduce new ideas into an

    organization, set specific goals, and encourage innovation

    initiatives from subordinates (Harbone & Johne, 2003;

    McDonough, 2000; Sethi, 2000). Specifically, several writers

    have linked transformational leadership to innovation (e.g.

    Howell & Avolio, 1993).

    Transformational leaders concentrate their efforts on longer-

    term goals; value and emphasize developing a vision and

    0019-8501/$ - see front matterD

    2005 Published by Elsevier Inc.doi:10.1016/j.indmarman.2005.09.006

    * Corresponding author. School of Economics and Business, University of

    Granada, Campus Cartuja, s.n., Granada 18071, Spain. Tel.: +34 958 24 23 54;

    fax: +34 958 24 62 22.

    E -mail addresses: [email protected](J..A. Aragon-Correa), [email protected]

    (V.J. Garca-Morales), [email protected] (E. Cordon-Pozo).

    Industrial Marketing Management 36 (2007) 349 359

    http://dx.doi.org/10.1016/j.indmarman.2005.09.006mailto:[email protected]:[email protected]:[email protected]://dx.doi.org/10.1016/j.indmarman.2005.09.006mailto:[email protected]:[email protected]:[email protected]
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    inspiring followers to pursue the vision; change or align

    systems to accommodate their vision rather than work within

    existing systems; and coach followers to take on greater

    responsibility for both their own and others development

    (Howell & Avolio, 1993).

    Attention to the organizational influences on innovation is

    also important. Although several such influences have beenanalyzed, scholars are paying growing attention to the

    possibility that the collective capability of organizational

    learning plays a key role in determining innovation (Senge,

    1990; Senge, Roberts, Ross, Smith, & Kleiner, 1994; Tushman

    & Nadler, 1986). Organizational learning has been defined as a

    collective capability based on experiential and cognitive

    processes and involving knowledge acquisition, knowledge

    sharing, and knowledge utilization (e.g., DiBella, Nevis, &

    Gould, 1996; Zollo & Winter, 2002).

    We propose that both collective (organizational learning)

    and individual (transformational leadership) factors influence

    firms to develop and implement organizational innovation.Many previous studies, although contributing significantly to

    the understanding of innovation, have not addressed how the

    efficacy of innovation may vary with the simultaneous

    influence of different organizational factors and have not

    analyzed both direct and indirect influences (Van de Ven,

    1993). Identifying and better understanding those influences

    will complement the general prescription that firms should

    innovate.

    Additionally, the ultimate purpose of firm innovation is new

    knowledge and new applications, especially those connected to

    organizational improvements, and many researchers have

    claimed a positive relationship between organizational learning

    and performance. We sought to reinforce this work bycontributing to the analysis of the influence of innovation on

    performance. Further, we sought to show how the influence of

    organizational learning on performance is strengthened by the

    generation of innovation.

    In this article, our focus is primarily on research questions

    that concern firm innovation. We first examine the nature and

    strength of transformational leadership and organizational

    learning as antecedents of firm innovation. We then investigate

    whether firm innovation, organizational learning and transfor-

    mational leadership affect financial performance. And finally,

    using these research findings, we develop a model of direct and

    indirect influences to guide future research in this arena and

    offer managerial implications.

    2. Framework and hypotheses

    Capabilities require that multiple characteristics be already

    embedded in a firm (Grant, 1991). Like any other capability,

    organizational innovation depends on the presence of capabil-

    ities by which firms synthesize and acquire knowledge

    resources and generate new applications from those resources

    (e.g., Calantone, Cavusgil, & Zhao, 2002; Celuch, Kasouf, &

    Peruvemba, 2002). All these antecedents have to be analyzed

    globally and integrated to achieve systemic thinking.

