Training Motivation In Organizations: An Analysis Of Individual-Level Antecedents [*].The importance of training effectiveness has long been recognized as a crucial issue for organizations (Ford et al., 1997; Noe, 1986; Noe and Ford, 1992; Tannenbaum and Yukl, 1992). To the extent that employee training programs are effective, organizations are able to avoid wasteful spending and improve performance and productivity. Thus, a key consideration for virtually all organizations is the expected return Expected Return
The average of a probability distribution of possible returns, calculated by using the following formula: provided the organization for its training investment. Because it has been suggested that organizations are likely to increase their reliance upon and utilization of employee training programs in years to come (London, 1989; Noe, 1999), the effectiveness of training interventions in organizations is likely to become even more salient in the future (Blanchard and Thacker, 1999; Noe and Ford, 1992).
One key determinant determinant, a polynomial expression that is inherent in the entries of a square matrix. The size n of the square matrix, as determined from the number of entries in any row or column, is called the order of the determinant. of training effectiveness is an individual's level of training motivation (Mathieu and Martineau, 1997; Mathieu et at., 1992; Tannenbaum and Yukl, 1992). Training motivation refers to an individual's desire to engage in training activities and fully embrace the training experience. All other things constant, the more motivated mo·ti·vate
tr.v. mo·ti·vat·ed, mo·ti·vat·ing, mo·ti·vates
To provide with an incentive; move to action; impel.
mo the trainee, the more likely he or she is to reap the intended benefits from the training experience (Facteau et al., 1995; Noe and Wilk, 1993).
A number of scholars have called for more research on the antecedent ANTECEDENT. Something that goes before. In the construction of laws, agreements, and the like, reference is always to be made to the last antecedent; ad proximun antecedens fiat relatio. factors of training motivation (e.g., Mathieu et al., 1992; Noe and Wilk, 1993; Tannenbaum and Yukl, 1992). In particular, some researchers have suggested that individual-level influences on training motivation be given greater attention (e.g., Baldwin and Ford, 1988; Colquitt et at., 1998; Noe and Ford, 1992). In addition, Tannenbaum and Yukl (1992) suggested that dynamic individual constructs that can be influenced before, during, and after the training process be further examined in future research. Therefore, we attempt to answer these calls by examining the effects of individual-level antecedent variables An antecedent variable is a variable that occurs before the independent variable and the dependent variable.
For example, in politics, a special interest group may want to support a politician who backs their cause. (e.g., training self-efficacy self-efficacy (selfˈ-eˑ·fi·k , achievement motivation, attitude toward training) on training motivation. To do this, a model depicting the relationships of these antecedents to training motivation is developed and tested using structural equation modeling Structural equation modeling (SEM) is a statistical technique for testing and estimating causal relationships using a combination of statistical data and qualitative causal assumptions. . Further, the results and implications for managers are discussed.
A Model of Individual-Level Antecedents of Training Motivation
The hypothesized relationships among the variables examined in this study are shown in Figure I. As indicated in Figure I, training motivation is the major outcome variable of interest. The most immediate antecedent of training motivation is attitude toward training. This variable is affected by a number of other variables within the model. Organizational commitment In the study of organizational behavior and Industrial/Organizational Psychology, organizational commitment is, in a general sense, the employee's psychological attachment to the organization. is hypothesized to influence attitude toward training directly and indirectly through flexibility. In addition, organizational commitment is expected to directly influence training motivation. Self-esteem self-esteem
Sense of personal worth and ability that is fundamental to an individual's identity. Family relationships during childhood are believed to play a crucial role in its development. is hypothesized to influence attitude toward training and training self-efficacy, but it is not expected to have any direct effect upon training motivation. Achievement motivation is expected to have a direct effect on training motivation, and an indirect effect through attitude toward training. Finally, training self-efficacy is hypothesized to have a direct effect on training motivation and an indirect effect through attitude toward training a nd achievement motivation. In the next section, the direct and indirect linkages hypothesized in the model are presented.
Hypothesized linkages within the Model
Training Self-Efficacy. Self-efficacy (Bandura ban`dur´a
n. 1. A traditional Ukrainian stringed musical instrument shaped like a lute, having many strings. , 1986) refers to an individual's self- perceived ability or capacity to achieve certain outcomes. Given the nature of self-efficacy, it is likely that persons high in training self-efficacy would experience higher levels of training motivation than persons low in training self-efficacy, in that persons high in training self-efficacy are likely to see themselves as capable of meeting the challenge to their present skills provided by training opportunities (Noe, 1986; Noe and Wilk, 1993; Tannenbaum et al., 1991). Thus, persons high in training self-efficacy should be more motivated to engage in training activities than those persons who are not. Therefore,
H1a: Training self-efficacy is positively related to training motivation.
