Sales Performance Appraisal
Sales Performance Appraisal
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                                                                 EJM
                                                                 41,5/6                                  Impression management tactics
                                                                                                         and affective context: influence
                                                                                                         on sales performance appraisal
                                                                 624
                                                                                                               Belén Bande Vilela and José Antonio Varela González
                                                                                                                        University of Santiago de Compostela, Lugo, Spain
                                                                 Received June 2005
                                                                 Accepted April 2006                                                      Pilar Fernández Ferrı́n
                                                                                                                     Universidad del Paı́s Vasco, Vitoria-Gasteiz, Spain, and
                                                                                                                                         Mª̄ Luisa del Rı́o Araújo
                                                                                                                        University of Santiago de Compostela, Lugo, Spain
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                                                                                                      Abstract
                                                                                                      Purpose – Despite the recognition that the subordinate’s influence is a particularly noteworthy
                                                                                                      feature of the social context with considerable potential to affect the performance evaluation process,
                                                                                                      there are almost no studies that consider this influence in a selling context. Attempting to contribute to
                                                                                                      address these needs, the model presented here depicts a number of social and situational factors
                                                                                                      influencing supervisor’s rating of salesperson’s performance, primarily operating through affective
                                                                                                      processes.
                                                                                                      Design/methodology/approach – Data were collected from 122 salespeople and their immediate
                                                                                                      managers from 35 firms pertaining to nine different industries.
                                                                                                      Findings – SEM results indicated that supervisor-focused impression management was positively
                                                                                                      related to the supervisor’s liking of the salesperson. Consistent as well with prior research is the
                                                                                                      positive influence of supervisor’s affect towards salesperson on the supervisor’s ratings of sales
                                                                                                      performance, both directly and indirectly, through the effect on salesperson’s perceived interpersonal
                                                                                                      skills. Finally, a salesperson’s physical attractiveness demonstrated significant positive effects on
                                                                                                      performance ratings, through the influence on supervisor’s liking and salesperson’s interpersonal
                                                                                                      skills.
                                                                                                      Practical implications – These results have important managerial implications: sales managers
                                                                                                      should be aware that salespeople might be using impression management tactics and that the use of
                                                                                                      these behaviours might influence the way that they evaluate their employee’s performance. Managers
                                                                                                      should also remain vigilant to the potential bias based on physical appearance in hiring and
                                                                                                      supervising salespeople.
                                                                                                      Originality/value – This study contributes to the knowledge of the social and affective variables
                                                                                                      that influence the sales performance appraisal process, an area of research that is almost unexplored.
                                                                                                      Keywords Sales force, Performance appraisal, Interpersonal skills, Performance management
                                                                                                      Paper type Research paper
                                                                                                      Introduction
                                                                 European Journal of Marketing        Organisational research has highlighted the fact that human resource decisions are
                                                                 Vol. 41 No. 5/6, 2007
                                                                 pp. 624-639                          embedded in a complex and dynamic social context. Ferris and Judge (1991) pointed
                                                                 q Emerald Group Publishing Limited
                                                                 0309-0566
                                                                                                      out that in order to develop an informed understanding of decisions such as
                                                                 DOI 10.1108/03090560710737651        performance evaluation, promotions, and salary increases; we must embrace the
                                                                 dynamic aspects of the context, and realise that participants are active players in           Impression
                                                                 shaping reality and influencing.                                                             management
                                                                    Despite the considerable existing literature about the social context of the
                                                                 performance evaluation process in organisational settings, little is known about the
                                                                 situational, social and affective elements that participate in the salesperson
                                                                 performance appraisal. An issue of special concern is the role of the salesperson’s
                                                                 influence behaviours. Despite the recognition that the subordinate’s influence is a                 625
                                                                 particularly noteworthy feature of the social context, with considerable potential to
                                                                 affect the performance evaluation process, there are almost no studies that consider
                                                                 this influence in a selling context. The purpose of the present study is to address these
                                                                 needs by formulating and testing a model of the sales performance evaluation process
                                                                 which incorporates social, situational, affective elements and highlights the potential
                                                                 role of the salesperson’s influence. In addition to this, this research takes place in a
                                                                 geographically and culturally different area to the one used by most of previous
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                                                                 studies, what contributes to value the importance of the social and cultural context in
                                                                 the performance appraisal.