    In the following sections, we present a model consisting of

    five hypotheses about how transformational leadership and

    organizational learning simultaneously condition firm innova-tion. We also propose an indirect relationship between

    transformational leadership and innovation through organiza-

    tional learning. We recognize that other variables might be

    considered in such a model; however, it was necessary to limit

    our model to be able to offer empirical evidence for our

    arguments, and we chose these two factors to represent a focus

    on individual and on collective explanations for innovation

    activity, respectively. Our aim here was simultaneous consid-

    eration of these relevant antecedents of firm innovation.

    Additionally, we developed two hypotheses about innovations

    effect on performance.Fig. 1illustrates the proposed model.

    2 . 1. T h e i n fl u en c e o f o rg a ni z a ti o na l l e ar n i ng o n f i r m

    innovation

    Many works in the growing literature on organizational

    learning have noted a positive relationship between organiza-

    tional learning and firm innovation (e.g., Calantone et al.,

    2002; Tushman & Nadler, 1986). Organizational learning

    supports creativity (e.g., Sanchez & Mahoney, 1996), inspires

    new knowledge and ideas (e.g.,Damanpour, 1991; Dishman&

    1Transformational

    Leadership

    1Organizational

    Learning

    Performance

    2

    3

    Innovation

    H3(+)

    H2(+)

    H1(+)

    H4(+)

    H5(+)

    Fig. 1. Hypothesized model.

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    Pearson, 2003), and increases ability to understand and apply

    them (e.g., Damanpour, 1991).

    Generative learning, the most advanced form of organiza-

    tional learning, occurs when an organization is willing to

    question long-held assumptions about its mission, customers,

    capabilities, or strategy and generate changes in its practices,

    strategies, and values (e.g., Argyris & Schon, 1996; Senge,1990). This kind of learning is a necessary underpinning for

    radical innovations in products and processes (Senge et al.,

    1994).

    These ideas have recently begun to receive some empirical

    attention.Hurley and Hult (1998)focused on a large agency of

    the US federal government to show that organizational

    innovativeness was positively associated with a culture that

    emphasizes adaptation, innovation, and learning. Meeus,

    Oerlemans, and Hage (2001) analyzed a sample of innovator

    firms to show that more complex innovative activities urged

    firms to coordinate and exchange information between users

    and producers, which implies strong interactive learning. Thesearguments lead to our first hypothesis:

    Hypothesis 1. Organizational learning positively influences

    firm innovation.

    2 .2 . T he i nf l ue nc e o f t ra ns f or m at i on al l e ad er sh ip o n f i rm

    innovation

    Leaders play a significant role in shaping firms potential to

    generate innovations by encouraging an appropriate environ-

    ment and making decisions that promote successful generation

    and implementation of knowledge (Kanter, 1983; Van de Ven,

    1993). The analysis of firm leaders characteristics (e.g.,education, background, personality, or attitudes) has generated

    wide attention from innovation researchers (Storey, 2000;

    Tushman & Nadler, 1986).

    Style of leadership has been highlighted as an especially

    important influence on innovation (Harbone & Johne, 2003;

    Kanter, 1983; McDonough, 2000; Sethi, 2000). Transforma-

    tional leadership, which has been contrasted with Ftraditional_

    or Ftransactional_ leadership, includes a wide strategic vision

    about the advantages of change and adaptation (Dess & Picken,

    2000), significant interest in a communicative culture (Hult,

    Ferrell, Hurley, & Giunipero, 2000), attention to the develop-

    ment of people (Barczak & Wilemon, 1992), and acceptance ofmistakes (Snell, 2001). It is important to highlight that

    managers perceptions about their own roles in their organiza-

    tions strongly influence their capability to promote this kind of

    leadership in an organization.

    Several features of transformational leadership are relevant

    for firm innovation. Transformational leaders have an interactive

    vision, paying maximum attention to effective communication

    and sharing values (e.g., Adair, 1990; Quinn, 1988) and

    encouraging an appropriate environment for innovative teams

    (Tushman & Nadler, 1986). They support collective processes of

    organizational learning (Manz, Barstein, Hostager, & Shapiro,

    1989), reciprocal trust between organization members and

    leaders (Scott & Bruce, 1994), and favorable attitudes toward

    proactivity and risk(Lefebvre & Lefebvre, 1992). Transforma-

    tional leaders perceive their role more as coordination than as

    command and control(Barczak & Wilemon, 1992).