In addition, training self-efficacy may affect training motivation through other mediating variables such as achievement motivation (Karl et al., 1993). Achievement motivation has been described as the desire to overcome challenges and to perform in terms of a standard of excellence (Steers and Spencer, 1977). Training self-efficacy may thus influence achievement motivation by determining the areas in which individuals elect to exert effort. That is, achievement motivation is expected to be low when training self-efficacy is likewise low, because an individual is not likely to be motivated to achieve in areas in which he or she perceives himself or herself to be inadequate. Thus,
H1b: Training self-efficacy is positively related to achievement motivation.
Training self-efficacy also may influence individuals' attitudes toward the training process in general. That is, persons high in training self-efficacy may be more likely to perceive training and education in a more positive manner than persons low in training self-efficacy (e.g., Bandura, 1982; Noe and Wilk, 1993). Hence,
H1c: Training self-efficacy is positively related to attitude toward training.
Self-esteem. Closely related to training self-efficacy is self-esteem. However, self-esteem refers more generally to an evaluation of self in terms of affect (i.e., liking), rather than an individual's self-perceived abilities or capacities (Brockner, 1988). Even though they differ, self-esteem and training self-efficacy should be positively correlated cor·re·late
v. cor·re·lat·ed, cor·re·lat·ing, cor·re·lates
1. To put or bring into causal, complementary, parallel, or reciprocal relation.
2. . Therefore,
H2a: Self-esteem and training self-efficacy are positively correlated.
Self-esteem also should relate positively to an individual's attitude toward training. That is, persons who view themselves in a more positive versus negative manner should likewise be more positively disposed dis·pose
v. dis·posed, dis·pos·ing, dis·pos·es
1. To place or set in a particular order; arrange.
2. toward the prospect of training than persons who view themselves negatively (Williams, 1990). Thus,
H2b: Self-esteem is positively related to attitude toward training.
Organizational commitment. Organizational commitment has been described as the relative strength of an individual's identification with and involvement in a particular organization (Porter et al., 1974). Organizational commitment is posited to influence attitude toward training both directly and indirectly through individual flexibility. Highly committed persons, in general, should readily embrace employer-sponsored training efforts and, consequently, hold more positive attitudes toward training than individuals with low commitment (Facteau et al., 1995; Tannenbaum et al., 1991). We predict that in addition to direct effects, the effect(s) of organizational commitment on training motivation are indirectly realized through the mediating effect of attitude toward training. Thus,
H3a: Organizational commitment is positively related to attitude toward training.
Organizational commitment also should be positively related to individual flexibility in the workplace, in that highly committed individuals should value flexibility in the work context and be more adaptable a·dapt·a·ble
Capable of adapting or of being adapted.
a·dapta·bil toward meeting the manifest manifest 1) adj., adv. completely obvious or evident. 2) n. a written list of goods in a shipment.
MANIFEST, com. law. A written instrument containing a true account of the cargo of a ship or commercial vessel.
2. needs of the organization (Zeffane, 1994). Therefore, the positive effect of organizational commitment on attitude toward training also may be realized indirectly through the mediating influence of individual flexibility or adaptability a·dapt·a·ble
Capable of adapting or of being adapted.
H3b: Organizational commitment is positively related to flexibility.
A positive, direct relationship between organizational commitment and training motivation also is expected. Highly committed employees should be more motivated to engage in employer sponsored training programs and to transfer the skills acquired in training back to the job context (Facteau et at., 1995; Tannenbaum et al., 1991).
H3c: Organizational commitment is positively related to training motivation.
Flexibility. An important but neglected variable in training research is flexibility (Barrick and Mount, 1991). Flexible employees tend to be more adaptable to new or unfamiliar experiences (Stone et at., 1984). Thijssen (1992) suggested that flexible individuals take advantage of and seek out opportunities to develop new skills and qualifications. Therefore, individual flexibility should be positively related to attitudes toward training, in that flexible persons should be positively disposed toward the prospect of training.
H4: Flexibility is positively related to attitude toward training.
Achievement Motivation. Achievement motivation refers to an individual's desire to successfully meet challenges and attain personal goals (Steers and Spencer, 1977). Scholars have called for investigation of the achievement motivation construct in training motivation research (Ford and Noe, 1987; Tannenbaum and Yukl, 1992). In terms of the present study, achievement motivation is expected to have an indirect effect on training motivation through its relationship with attitude toward training. That is, persons high in achievement motivation are likely to view training as a challenge to overcome or as an opportunity to advance either one's skills or career. Thus, achievement motivation is likely to affect attitudes formed with respect to training.
H5a: Achievement motivation is positively related to attitude toward training.
The achievement motive motive or motif (mōtēf`), in music, a short phrase or passage of two or more notes and repeated or elaborated throughout the composition. The term is usually used synonymously with figure. of individuals also is expected to have a direct, positive relationship with training motivation (Baumgartel et at., 1984; Colquitt et al., 1993). Thus, it is hypothesized that training may be viewed as a specific means of satisfying the more general achievement motivation, independent of one's attitudinal outlook (i.e., affect) toward the process.