                                                                 Theoretical background
                                                                 Impression management tactics
                                                                 Impression management describes tactics that individuals use in order to influence the
                                                                 impression that others have of them (Jones and Pittman, 1982; Rosenfeld et al., 1995).
                                                                 Previous studies indicate that people often use impression management in order to
                                                                 land jobs (e.g. Ellis et al., 2002) and to achieve greater career success (e.g. Judge and
                                                                 Bretz, 1994). A great deal of this research has also focused on the ways in which such
                                                                 tactics may influence performance evaluations (e.g. Bolino and Turnley, 2003; Ferris
                                                                 et al., 1994; Wayne and Ferris, 1990; Wayne and Kacmar, 1991; Wayne and Liden,
                                                                 1995). Such investigations reveal that the use of impression-management tactics is
                                                                 often an important determinant of the performance ratings that an employee receives
                                                                 (Ferris et al., 1994; Wayne and Liden, 1995). Researchers have conceptualised
                                                                 impression management using different frameworks (e.g. Bozeman and Kacmar, 1997;
                                                                 Jones and Pittman, 1982); though the most widely used conceptualisation is the one
                                                                 introduced by Wayne and Ferris (1990). Wayne and Ferris (1990) proposed that
                                                                 individuals in organisations have a tendency to use impression-management strategies
                                                                 in ways that can be classified as either supervisor-focused, job-focused, or self-focused.
                                                                 In this study we consider the first two strategies, supervisor-focused and
                                                                 job-focused[1].
                                                                    Supervisor-focused tactics involve ingratiation behaviours and are designed to
                                                                 make employees seem more likeable. Such tactics include the use of flattery and
                                                                 other-enhancement. Thus, individuals who employ such tactics may praise their
                                                                 supervisors, compliment them, or agree with their ideas (Bolino et al., 2006).
                                                                 Supervisor-focused tactics might also involve favour-rendering behaviour, for
                                                                 example, employees using such tactics may offer to help out their supervisors and
                                                                 do personal favours for them. In a meta-analysis of social-psychological and
                                                                 organisational studies of ingratiation, Gordon (1996) found that ingratiation tactics
                                                                 generally have a positive effect on performance evaluations and on judgments of
                                                                 interpersonal attraction or likeability. A supervisor who feels liked and admired by a
                                                                 subordinate will be more attracted to that subordinate (Wayne and Ferris, 1990; Wayne
                                                                 EJM      and Liden, 1995). It is expected therefore that a salesperson’s use of supervisor-focused
                                                                 41,5/6   impression management behaviours will have a positive effect on his/her supervisor’s
                                                                          liking of the salesperson. Thus, we state hypothesis one as follows:
                                                                             H1. A salesperson’s use of supervisor-focused impression management
                                                                                 behaviours will have a positive effect on his or her supervisor’s liking of
                                                                                 the salesperson.
                                                                 626
                                                                          Job-focused tactics involve self-promotive behaviours and are designed to make
                                                                          employees appear more competent at their job. In particular, employees who engage in
                                                                          job-focused tactics tend to take responsibility for positive events (even when they are
                                                                          not exclusively responsible), tend to make negative events for which they are
                                                                          responsible seem less negative then they really are, and try to highlight their
                                                                          accomplishments (Bolino et al., 2006). While such behaviours are designed to make
                                                                          employees appear more competent, they often result in very negative outcomes. For
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                                                                          example, Wayne and Ferris (1990) found that the use of job-focused tactics was
                                                                          negatively related to supervisor ratings of performance. Similarly, Ferris et al. (1994)
                                                                          found that employees who used job-focused strategies of impression management were
                                                                          significantly less liked by their supervisors and received lower performance ratings
                                                                          from them. Therefore, we expect a similar consequence in a selling setting.