    All these features together allow a better understanding of

    the strong relationships between collaborative, innovative

    transformational leadership and factors positively influencing

    organizational innovation (e.g., Farr & Ford, 1990; Kanter,1983). Transformational leadership is more often linked to

    successful innovation than is transactional leadership(Dess &

    Picken, 2000; Manz et al., 1989). These arguments lead to the

    next hypothesis:

    Hypothesis 2. Transformational leadership positively influ-

    ences firm innovation.

    Simultaneously, it is important for our work to highlight that

    transformational leadership and organizational learning are also

    related. This circumstance implies indirect influences on

    organizational innovation, influences that have usually been

    absent from previous research analysis.Many authors have asserted relationships between leader-

    ship and organizational learning (e.g., Senge, 1990; Senge et

    al., 1994; Tushman & Nadler, 1986). Traditional leadership has

    been characterized as highly individualistic and asystematic

    and as making the learning of organizational teams difficult;

    however, transformational leadership is focused on active

    promotion of employees participation in collective decisions

    and activities (Adair, 1990; Bass, 1991). Transformational

    leaders should be able to build teams and provide them with

    direction, energy, and support for processes of change and

    organizational learning(Blackler & McDonald, 2000; McDo-

    nough, 2000; Nadler & Tushman, 1990).

    More specifically, transformational leadership fuels organi-

    zational learning by promoting intellectual stimulation, inspi-

    rational motivation, and self-confidence among organization

    members (Coad & Berry, 1998). A capability for transforma-

    tional leadership has been even described as one of the most

    important means of developing learning organizations (e.g.,

    Maani & Benton, 1999; Slater & Narver, 1995; Snell, 2001).

    Thus, we predict:

    Hypothesis 3a. Transformational leadership positively influ-

    ences organizational learning.

    Hypothesis 3b. Transformational leadership positively and

    indirectly influences firm innovation through organizational

    learning.

    2 . 3. T h e i n fl u e nc e o n p e rf o rm a n ce

    2 . 3 . 1. E f f e c t s o f o r ga n i z a t io n a l l e a r n i n g o n p e r f o rm a n c e

    The importance of organizational learning for a companys

    survival and effective performance has been highly emphasized

    in the literature (e.g., Argyris & Schon, 1996; Huber, 1991;

    Senge, 1990; Zahay & Handfield, 2004). However, empirical

    analysis of this relationship has been limited.

    Some recent works have begun to verify this positive

    relationship. Schroeder, Bates, and Junttila (2002) developed

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    resource-based hypotheses and showed a positive relationship

    between internal and external learning and organizational

    performance in 164 manufacturing plants from six different

    countries. Bontis, Crossan, and Hulland (2002) used respon-

    dents in 32 Canadian funds to show thatFstocks of learning_at

    all organizational levels had a positive relationship with

    business performance. Finally,Zahra, Ireland, and Hitt (2000)showed a strong relationship between international diversity

    and mode of market entry and the breadth, depth, and speed of

    a new venture firms technological learning, especially when a

    firm undertook formal knowledge integration. Thus:

    Hypothesis 4. Organizational learning will be positively

    associated with performance.

    2 . 3. 2 . E f fe c ts o f f i r m i n no v at i o n o n p e rf o rm a nc e

    Firm innovation has been traditionally focused on the

    improvement of organizational performance (Damanpour,

    1991; Zaltman et al., 1973). Some previous work has notedthat only certain characteristics of an innovation and not the

    innovation itself is positively linked to organizational perfor-

    mance (e.g.,Danneels & Kleinschmidt, 2001; Gopalakrishnan,

    2000). In any case, the vast majority of previous publications

    agree that organizational innovation positively influences

    performance. For illustration, we now provide some examples.