H5b: Achievement motivation is positively related to training motivation.
Attitude Toward Training. Finally, an individual's attitude toward training is expected to be positively linked to his or her level of training motivation (Ford and Noe, 1987; Noe, 1986). An individual's attitude toward training reflects his or her disposition toward the formal process of skill and knowledge acquisition. Attitude toward training also may represent an individual's motivation to attend training as distinct from training motivation (Facteau et al., 1995) or motivation to learn (Tannenbaum and Yukl, 1992). Therefore,
H6: Attitude toward training is positively related to training motivation.
Three of the authors visited the job site to administer an attitude survey. Subjects were brought together at the beginning of each of three shifts and the survey was administered in one setting for each shift during working hours. Subjects were assured confidentiality. Upon their departure, participants were given a second survey to complete on their own time. A self-addressed stamped envelope A self-addressed stamped envelope (SASE), or just stamped addressed envelope (SAE) in the UK, is often just that: an envelope with the sender's name and address on it, with affixed paid postage and mailed to a company or private individual. was supplied. The respondents In the context of marketing research, a representative sample drawn from a larger population of people from whom information is collected and used to develop or confirm marketing strategy. were paid ten dollars for completing the second survey.
The warehouse in which the study was conducted was planning a major technological change from a totally manual to an automated au·to·mate
v. au·to·mat·ed, au·to·mat·ing, au·to·mates
1. To convert to automatic operation: automate a factory.
2. warehouse system. All data were collected after the training requirements were announced, but prior to the actual training. Each employee was required to be trained on every automated job. By training every worker on everyjob, the warehouse could always function at full capacity regardless of which employees showed up for work as all jobs could be performed by all workers. Therefore, the introduction of training, especially cross training, was novel to this organization.
The respondents in this study were 158 warehousers, who either picked or packed machine parts, and their immediate supervisors. Subjects worked for a Fortune 500 manufacturer of home appliances located in the midwest. Only those who completed both surveys were included in the present study (47% of the original 338 respondents). Respondents had an average age of 44.4 years and an average seniority of 12.2 years. Fifty-eight percent of the sample was male, and 16.5 percent were members of ethnic minority groups.
Organizational Commitment. The organizational commitment scale used in the study consisted of eight questions taken from Porter et al. (1974). The items were measured on a 7-point scale, with lower scores indicating higher levels of organizational commitment. An example item is "I talk up this organization to my friends as a great organization to work for." The internal consistency In statistics and research, internal consistency is a measure based on the correlations between different items on the same test (or the same subscale on a larger test). It measures whether several items that propose to measure the same general construct produce similar scores. estimate for this scale was .87.
Training Self-Efficacy. The training self-efficacy scale measured individuals self-perceived confidence in their own skills and abilities. The measure used was from Noe and Wilk (1993) and consisted of 13 items. The scale ranged from 1 to 5 with the anchors of strongly agree and strongly disagree, respectively. An example item is "My past experiences and accomplishments increase my confidence that I will be able to perform successfully in my job." The Cronbach alpha for this scale was .79.
Self-esteem. The self-esteem measure was the Janis-Field Scale (Eagly, 1967). An example item from this scale is "How often do you have the feeling that there is nothing you can do well?" (reverse scored). This scale consisted of 20 questions and possible responses on this scale ranged from 1 to 5. Responses closer to 1 indicated a higher level of self-esteem. These items produced a reliability estimate of .88.
Achievement Motivation. Achievement motivation was measured with a modified version of the 20-item scale from the Jackson Jackson.
1 City (1990 pop. 37,446), seat of Jackson co., S Mich., on the Grand River; inc. 1857. It is an industrial and commercial center in a farm region. PRF PRF
prolactin-releasing factor Form E (Jackson, 1974). The modification was the use of a 4-point rather than a 2-point scale consisting of the choices of very true, true, false, and very false. Responses closer to 1 indicated higher achievement motivation. An example item from this scale is "I will keep working on a problem after others have given up." The internal reliability of this scale was .77.
Flexibility. The flexibility was measured with a 20-item scale developed by Meresko et al. (1954). An example item is "I rather like the idea of having friends drop in unexpectedly at odd hours." Responses on this scale ranged from 1 to 6. A response closer to 1 indicated more flexibility than a score of 6. The internal consistency estimate for this scale was .81.
Attitude Toward Training. The attitude toward training scale was developed for this study and measured the degree to which an individual valued formal training. The scale consisted of three questions and responses were provided on a 1 to 5 scale. Responses closer to 1 indicated a more positive attitude toward training. Sample items from this scale are "In general, I value education," and "I am fearful of classroom situations." The reliability for this scale was .88.