                                                                             H2. A salesperson’s use of work-focused impression management behaviours will
                                                                                 have a negative effect on his or her supervisor’s liking of the salesperson.
                                                                          Supervisor’s liking
                                                                          A literature review reveals that supervisors’ positive affective regard for subordinates
                                                                          is associated frequently with higher performance appraisal ratings, and with other
                                                                          findings such as greater halo, reduced accuracy, a better interpersonal relationship,
                                                                          and a disinclination to punish poor performance (Lefkowitz, 2000). DeNisi and
                                                                          Williams (1988) stated that affect influences the processing of performance
                                                                          information, and Isen and Baron (1991) shed light on this suggestion in their
                                                                 conceptualisation of positive affect and its role in organisational settings. They argued      Impression
                                                                 that positive affect facilitates the recall of information stored in memory that possesses    management
                                                                 a positive affective tone. Thus, positive affect toward a subordinate should result in a
                                                                 supervisor’s recalling more positive performance-related behaviours and evaluative
                                                                 impressions, which should lead to the supervisor’s rating the subordinate’s
                                                                 performance highly. Moreover, it is not an isolated effect. French and Raven (1959)
                                                                 described it as a form of reference power; while Tedeschi and Melburg (1984) pointed                 627
                                                                 out that “on a long term basis there are many potential gains for the liked person,
                                                                 including better communication, trust and ability to influence”. These statements
                                                                 suggest that liked can lead to biased performance ratings. Empirical support has been
                                                                 found for Liden and Mitchel proposition that affect plays a critical role in the type of
                                                                 exchange that develops between supervisor and subordinate (Ferris et al., 1994; Wayne
                                                                 and Ferris, 1990; Wayne and Liden, 1995). In the selling context, it has been empirically
                                                                 demonstrated that supervisors’ affect toward sales agents influences their performance
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                                                                 ratings evaluation (DeCarlo and Leigh, 1996; Strauss et al., 2001). Thus, we state
                                                                 hypothesis four as follows:
                                                                    H4. A supervisor’s affect towards the salesperson will positively influence the
                                                                        evaluation of the salesperson’s performance.
                                                                 Based on a cognitive information processing model (Feldman, 1981), we expect that
                                                                 manager’s liking of the salesperson will be positively associated with the manager’s
                                                                 perceptions of the salesperson’s interpersonal skills. Specifically, an individual will
                                                                 tend to categorise another person on the basis of a few interactions and then later recall
                                                                 information and evaluate the other person based on that categorisation. Thus, if a
                                                                 manager likes an employee or perceives the employee to be similar to him or herself,
                                                                 then the manager is likely to categorise information about that employee in a
                                                                 favourable manner and subsequently evaluate the employee’s interpersonal skills
                                                                 favourable (Wayne et al., 1997). Longitudinal research has not provided evidence for
                                                                 paths from interpersonal skills to liking, as results indicate that liking develop prior to
                                                                 judgments about performance or skills (Liden et al., 1993).
                                                                    H5. A supervisor’s liking of the salesperson will positively influence the
                                                                        salesperson’s perceived interpersonal abilities.