    Irwin, Hoffman, and Lamont (1998)used a resource-based

    view to show the positive relationship between technological

    innovations and organizational performance and stated that the

    innovation characteristics of rarity, value, and inimitability

    moderated this relationship. Hurley and Hult (1998) demon-

    strated positive relationships between organizational innova-

    tion, a market orientation, and organizational learning andshowed that all these elements together influenced the potential

    for good performance.Capron (1999)showed similar relation-

    ships after mergers and acquisitions and, finally, Loof and

    Heshmati (2002) showed the negative impact of avoiding

    innovations. In view of the positive relationships seen in

    previous research, our hypothesis is:

    Hypothesis 5. Firm innovation will positively influence

    performance.

    3. Methodology

    3 . 1 . S a m p l e a n d p r o c e d u re s

    The sample of firms was randomly selected from the Dun

    and Bradstreet 2001 database, which includes the 50,000

    biggest companies operating in Spain. The final sample

    contained 900 firms in four wide categories: farming,

    manufacturing, construction, and services. We defined these

    categories to control for confounding effects. Choosing a

    sample of firms located in a relatively homogeneous geograph-

    ic, cultural, legal, and political space enabled us to minimize

    the impact of variables that could not be controlled (Hofstede,

    1980). The Spanish market is relatively well developed, is

    wholly integrated into the European Union, and has had a

    slightly better rate of growth in recent years than the European

    market overall. However, Spain has received relatively little

    attention from organizational researchers.

    Drawing on our interviews with five managers and six

    academics interested in the topic and familiar with the Spanish

    market, we developed a structured questionnaire to investigate

    how organizations face learning and innovation issues. Thesedevelopmental interviewees did not provide data for the

    empirical investigation.

    We decided to use CEOs as our key informants since they

    receive information from a wide range of departments and,

    therefore, are a very valuable source for evaluating aspects of

    organizations. They also play a major role in forming and

    molding organizational characteristics by determining the types

    of behavior that are expected and supported (Baer & Frese,

    2003). In addition, use of CEOs meant that informants were

    similar across organizations, and thus that their levels of

    influence in their organizations was constant, which increased

    the validity of the variables measurements (Glick, 1985).Because the vast majority of the CEOs were native Spanish

    speakers, the questionnaire was written in Spanish to avoid any

    problem with the language. The questionnaires were mailed to

    the CEOs of the 900 randomly selected firms along with a

    cover letter. We used this method rather than interviews

    because a mailed survey enabled us to reach a greater number

    of firms at a lower cost, put less pressure for an immediate

    response on the potential informants, and gave respondents a

    greater feeling of autonomy. To reduce possible desirability

    bias, we promised that we would keep all individual responses

    completely confidential and confirmed that our analyses would

    be restricted to an aggregated level that would prevent the

    identification of any organization.We mailed each CEO who had not yet responded three

    reminders. Four hundred twenty-three CEOs finally answered

    the questionnaire but, because of missing values, only 408

    questionnaires were included in the research. The response rate

    was 45.33%. We did not find significant differences in type of

    business or number of employees between the respondents and

    the sample or between early and late responders. Furthermore,

    since all measures were collected with the same survey

    instrument, we tested for the possibility of common method

    bias using Harmans one-factor test (e.g.,Scott & Bruce, 1994).

    A principal components factor analysis on the questionnaire

    measurement items yielded four factors with eigenvaluesgreater than 1.0 that accounted for 66% of the total variance.

    Since several factors, as opposed to one factor, were identified,

    and since the first factor did not account for most of the

    variance, common method variance did not appear to be

    present (Podsakoff & Organ, 1986).

    3 . 2 . M e a s u re s

    Scales are important in designing a survey instrument in

    management research. As no single measure can precisely

    capture behavior, researchers usually combine two or more

    measures into a scale to gauge each variable. Given that

    developing new scales is a complex task, wherever possible we

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    used pretested scales from past empirical studies to ensure their

    validity and reliability.