Training Motivation. The training motivation scale measured the degree to which an individual perceived training as a useful and important opportunity. This scale consisted of 17 questions (e.g., "I am willing to invest effort to improve skills and competencies related to my job") taken from Noe and Wilk (1993) with anchors ranging from 1 to 5. Responses closer to 1 indicated strong motivation for training. These items produced a Cronbach alpha of .80.
The data were analyzed an·a·lyze
tr.v. an·a·lyzed, an·a·lyz·ing, an·a·lyz·es
1. To examine methodically by separating into parts and studying their interrelations.
2. Chemistry To make a chemical analysis of.
3. using LISREL LISREL Linear Structural Relations 8 (Joreskog and Sorbom, 1993). Because the scales were measured on different point scales all variables were normalized before creating the covariance matrix In statistics and probability theory, the covariance matrix is a matrix of covariances between elements of a vector. It is the natural generalization to higher dimensions of the concept of the variance of a scalar-valued random variable. used by LISREL. The theoretical model presented in Figure I was tested using a structural equation modeling comparison procedure (Anderson and Gerbing, 1988). In order to assess the structural model, five nested models were estimated. These alternative models provided competing explanations for the variable relationships reflected in the data. Anderson and Gerbing (1988) suggested that five nested models be examined: the theoretical model ([M.sub.t]); a null A character that is all 0 bits. Also written as "NUL," it is the first character in the ASCII and EBCDIC data codes. In hex, it displays and prints as 00; in decimal, it may appear as a single zero in a chart of codes, but displays and prints as a blank space. model ([M.sub.n]), which specifies no relationships among the latent variables In statistics, Latent variables (as opposed to observable variables), are variables that are not directly observed but are rather inferred (through a mathematical model) from other variables that are observed and directly measured. ; a saturated model In mathematical logic, and in particular model theory, a saturated model M is one which realizes as many complete types as may be "reasonably expected" given its size. ([M.sub.s]), which estimates all possible linkages among the latent variables; an unconstrained model ([M.sub.u]), which overfits the data relative to [M.sub.t] by estimating a greater number of paths; and a constrained con·strain
tr.v. con·strained, con·strain·ing, con·strains
1. To compel by physical, moral, or circumstantial force; oblige: felt constrained to object. See Synonyms at force.
2. model ([M.sub.c]), which underfits the data rela tive to [M.sub.t] by estimating fewer structural parameters. Support for [M.sub.t] is demonstrated when it achieves acceptable goodness-of-fit and when that fit is significantly better than the less complex [M.sub.n] and [M.sub.c] models, but not significantly different from the fit of the more complex [M.sub.n] and [M.sub.s] models.
In order to determine data-to-model fit, we examined the chi-square, NFI NFI Nasjonal Forskningsinformasjon (Norwegian Research Database)
NFI National Fisheries Institute
NFI National Fatherhood Initiative
NFI National Forest Inventory (Australia)
NFI Nutrition Foundation of India , CFI CFI
cost, freight, and insurance , GEI GEI - A German software engineering company. , and PNFI. The GFI GFI Ground Fault Interrupter
GFI Go For It
GFI Government-Furnished Information
GFI Growing Families International
GFI Goodness of Fit Indices
GFI Government Financial Institutions (Philippines)
GFI Gross Farm Income and chi-square provide a measure of the extent to which the covariance matrix estimated by the hypothesized model reproduces the observed covariance matrix (James et al., 1982). The NFI was used because it assesses a model's fit in relation to the worst and best fit attainable at·tain
v. at·tained, at·tain·ing, at·tains
1. To gain as an objective; achieve: attain a diploma by hard work.
2. (Bentler and Bonett, 1980). The CFI has similar attributes of the NFI but also accounts for population parameters. Finally, PNFI was used to examine parsimony par·si·mo·ny
1. Unusual or excessive frugality; extreme economy or stinginess.
2. Adoption of the simplest assumption in the formulation of a theory or in the interpretation of data, especially in accordance with the rule of of the model.
The items for each scale were averaged to create single indicators for each latent variable. A covariance matrix of these indicators was used as input for the LISREL program. The factor loadings for each variable were fixed to the square root of the reliability for each measure, and the value of one minus the reliability multiplied mul·ti·ply 1
v. mul·ti·plied, mul·ti·ply·ing, mul·ti·plies
1. To increase the amount, number, or degree of.
2. Mathematics To perform multiplication on. by a variable's variance The discrepancy between what a party to a lawsuit alleges will be proved in pleadings and what the party actually proves at trial.
In Zoning law, an official permit to use property in a manner that departs from the way in which other property in the same locality was used to represent residuals. This approach was used to correct for random measurement error. The means, standard deviations In statistics, the average amount a number varies from the average number in a series of numbers.
(statistics) standard deviation - (SD) A measure of the range of values in a set of numbers. , and correlations among the variables used can be seen in Table 1.