                                                                 Physical attractiveness
                                                                 Abundant research exists demonstrating that physical attractiveness has a significant
                                                                 effect on judgment and behaviour (Dion, 1972; Joseph, 1982; Solnick and Schweitzer,
                                                                 1999). In marketing, most of the attractiveness research has focused on spokespersons
                                                                 and models in advertisements. The results of much of this research are consistent with
                                                                 the notion that “what is beautiful is good” (Koernig and Page, 2002). Attractiveness
                                                                 research in interpersonal settings like personal selling is rare (McElroy and DeCarlo,
                                                                 1999), but researchers have found that is an aspect that positively influences sales
                                                                 performance (Ahearne et al., 1999; DeShields et al., 1996; Reingen and Kernan, 1993),
                                                                 impacting as well in causal attributions that supervisors make during the evaluation
                                                                 process (McElroy and DeCarlo, 1999). Attractive people are perceived as having better
                                                                 selling skills (Reingen et al., 1980; Ronkainen and Reingen, 1979) and are normally
                                                                 perceived in a more favourable manner than the others (Eagly et al., 1991; Reingen and
                                                                 Kernan, 1993). In relation to the relationship between liking and attractiveness, the
                                                                 EJM                  empirical evidence suggests that physical attractiveness is positively related to
                                                                 41,5/6               friendliness and liking (Ahearne et al., 1999; Joseph, 1982; Koernig and Page, 2002;
                                                                                      Kulka and Kessler, 1978) (Figure 1).
                                                                                         H6. The salesperson’s physical attractiveness perceived by the supervisor will
                                                                                             positively influence the salesperson’s perceived interpersonal skills.
                                                                 628                     H7. The salesperson’s physical attractiveness perceived by the supervisor will
                                                                                             positively influence the supervisor’s liking of the salesperson.
                                                                                      Methodology
                                                                                      Sample
                                                                                      Data were collected from sales supervisors and industrial salespeople working for
                                                                                      companies in Spain between May and November 2003. Relevant information regarding
                                                                                      the project was sent to the attention of the human resources director or sales manager
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                                                                                      at each firm. Companies that agreed to participate were guaranteed confidentiality and
                                                                                      were informed that, upon request, they would receive a summary of the research
                                                                                      findings. A total of 52 firms initially expressed an interest in participating in the study;
                                                                                      after some follow-up, 35 enterprises confirmed their participation. The most frequent
                                                                                      reasons provided for not participating in the study were: that the firm was undergoing
                                                                                      significant organisational change; that the organisation would have difficulty
                                                                                      distributing questionnaires to both subordinates and their supervisors as dictated by
                                                                                      the research design. The 35 companies that participated in the study represented a
                                                                                      variety of industries, including pharmaceuticals (30 per cent), insurance (14 per cent),
                                                                                      banking (14 per cent), and wholesaling (12.3 per cent).
                                                                                         The survey instrument employed in this study was developed in English and then
                                                                                      underwent a back-translation process. The items were first translated into Spanish and
                                                                                      then back translated into English. This translation procedure is consistent with the
                                                                                      framework established by Brislin (1986) in regards to the equivalence of language
                                                                                      translations. Once the translation process was completed, pilot tests were conducted to
                                                                                      ensure the accuracy of the survey translation. Pre-test of all the measurement items
                                                                                      was conducted in two different steps: firstly, several experts were asked to examine the
                                                                                      questionnaire in order to identify those items that might be confused or difficult to
                                                                 Figure 1.
                                                                 Hypothesised model
                                                                 answer; as well as any other problem concerning the survey; secondly, we conducted a         Impression
                                                                 test of content validity using supervisors and sales agents pertaining to three             management
                                                                 enterprises from different sectors (machinery, pharmaceutics and insurance).
                                                                    Questionnaires were mailed directly to a contact person in each company (e.g. the
                                                                 HR Director of Sales Director), who then distributed the questionnaires within the
                                                                 organisation. For each dyad, two envelopes were sent, one for the employee and one for
                                                                 the supervisor. Each of these envelopes contained: a cover letter with a brief                     629
                                                                 explanation of the research goals, a promise of confidentiality, and a description of the
                                                                 procedures for returning the survey; a questionnaire; and a stamped, pre-address
                                                                 envelope in which the surveys could be returned directly to the researchers. In order to
                                                                 match supervisor and employee responses, a code number was placed on each
                                                                 questionnaire.