    3 . 2 . 1. T ra n s f o rm a t i o n al l e a d e r sh i p

    The strategic literature includes research that measures and

    evaluates transformational leadership (e.g., Coad & Berry,

    1998; Hult et al., 2000; Podsakoff, Mackenzie, & Bommer,1996). Style of leadership is broadly based on a managers

    assumption about his/her role in an organization. Therefore, we

    drew five items from the scale designed by Podsakoff et al.

    (1996) to assess aspects of transformational leadership. We

    asked CEOs whether they gave priority to seeking new

    opportunities for their organizations; tried to develop a clear

    common view of final aims more than short-term objectives;

    emphasized motivating the rest of the company more than

    controlling; acted as the organizations leading force more than

    as supervisor; and, finally, coordinated their colleagues on the

    job. All the items in this paper used a Likert-type 7-point scale

    (1, t o t a l l y d i s a g re e to 7, t o t a l l y a g r ee ). A confirmatoryfactor analysis (v5

    2=14.25, normed fit index [NFI]=0.97, non-

    normed fit index [NNFI]= 0.96, goodness-of-fit index

    [GFI] = 0.99, comparative fit index [CFI] = 0.98, adjusted

    goodness-of-fit index [AGFI]= 0.98) subsequently verified

    the scales unidimensionality and its high validity and

    reliability (a=0.850).

    3 . 2 . 2. O r g an i z a t i on a l l e a r n i ng

    The capability of organizational learning has received much

    more theoretical than empirical attention. Additionally, there

    are wide differences among the assumptions, procedures, and

    objectives of previous measures. We took measures from two

    previous scales that had close conceptual links with ourresearch, reflected prior trends well, and had been verified in

    detail. We used the first two items of Kale, Singh, and

    Perlmutters (2000) scale and added two items based on

    Edmondsons (1999) work. This four-item organizational

    learning scale asked respondents whether, over the last 3 years,

    their organizations had acquired much new and relevant

    knowledge, if organizational members had acquired critical

    capacities and skills, if organizational improvements had been

    influenced by the entry of new knowledge, and if their

    organizations were learning organizations. This scale was

    similar to other recently proposed measures of external and

    internal learning (e.g.,Schroeder et al., 2002). We conducted aconfirmatory factor analysis to validate our scales (v2

    2=2.40,

    NFI = 0.99, NNFI = 0.99, GFI = 0.99, CFI = 0.99, AGFI = 0.99).

    Results showed that final scale was unidimensional and had

    high reliability (a =0.919).

    3 . 2 . 3. F i r m i n n o va t i o n

    Numerous researchers have analyzed organizations inno-

    vation using reliable and valid scales. We based our scale on

    Miller and Friesens (1983) work. We first defined firm

    innovation (in contrast to industry or market innovation) for

    respondents and then asked them to evaluate how high, relative

    to competitors, their firms rates of new product/service

    introduction and changes in internal operating practices were

    for the last 3 years. A confirmatory factor analysis showed that

    our scale was unidimensional and reliable (a =0.777). We also

    included questions allowing the CEO respondents to offer

    precise quantitative data on organizational innovation and

    innovation radicality (e.g. number of new products in the last 3

    years). We included questions tapping both types of assessment

    in our interviews (subjective evaluation and quantitative data),but the managers were more open to offering their perceptions

    than to offering precise quantitative data (only 61 offered

    quantitative data). Therefore, we tested the model using a

    perceptual measure of firm innovation in which each respon-

    dent rated his or her organizations innovation relative to that of

    other firms in the. Where possible, we calculated the

    correlation between the objective and subjective data. These

    were high and statistically significant (0.76, p

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    In addition, because size and income were highly correlated,

    we used number of employees only in our model (Weaver,

    Trevino, & Cochran, 1999).

    Major industry type was measured at the two-digit SIC code

    level and then aggregated to four wide categories, as described

    under Sample and procedures above. This variable controls the

    potential influence of industry on learning (Li, 1995) and

    profitability. The survey asked managers to name the industry

    from which the company generated most of its sales.