Anderson and Gerbing's (1988) suggested approach to testing a model is to examine a series of five nested alternative models ([M.sub.n], [M.sub.c], [M.sub.t] [M.sub.u] and [M.sub.s]). [M.sub.t], the theoretical model, can be found in Figure I. [M.sub.c] and [M.sub.u] for the present study can be found in Figure II. The theoretical development for the additional models is provided below.
Theoretical Development of [M.sub.c] and [M.sub.u]. The constrained alternative model, [M.sub.c], is formed by eliminating paths from the previously specified theoretical model of interest ([M.sub.t]). To create [M.sub.c] two linkages were deleted Deleted
A security that is no longer included on a specified market. Sometimes referred to as "delisted".
Reasons for delisting include violating regulations, failing to meet financial specifications set out by the stock exchange and going bankrupt. : training self-efficacy to training motivation and achievement motivation to training motivation. Deleting these two direct paths to training motivation, in effect, stipulates that the effects of all other variables in the model are mediated me·di·ate
v. me·di·at·ed, me·di·at·ing, me·di·ates
1. To resolve or settle (differences) by working with all the conflicting parties: by attitude toward training. The paths removed to create [M.sub.c] are depicted de·pict
tr.v. de·pict·ed, de·pict·ing, de·picts
1. To represent in a picture or sculpture.
2. To represent in words; describe. See Synonyms at represent. in Figure II with dashed dash 1
v. dashed, dash·ing, dash·es
1. To break or smash by striking violently.
2. To hurl, knock, or thrust with sudden violence.
3. and dotted lines.
The unconstrained alternative model, [M.sub.u], is formed by including additional theoretically plausible linkages in the model. We added two linkages. First, self-esteem should be positively related to achievement motivation. That is, persons who have high self-esteem should generally be inclined to strive toward overcoming obstacles and achieving personal goals (Brockner et al., 1983). Second, we predict that training self-efficacy will be positively related to flexibility. This expected relationship stems from past research that suggests individuals who view themselves as generally capable should be open to new experiences (Jones, 1986). The dotted lines in Figure II represent the paths added to create the unconstrained model [M.sub.u].
Sequential Chi-Square Difference Tests. To compare the five alternative models, a series of sequential chisquare difference tests (SCDTs) were performed. To do this, each alternative model was estimated using LISREL 8 (Joreskog and Sorbom, 1993). The results for these models are presented in Table 2.
To determine which model to accept, a decision tree presented by Anderson and Gerbing (1988) was followed. The best model as suggested by the decision tree was [M.sub.t] the theoretical model. However, Anderson and Gerbing (1988) also suggested that the competing models be compared on practical as well as statistical evidence. To do this, fit indices can be examined. As shown in Table 2, [M.sub.t] had good overall fit with a strong GFI, CFI, and NFI. In addition, the PNFI of the theoretical model was large, even though it failed to reach conventional levels of acceptance (.50). Therefore, on both practical and statistical grounds, [M.sub.t] most accurately reflects the training motivation of individuals in the present sample.
The completely standardized standardized
pertaining to data that have been submitted to standardization procedures.
standardized morbidity rate
see morbidity rate.
standardized mortality rate
see mortality rate. path coefficients Path coefficients are linear regression weights expressing the causal linkage between statistical variables in the structural equation modeling approach. External links and references
This study empirically examined a number of individual-level antecedents of training motivation in order to contribute to our knowledge of the factors comprising the training process and extend the state of research with respect to overall training effectiveness. The hypothesized model of training motivation was supported by the LISREL results when compared to the competing models. The overall fit of the model was strong on several indicators. However, several predicted paths were not significant.
Three of the five proposed predictors of attitude towards training (i.e., achievement motivation, training self-efficacy, and organizational commitment) were not significant. Thus, it appears, at least for the present sample, that achievement motivation does not affect attitude toward training (H5a). This may be due to the fact that individuals did not view the training they were about to receive as a means of satisfying their personal needs and goals. Instead, the training may have been viewed as a means of survival in the ever-changing environment in which they worked. In addition, for the present sample, organizational commitment did not affect attitude toward training (H3a). Thus, the effect of organizational commitment on training motivation may be direct versus indirect, as is suggested by previous research (e.g., Tannen-baum et al., 1991). However, the other two indicators (i.e., flexibility and self-esteem) had a significant, direct, and positive effect on attitude toward training as predicted (H2b, H4). These findings confirm similar findings reported in previous research (e.g., Baldwin and Ford, 1988). Given that these two characteristics are trait-like, management might be well served by incorporating a search for these two qualities in the selection process, especially if the jobs in question will require a great deal of training.
Three of the four predicted paths in Figure III that led to training motivation were positive and significant (achievement motivation (H5b), organizational commitment (H3c) and attitude toward training (H6)). However, training self-efficacy did not have a significant effect on training motivation (H1a). This finding may be due to the fact that many of the respondents had never participated in a standardized training program since the staff at the plant had been performing the job the same way for over 20 years.