                                                                    A total of 240 pairs of questionnaires were distributed. The number of surveys sent
                                                                 to each company was based on the input of the HR Director/Sales Director; therefore, a
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                                                                 Measures
                                                                 Supervisor’s liking
                                                                 Supervisor’s liking of the subordinate was measured with a three-item measure
                                                                 developed by Wayne and Liden (1995). Cronbach’s alpha for the scale was 0.91.
                                                                 Performance ratings
                                                                 Employee performance was measured with five items based on the measure developed
                                                                 by Wayne and Liden (1995). Supervisors were asked to rate each employee’s overall
                                                                 work performance using a seven-point scale. We combined ratings across the five
                                                                 items to create the measure. Cronbach’s alpha for the scale was 0.95.
                                                                 Physical attractiveness
                                                                 The salesperson’s attractiveness perceived by the supervisor was measured with a
                                                                 three-items scale based on the measured developed by Ahearne et al. (1999). Cronbach’s
                                                                 alpha for the scale was 0.86.
                                                                 EJM      Impression-management tactics
                                                                 41,5/6   Previous research on impression management has typically used some variation of the
                                                                          impression-management scale developed by Wayne and Ferris (1990) (e.g. Dulebohn
                                                                          and Ferris, 1999; Wayne and Liden, 1995; Ferris et al., 1994). Therefore, we used their
                                                                          measure here to assess two types of impression-management tactics used by
                                                                          employees: supervisor-focused tactics and work-focused tactics. Salespeople were
                                                                 630      asked to indicate the extent to which they used these tactics using a seven-point scale
                                                                          ranging from (1) never to (7) always. The supervisor-focused impression-management
                                                                          scale consisted of five items. Cronbach’s alpha for this scale was 0.83. The job-focused
                                                                          impression-management scale consisted of eight items. Cronbach’s alpha for this scale
                                                                          was 0.87.
                                                                          Results
                                                                          Before testing the proposed model, we performed a CFA[2] using AMOS software.
                                                                          Table I presents the standardised solution of this CFA, where all the indicators loaded
                                                                          significantly ( p , 0.001) and substantially (factor loadings greater than 0.5) on their
                                                                          respective constructs, what demonstrates the existence of convergent validity
                                                                          (X2/d:f: ¼ 1:49; GFI ¼ 0:81; CFI ¼ 0:91; RMSEA ¼ 0:07; TLI ¼ 0:90). For the analysis
                                                                          of the discriminant validity of the constructs we calculated the confidence intervals for
                                                                          the correlations between pairs of constructs. As none of these intervals included the
                                                                          value one, discriminant validity between constructs was assumed.
                                                                              Structural equation modelling (SEM) was used to test the hypothesised
                                                                          relationships among impression management tactics, physical attractiveness,
                                                                          perceived interpersonal abilities, supervisor liking, and supervisor ratings of sales
                                                                          agent’s performance. SEM is useful here because it allows for several hypothesised
                                                                          relationships to be tested simultaneously, provides an indication of the fit between the
                                                                          hypothesised model and the actual data and allows for the evaluation of alternative
                                                                          models. Given the number of variables in our model and the relatively small sample
                                                                          size here (n ¼ 122), however, we were unable to meet the minimum recommended
                                                                          sample size necessary to conduct our tests at the latent-variable level. Therefore, the
                                                                          analyses reported here were conducted at the manifest-variable level (i.e. using
                                                                          observed variables). The maximum likelihood structural estimates of the hypothesised
                                                                          model are presented in Figure 2. The model fits the data very well (x2 ¼ 3:12; d:f: ¼ 8;
                                                                          x2 =df ¼ 0:93; RMSEA ¼ 0:00; GFI ¼ 0:99; AGFI ¼ 0:97; TLI ¼ 1:07; CFI ¼ 1:00).
                                                                          The R 2 for the ratings of the subordinate’s performance was 0.42; for liking was 0.19;
                                                                          and for perceived interpersonal skills was 0.36.