    3 . 3. M o de l a n d a n al y si s

    The LISREL 8.30 program was used to test the theoretical

    model.Fig. 1shows the basis of the model proposed, together

    with the hypotheses to be tested. We used a recursive

    nonsaturated model, taking transformational leadership (n1)

    as the exogenous latent variable, organizational learning (g1) as

    a first-grade endogenous latent variable, and innovation (g2)

    and organizational performance (g3) as second-grade endoge-

    nous latent variables. Through flexible interplay between

    theory and data, this structural equation model approach

    bridges theoretical and empirical knowledge to allow a better

    understanding of the real world. Such analysis allows for

    modeling based on both latent and manifest variables, a

    property well suited to the hypothesized model, where most

    of the represented constructs are abstractions of unobservable

    phenomena. Further, structural equation modeling takes into

    account errors in measurement, variables with multipleindicators, and multiple-group comparisons.

    4. Analysis and results

    In this section we present the main research results. First,

    Table 1shows the means and standard deviations as well as the

    interfactor correlation matrix for the study variables. There are

    significant and positive correlations among transformational

    Table 1

    Means, standard deviations and correlation

    Variable Mean S.D. 1 2 3 4 5

    1. Transformational Leadership 5.22 0.94 1.000

    2. Organizational Learning 5.37 1.14 0.473*** 1.000

    3. Innovation 4.67 1.19 0.387*** 0.587*** 1.000

    4. Performance 4.83 1.02 0.456*** 0.488*** 0.509*** 1.0005. Size 3.4 1.68 0.068 0.010 0.071 0.009 1.000

    *** Significant at p

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    leadership, organizational learning, innovation and perfor-

    mance. A series of tests (e.g., tolerance, and variance inflation

    factor) showed the absence of multicolinearity (Hair, Ander-

    son, Tatham, & Black, 1999). We performed structural

    equation modeling (Bollen, 1989) to estimate direct and

    indirect effects, using LISREL and using the correlation matrix

    and asymptotic covariance matrix as input. This type ofanalysis has the advantage of correcting for unreliability of

    measures and also gives information on the direct and indirect

    paths between multiple constructs after potentially confounding

    variables are controlled for. Fig. 2 shows the standardized

    structural coefficients. This diagram shows only paths that are

    significant at the 0.5 level. The magnitude of the coefficients of

    the variables reflects their relative importance.

    With respect to the quality of the measurement model for the

    sample, the constructs display satisfactory reliability, as

    indicated by composite reliabilities ranging from 0.78 to 0.92

    and shared variance coefficients ranging from 0.62 to 0.85

    (Table 2). Convergent validitythe extent to which maximallydifferent attempts to measure the same concept agreecan be

    judged by looking at both the significance of factor loadings

    and shared variance. The amount of variance shared or

    captured by a construct should be greater than the amount of

    measurement error (shared variance >0.50). All the multi-item

    constructs meet this criterion, each loading (k) being signifi-

    cantly related to its underlying factor (t-values greater than

    28.29). Likewise, a series of chi-square difference tests on the

    factor correlations showed that discriminant validity the

    degree to which a construct differs from othersis achieved

    among all constructs (Anderson & Gerbing, 1988) . In

    particular, we established discriminant validity between each

    pair of latent variables by constraining the estimated correlation

    parameter between them to 1.0 and then performing a chi-

    square difference test on the values obtained for the constrained

    and unconstrained models (see Anderson & Gerbing, 1988).

    The resulting significant differences in chi-square indicate that

    the constructs are not perfectly correlated and that discriminatevalidity is achieved.

    The overall fit measures, the multiple squared correlation

    coefficients of the variables, and the signs and significance

    levels of the path coefficients all indicate that the model fits the

    data well (v1652=0.34, p < 0.001; NFI = 0.93; NNFI= 0.93;

    GFI= 95; CFI= 0.94; AGFI= 0.94). The hypothesized model

    was a significantly better fit than the null model (v1902=

    14953.36, p

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    indirect effect (0.79, p

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    generating innovation (e.g., Dess & Picken, 2000; Hult etal.,

    2000; McDonough, 2000; Sethi, 2000). This result is especially

    appealing because it supports the characterization of transfor-

    mational leadership as more concerned with collective deci-

    sions, collective goals, and the generation of capabilities than is

    traditional leadership, which focuses more on top-down

    decisions, standardized procedures, and the production ofproducts and services.