A positive and significant relationship between organizational commitment and training motivation was found, suggesting that organizational commitment has direct effects on training motivation (H3c). However, the indirect paths for organizational commitment (i.e., to flexibility (H3b) and attitude toward training (H3a)) were not significant. Perhaps, commitment to the union rather than commitment to the organization would have produced stronger indirect effects on training motivation given the composition of the sample.
Implications for Practice
This research has several implications for managers. First, from a training perspective, the individual-level influences on training motivation examined and supported in this study might well be used to identify and select individuals for entry into specialized spe·cial·ize
v. spe·cial·ized, spe·cial·iz·ing, spe·cial·iz·es
1. To pursue a special activity, occupation, or field of study.
2. training programs. For example, persons high on the characteristics of training self-efficacy, achievement motivation, flexibility, and self-esteem should exhibit high levels of training motivation and glean glean
v. gleaned, glean·ing, gleans
To gather grain left behind by reapers.
1. To gather (grain) left behind by reapers.
2. greater benefits from training and career development programs. Hence, the organization's time and effort might be best spent toward ensuring that persons entering such programs are likely to receive and embrace the full benefits of them. Likewise, persons high on such characteristics also would be desirable as potential new organization members and should provide the organization an attractive return on its investment for training dollars spent.
Second, from a process perspective of training, training self-efficacy might well serve as a mechanism through which training motivation could be subject to the external influence of trainers (Tannenbaum and Yukl, 1992). One's general state of motivation is at least partly a function of his or her self-perceived capacities to effectively execute action toward successful task performance (Bandura, 1986). Thus, trainers have the potential to influence the formation of trainees' efficacy perceptions via information and feedback provided concerning abilities and/or task strategies (Gist and Mitchell, 1992). A process view also suggests that training motivation is a dynamic construct, one that is subject to variation within the training context. Hence, trainers could influence trainees' self-efficacy perceptions during the training process via the types of attributions suggested for unsuccessful outcomes (Steiner et al., 1991). For example, attributing failure to an unstable unstable,
adj 1. not firm or fixed in one place; likely to move.
2. capable of undergoing spontaneous change. A nuclide in an unstable state is called
radioactive. An atom in an unstable state is called
excited. instead of a stable cause may encourag e improvement of the trainees' self-efficacy. By using such techniques, training motivation could be maintained or increased in the face of unsuccessful training attempts and thus facilitate further effort toward the learning and mastery of new skills being trained.
Additionally, trainers might utilize the verbal persuasion PERSUASION. The act of influencing by expostulation or request. While the persuasion is confined within those limits which leave the mind free, it may be used to induce another to make his will, or even to make it in his own favor; but if such persuasion should so far operate on the mind strategies suggested by Bandura (1986) and Gist and Mitchell (1992) to boost trainees' self-efficacy perceptions and resultant This article is about the resultant of polynomials. For the result of adding two or more vectors, see Parallelogram rule. For the technique in organ building, see Resultant (organ).
In mathematics, the resultant of two monic polynomials training motivation. Such persuasive techniques might be particularly useful when individuals' training self-efficacy perceptions are inaccurately low. Verbal persuasion might be used in such instances to correct the inaccurate perceptions, thus enabling or releasing greater potential training motivation and performance. Another manner in which inaccurately low training self-efficacy might be addressed is through the use of subgoals. The attainment of successively more challenging subgoals would likely stimulate greater effort in mastering new skills being trained through its gradual increase on perceived self-capability (i.e., training self-efficacy) (Carlson and Kacmar, 1994). Finally, models also often influence training self-efficacy perceptions. In combination with the other techniques listed above, the effective use of modeling can further enhance trainee training self-efficacy perceptions and, accordingly, affect greater potential levels of trainee motivation and performance.
(*.) The authors would like to thank Larry J. Williams and Anson Seers Seers is the plural of Seer
Seers may refer to:
Anderson, J. C., and B. W. Gerbing. 1988. "Structural equation modeling in practice: A review and recommended two-step approach." Psychological Bulletin 103: 411-423.
Baldwin, T. T. and J. K. Ford. 1988. "Transfer of training: A review and directions for future research." Personnel Psychology 41: 6-105.
Bandura, A. 1982. "Self-efficacy mechanism in human agency." American Psychologist The American Psychologist is the official journal of the American Psychological Association. It contains archival documents and articles covering current issues in psychology, the science and practice of psychology, and psychology's contribution to public policy. 37: 122-147.
_______. 1986. Social foundations of thought and action. Englewood Cliffs, NJ: Prentice-Hall.
Barrick, M. R. and M. K. Mount. 1991. "The big five personality dimensions and job performance: A meta-analysis." Personnel Psychology 44: 1-26.
Baumgartel, H., M. Reynolds and R. Pathan. 1984. "How personality and organizational-climate variables moderate the effectiveness of management development programs: A review and some recent research findings." Management and Labor Studies 9: 1-16.