                                                                              As depicted here, six of the seven predicted links were statistically significant
                                                                          (Figure 2). Specifically, findings supported H1: the parameter estimate for the
                                                                          relationship between supervisor-focused tactics and liking was significant. However,
                                                                          H2 was not supported; work-focused tactics were not significantly related to
                                                                          supervisor liking. The significant parameter estimate for the relationship between
                                                                          liking and performance rating and between liking and perceived interpersonal skills
                                                                                                                                                                                  Impression
                                                                                                                                                         Stand.      Critical
                                                                 Latent variable   Items                                                                estimates   ratios (t)   management
                                                                 Liking            1. I like him/her very much as a person                                0.873      19.065
                                                                                   2. I think he/she would make a good friend                             0.911      30.333
                                                                                   3. We like each other very much                                        0.814      15.666
                                                                 Physical          1. He/she has an attractive appearance                                 0.980       5.291                   631
                                                                 attractiveness    2. Generally speaking, he/she would be considered having an
                                                                                   attractive appearance                                                  0.791      10.236
                                                                                   3. He/she is very handsome                                             0.760      10.444
                                                                 Supervisor-       1. Do personal favours for my supervisor                               0.794      15.88
                                                                 focused tactics   2. Take an interest in my immediate supervisor’s personal
                                                                                   life                                                                   0.794      14.25
                                                                                   3. Praise my immediate supervisor on his/her
                                                                                   accomplishments                                                        0.510       6.773
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632
                                                                 Figure 2.
                                                                 Structural estimates of
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causal model
                                                                                           indicated support for H4 and H5. For the relationship between perceived interpersonal
                                                                                           skills and performance evaluation, the parameter estimate was positive and
                                                                                           significant, providing support for H3. Finally, physical attractiveness exerted a
                                                                                           significant effect on liking and on perceived interpersonal skills, giving support to H6
                                                                                           and H7.
                                                                                               Considering that the influence of physical attractiveness on performance appraisal
                                                                                           might be as well a direct one (Ahearne et al., 1999; McElroy and DeCarlo, 1999), we
                                                                                           tested an alternative model adding this link to the original one. In the resulting model,
                                                                                           the link was not significant and the fit indexes had lower values than those for the
                                                                                           hypothesised model. Accordingly, these data suggest that the influence of physical
                                                                                           attractiveness on the sales person’s performance appraisal is mediated by supervisor’s
                                                                                           liking of the subordinate.
                                                                                               Concerning a possible direct effect of impression management tactics on sales
                                                                                           performance rating, modification indexes did not recommend the introduction of this
                                                                                           direct link. This result supports the idea that the effect of impression management
                                                                                           behaviours on sales performance appraisal is not a direct but an indirect one, through
                                                                                           the impact of these tactics on the supervisors’ liking of the salesperson.
                                                                 tactics affect other types of human resources decisions besides the sales performance
                                                                 evaluation process, as promotion or training decisions. In addition to this, there are
                                                                 other social and contextual variables that have been addressed by the organisational
                                                                 literature and that might be interesting to analyse by the sales literature, as for
                                                                 instance the perceived similarity between the supervisor and the sales agent or the
                                                                 supervisor’s opportunity to observe the sales agent’s job performance (Wayne and
                                                                 Liden, 1995). It would be useful as well to examine these relationships using more
                                                                 diverse samples of sales agents, what will yield findings that are more generalised to
                                                                 different countries and cultures.
                                                                 Notes
                                                                  1. Previous similar research in organisational settings either did not consider self-tactics
                                                                     (Wayne and Liden, 1995) or did not find a significant relationship between liking and this
                                                                     impression management behaviour (Wayne and Ferris, 1990).
                                                                  2. The CFA was estimated following the criterion of maximum likelihood. In order to avoid
                                                                     problems due to possible non-fulfilment of the conditions of multivariate normality, the
                                                                     bootstrapping technique was used.
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