    Therefore, a common perspective integrating and motivating

    organizational members is a prerequisite for firm innovation. A

    CEOs willingness to accept risks and mistakes is also probably

    one of the first steps of the process of innovation. Additionally,

    transformational leadership has shown its potential to help

    organization members create and use knowledge (e.g., Sengeet

    al., 1994; Snell, 2001). Transformational leadership contributes

    to a good internal environment for collaboration and work

    among team members. Further, one of its main outputs should

    be the absorption of ideas promoting organizational learning

    and therefore promoting a transformational leaderships indirectinfluence on firm innovation through organizational learning.

    Finally, the results of this study also shed additional light on

    innovations positive implications for firm performance. These

    results support previous literature stating such positive effects

    of innovation (e.g.,Damanpour, 1991; Irwin et al., 1998). Our

    results show some additional and appealing aspects of the

    indirect relationships among organizational learning, firm

    innovation, and performance. First, organizational learning

    not only directly influences both performance and innovation,

    but also influences performance through innovation. Second, in

    our sample the relationship between organizational learning

    and firm innovation was even stronger than that between

    organizational learning and performance. We want to avoid adefinitive assessment about the sense of the analyzed relation-

    ships between organizational learning, firm innovation, and

    performance. As discussed below, future longitudinal works

    should help to complete these findings.

    6. Managerial implications

    Our research shows the importance of transformational

    leadership for improving financial performance and thus

    promoting firm innovation and organizational learning. Tradi-

    tional relationships between leadership and managers should

    then be reviewed. It is especially important here to understandthe importance and peculiarities of transformational leadership.

    First, transformational leadership includes very special atten-

    tion to the development of the people in a firm. Human

    resources are the most important assets for these leaders.

    Transformational leaders concentrate their efforts on value

    and emphasize developing a vision and inspiring followers to

    pursue the vision; they change or align systems to accommo-

    date their vision rather than work within existing systems; and

    they coach followers to take on greater responsibility for both

    their own and others development.

    Secondly, style of leadership is broadly based on a

    managers assumption about his/her role in an organization.

    It is highly important that the transformational leader act in a

    way that is coherent with his/her statements. Transformational

    leaders have to offer all their resources to avoid any skeptical

    behavior in the firm (Wick & Leon, 1995). His/her own

    compromise with the abilities of learning plays a key role in

    promoting a culture of shared knowledge in the firm.

    Thirdly, our work shows the importance of transforming all

    these attitudes into organizational routines. Leaders play asignificant role in shaping firms potential to generate innova-

    tions by encouraging an appropriate environment and making

    decisions that promote successful generation and implementa-

    tion of knowledge. Innovation especially needs the collective

    effort of organizational learning, and it has to be based on

    collective and continuous employees efforts to share and

    generate new knowledge more than on individual intentions.

    All these features together allow a better understanding of the

    strong relationships between collaborative transformational

    leadership and factors positively influencing organizational

    innovation and learning.

    7. Conclusions, limitations, and future directions

    This study (1) analyzes the simultaneous influence on firm

    innovation of transformational leadership and organizational

    learning; (2) shows that although both directly influence

    innovation, the collective process of organizational learning

    has a stronger direct influence on innovation for our sample than

    transformational leadership; (3) however, also shows that

    leadership has a strong and significant influence on organiza-

    tional learning; and (4) emphasizes the positive and significant

    influence of firm innovation on performance. Our research

    demonstrates the importance of an integrated analysis of direct

    and indirect effects of individual and organizational determi-nants of firm innovation and reinforces previous literature on the

    importance of organizational innovation for organizational

    performance.