Bender, P. M. and D. G. Bonett. 1980. "Significance tests and goodness of fit Goodness of fit means how well a statistical model fits a set of observations. Measures of goodness of fit typically summarize the discrepancy between observed values and the values expected under the model in question. Such measures can be used in statistical hypothesis testing, e. in the analysis of covariance Covariance
A measure of the degree to which returns on two risky assets move in tandem. A positive covariance means that asset returns move together. A negative covariance means returns vary inversely. structures." Psychological Bulletin 88: 588-606.
Blanchard P.N. and J.W. Thacker. 1999. Effective training: Systems, strategies, and practices. Upper Saddle River Saddle River may refer to:
Brockner, J. 1988. Self-Esteem at work: Research, theory, and practice. Lexington, MA: Lexington Books.
_______, A.M. Gardner, J. Bierman, T. Mahan, B. Thomas, W. Weiss, L. Winters, and A. Mitchell. 1983. "The role of self-esteem and self-consciousness in the Wortman-Brehm model of reactance and learned helplessness learned helplessness
In psychology, a mental state in which a laboratory subject forced to bear aversive stimuli becomes unable or unwilling to avoid subsequent applications, even if they are “escapable,” presumably through having learned that situational ." Journal of Personality and Social Psychology The Journal of Personality and Social Psychology (often referred to as JPSP) is a monthly psychology journal of the American Psychological Association. It is considered one of the top journals in the fields of social and personality psychology. 45: 199-209.
Carlson, D. S. and K. M. Kacmar. 1994. "Learned helplessness as a predictor of employee outcomes: An applied model." Human Resource Management Review 4: 235-256.
Colquitt, J.A., J.R. LePine and R.A. Noe. 1998. "Trainee attributes and attitudes revisited: A meta-analysis of research on training motivation." Paper presented at the Annual Academy of Management Meetings, San Diego San Diego (săn dēā`gō), city (1990 pop. 1,110,549), seat of San Diego co., S Calif., on San Diego Bay; inc. 1850. San Diego includes the unincorporated communities of La Jolla and Spring Valley. Coronado is across the bay. , CA.
Eagly, A. H. 1967. "Involvement as a determinant of response to favorable fa·vor·a·ble
1. Advantageous; helpful: favorable winds.
2. Encouraging; propitious: a favorable diagnosis.
3. and unfavorable information." Journal of Personality and Social Psychology 7: 643.
Facteau, J. D., G. H. Dobbins, J. E. Russell, R. T. Ladd, and J. D. Kudisch. 1995. "The influence of general perceptions of the training environment on pretraining motivation and perceived training transfer." Journal of Management 21: 1-25.
Ford, J.K., S.W. Kozlowski, K. Kraiger, E. Salas, and M.S. Teachout. 1997. Improving training effectiveness in work organizations. Mawheh, NJ: Lawrence Erlbaum Associates.
Ford, J. K. and R. A. Noe. 1987. "Self-assessed training needs: The effects of attitudes toward training, managerial level, and function." Personnel Psychology 40: 39-53.
Gist, M. E. and T. R. Mitchell. 1992. "Self-efficacy: A theoretical analysis of its determinants and malleability malleability, property of a metal describing the ease with which it can be hammered, forged, pressed, or rolled into thin sheets. Metals vary in this respect; pure gold is the most malleable. Silver, copper, aluminum, lead, tin, zinc, and iron are also very malleable. ." Academy of Management Review 17: 183-211.
Jackson, D. 1974. Personality Research Form Manual. Port Huron Port Huron (hyr`ən), city (1990 pop. 33,694), seat of St. Clair co., S Mich., a natural, deepwater port of entry at the junction of the St. Clair River with Lake Huron; inc. 1857. , MI: Research Psychologist psy·chol·o·gist
A person trained and educated to perform psychological research, testing, and therapy.
James, L. R., S. S. Muliak and J. M. Brett. 1982. "Mediators, moderators, and tests for mediation mediation, in law, type of intervention in which the disputing parties accept the offer of a third party to recommend a solution for their controversy. Mediation has long been a part of international law, frequently involving the use of an international commission, ." Journal of Applied Psychology Journal of Applied Psychology is a publication of the APA. It has a high impact factor for its field. It typically publishes high quality empirical papers.
www.apa. 69: 307-321.
Jones, G. R. 1986. "Socialization socialization /so·cial·iza·tion/ (so?shal-i-za´shun) the process by which society integrates the individual and the individual learns to behave in socially acceptable ways.
n. tactics, self-efficacy, and newcomers' adjustments to organizations." Academy of Management Journal 29: 262-279.
Joreskog, K. G. and D. Sorbom. 1993. LISREL 8: Structural equation modeling with the SIMPLIS command language. Chicago, IL: SPSSX Inc.
Karl, K. A., A. M. O'Leary-Kelly, and J. J. Martocchio. 1993. "The impact of feedback and self-efficacy on performance in training." Journal of Organizational Behavior 14: 379-394.
London, M. 1989. Managing the training enterprise. San Francisco San Francisco (săn frănsĭs`kō), city (1990 pop. 723,959), coextensive with San Francisco co., W Calif., on the tip of a peninsula between the Pacific Ocean and San Francisco Bay, which are connected by the strait known as the Golden , CA: Josey-Bass.
Mathieu, J. E., S. I. Tannenbaum and E. Salas. 1992. "Influences of individual and situational characteristics on measures of training effectiveness." Academy of Management Journal 35: 828-847.
_______ and J.W. Martineau. 1997. "Individual and situational influences on training motivation." In Improving training effectiveness in work organizations. Eds. J.K. Ford, S.W. Kozlowski, K. Kraiger, E. Salas, and M.S. Teachout. Mahweh, NJ: Lawrence Erlbaum Associates. pp. 193-221.
Meresko, R., M. Rubin, F. C. Shintz, and W. R. Morrow mor·row
1. The following day: resolved to set out on the morrow.
2. The time immediately subsequent to a particular event.
3. Archaic The morning. . 1954. "Rigidity rigidity /ri·gid·i·ty/ (ri-jid´i-te) inflexibility or stiffness.
clasp-knife rigidity of attitudes regarding personal habits and its ideological correlates." Journal of Abnormal and Social Psychology 49: 89-93.
Noe, R. A. 1986. "Trainees' attributes and attitudes: Neglected influences on training effectiveness," Academy of Management Review 11: 736-749.
_______. 1999. Employee Training and Development. Boston, MA: McGraw-Hill.
_______ and J. K. Ford. 1992. "Emerging issues and new directions for training research." In Research in personnel and human resources The fancy word for "people." The human resources department within an organization, years ago known as the "personnel department," manages the administrative aspects of the employees. management. Ed. G. R. Ferris. Greenwich, CT: JAI JAI Java Advanced Imaging
JAI Justice et Affaires Interiéures (French: Justice and Home Affairs)
JAI Journal of ASTM International
JAI Just An Idea
JAI Jazz Alliance International
JAI Joint Africa Institute Press. pp. 345-384.
_______ and S. L. Wilk. 1993. "Investigation of the factors that influence employees' participation in development activities." Journal of Applied Psychology 78: 291-302.
Porter, L., R. M. Steers, R. T. Mowday, and P. V. Boulian. 1974. "Organizational commitment, job satisfaction, and turnover among psychiatric psy·chi·at·ric
Of or relating to psychiatry.
psychiatric adjective Pertaining to psychiatry, mental disorders technicians." Journal of Applied Psychology 59: 603-609.
Steers, R. M. and D. G. Spencer. 1977. "The role of achievement motivation in job design." Journal of Applied Psychology 62: 472-479.
Steiner, D. D., G. H. Dobbins and W. A. Trahan. 1991. "The trainer-trainee interaction: An attributional model of training." Journal of Organizational Behavior 112: 271-286.
Stone, D. L., B. Kemmerer and H. G. Guetal. 1984. "Relationship between rigidity, self-esteem, and attitudes about computer-based information systems." Psychological Reports 55: 991-998.
Tannenbaum, S., J. Mathieu, E. Salas, and J. Cannon-Bowers. 1991. "Meeting trainees' expectations: The influence of training fulfillment ful·fill also ful·fil
tr.v. ful·filled, ful·fill·ing, ful·fills also ful·fils
1. To bring into actuality; effect: fulfilled their promises.
2. on the development of commitment, self-efficacy, and motivation." Journal of Applied Psychology 76: 759-769.
Tannenbaum, S. I. and G. Yukl. 1992. "Training and development in work organizations." In Annual review of psychology. Eds. P. R. Rozenzwig and L. W. Porter. Palo Alto Palo Alto, city, California
Palo Alto (păl`ō ăl`tō), city (1990 pop. 55,900), Santa Clara co., W Calif.; inc. 1894. Although primarily residential, Palo Alto has aerospace, electronics, and advanced research industries. , CA: Annual Reviews, Inc. pp. 399-441.
Thijssen, J. 1992. "A model for adult training in flexible organizations." Journal of European Industrial Training 16: 5-15.
Williams, T. C. 1990. The effects of trainee attributes on rater rat·er
1. One that rates, especially one that establishes a rating.
2. One having an indicated rank or rating. Often used in combination: a third-rater; a first-rater. training effectiveness and the relationship between manager-supervisor rating error. Unpublished doctoral dissertation dis·ser·ta·tion
A lengthy, formal treatise, especially one written by a candidate for the doctoral degree at a university; a thesis.
1. . North Carolina State University History
Zeffane, R. 1994. "Patterns of organizational commitment and perceived management style: A comparison of public and private sector employees." Human Relations human relations npl → relaciones fpl humanas 47: 977-1010.