    Our results must be only cautiously generalized because this

    study has several limitations that suggest further possibilities

    for empirical research. First, survey data based on self-reports

    may be subject to social desirability bias(Podsakoff & Organ,

    1986). However, an assurance of anonymity can reduce such

    bias even when responses concern sensitive topics(Hair etal.,

    1999). The low risk of social desirability bias in this study was,

    however, indicated by the comments of several managers who

    noted that it made no sense for their companies to go beyondregulatory compliance in the innovation arena. Further, we

    tested the possibility of common method bias using Harmans

    one-factor test, and none appeared to be present(Podsakoff &

    Organ, 1986; Scott & Bruce, 1994).

    Secondly, the study is limited by its cross-sectional design.

    Although we tested the most plausible directions for the

    pathways in our model, longitudinal research is needed to

    assess the direction of causality of the relationships and to

    detect possible reciprocal processes. We have tried to temper

    this limitation through attention to theoretical arguments

    rationalizing the analyzed relationships (Hair et al., 1999)

    and through integrating temporal considerations into measure-

    ment of the variables. Finally, our results must be cautiously

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    analyzed in view of the geographical and business peculiarities

    of our sample.

    Future research should pay more attention to the influence

    of different mixtures of influences on organizational innova-

    tion. It should be noted that selected variables explain an

    acceptable amount of variance of organizational innovation and

    performance. In any case, others could be analyzed, such asshared vision, teamwork, absorptive capacity, and technology.

    We might also examine other consequences of introducing an

    organizational innovation in firms (e.g., quality improvement,

    staff satisfaction, and improvements in relational capacity). The

    homogeneous geographical context examined here limits the

    influence of external conditions, but future research might well

    explicitly integrate the influences of external factors (Aragon-

    Correa & Sharma, 2003). More empirical papers supporting (or

    rejecting) our results in different contexts would be welcomed,

    especially longitudinal studies.

    Acknowledgement

    We would like to thank Peter J. LaPlaca and the anonymous

    reviewers for extremely helpful comments. We would also like

    to thank the European Commission-Spanish Ministry of

    Science and Research (project SEC 2003-07755) and the

    Foundation BBVA for their financial support.

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    Juan Alberto Aragon-Correa is Chairman of the Department of Managementat the University of Granada (Spain) and visiting professor at the Rotterdam

    Management School (the Netherlands). He received his PhD from the

    University of Seville and completed a postdoctoral fellowship at the Saint

    Marys University (Canada). His primary research interests include corporate

    environmental strategies, firm innovation and dynamic capabilities. He has

    published in multiple journals such as A c ad e m y o f M a na g e me n t J o u rn a l ,

    A cademy of Management R eview, or J o u r na l o f B u s i n e ss R e s e a rc h.

    Vctor J. Garca-Morales is an assistant professor at the University of

    Granada (Spain). He received his PhD from the University of Granada and his

    primary research interests include the organizational capabilities of knowledge

    management and organizational learning. He has published in multiple journals

    such as I n t er n at i o na l J o u rn a l o f Te c h no l og y M a na g e me n t , International

    Journal of Service Industry Management or R e v i s t a E u r o pe a d e D i r e c ci on y

    E conom a d e l a E m p re s a.

    Eulogio Cordon-Pozo ([email protected]) is an assistant professor and

    coordinator of the Department of Management at the University of Granada

    (Spain). He received his PhD from the University of Granada and his primary

    research interests include product innovation and high technology activities. He

    has published in multiple journals such as T ec h n o l o g y A n a l y s i s a n d S t r a t e g i c

    Management , I n t er n a ti o n al J o u rn a l o f Te c h no l o gy M a na g e me n t , R evista

    E uropea de Direccion y E conom a d e l a E m p re sa , or E c o n o m i a I n d u s t r ia l .

    J.A . A ragon-Correa et al. / Industrial Marketing Management 36 (2007) 349 359 359

    mailto:[email protected]:[email protected]:[email protected]