The International Joumal of Human Resource Management 10:1 Feb 1999 54-7} The impact of on-site mentoring on expatriate socialization: a structural equation modelling approach Daniel C. Feldman and Mark C. Bolino Abstract While the literature on expatriate adjustment has focused on the importance of back-home mentors and their instrumentality for future career advancement, this research explores the importance of on-site mentors for the effective socialization of expatriates into their current overseas assignments. Using a sample of 179 expatriates located in nineteen countries, this paper presents a structural equation model illustrating the relationships among mentoring received, expatriate socialization and socialization outcomes. Amount of mentoring received positively impacts on expatriate socialization, which in tum positively influences job attitudes, intention to finish the expatriate assignment and expatriate understanding of global business issues. Using Hofstede's typology of national cultures, this research also suggests that the intemational context of the overseas assignment affects how much on-site mentoring expatriates receive. Specifically, expatriates are more likely to receive mentoring in small pmwer distance, weak uncertainty avoidance and individualistic cultures. Keywords Expatriates, expatriate adjustment, mentoring, socialization Mentors are individuals who support, guide and counsel tess experienced colleagues in order to facilitate their career development (Krani. 1985). There are four key ways mentors can help their proteges: (1) by providing them witb task assistance. (2) by providing them with social support, (3) by providing them witb career advice, and (4) by serving as role models for them (Turban and Dougherty, 1994; Whitely et al., 1991). Over tbe past decade, the research on expatriates has stressed the value of having mentors 'back home' as well as on-site. In tenns of the research on 'back-home' mentors, the focus has largely been on mentors' instrumentality in finding repatriates appropriate job assignments upon their return (Napier and Peterson., 1991). For example, Harris (1989) and Harvey (1989) comment upon the 'brownout' which often occurs when repatriates are put in holding patterns when they return from overseas without permanent new assignments. Similarly. Feldman and hi.s colleagues have found that mentoring is critical for repatriates to keep them on the fast track in terms of subsequent career advancement (Feldman, 1991; Feldman and Thomas, 1992; Feldman and Tompson, 1993). In general, the perspective taken in this research stream suggests that 'back-home' mentors are most critical for helping repatriates adjust to the internal changes in corporate culture which have occuned wbile they were overseas. However, this research stream also suggests that, for repatriates who have been overseas a long time, mentors can also Daniel C. Feldman and Mark C. Bolino, University of South Carolina. College of Business Administration. Columbia. South Carolina 29208, USA. Tel.: 803 777 5971. Fax.: 803 777 6876. E-mail: [email protected] Copyright © Routledge 1999 0958-5192 Feldman & Bolino: The impact of on-site mentoring 55 be belpful in assisting them during their 're-entry shock' to their own cultures (Zeira and Banai, 1987). In terms of the research on 'on-site' mentors, the focus has been largely on their role in the socialization process (Oddou, 1991; Tung, 1988). For example, several researchers have presented data indicating that on-site mentoring is highly related to fast learning of new jobs, better adjustment to new work groups and greater cotnmitment to new organizational units (Allen and Meyer, 1990; Baker, 1995; Nelson and Quick, 1991). Black and his colleagues suggest that mentors not only play an important part in helping expatriates leam tbeir new organizational roles, but are also critical in helping them adjust to new national cultures as well (Black, 1992; Black and Gregersen, 1991; Black et al., 1991). Thus, 'on-site' mentors are equally important in helping expatriates get socialized into their new jobs and adjusted to new national cultures. While the importance of mentors in expatriate adjustment has frequently been discussed, there are still several gaps in our knowledge about mentoring in an international context. The present study, then, has four goals. The first goal of the paper is to examine more fully how the intemational context of the expatriate assignment influences how much on-site mentoring expatriates receive. In an intemational context, tbe host-country culture may be much more critical, since newcomers are less likely to receive mentoring to Ihe extent tbey are dissimilar from potential mentors (Jackson et al., 1993). That is, potential mentors may be reluctant to establish developmental relationships with proteges from cultures different from their own. Using Hofstede's (1980) national culture framework, then, we examine the extent to which expatriates are likely to receive mentoring within the host country. More specifically, we investigate how Hofstede's four dimensions of national culture (power distance, uncertainty avoidance, individualism-collectivism, and masculinityfemininity) impact on the amount of informal mentoring received. The second goal of tbe paper is to examine how the amount of on-site mentoring received influences expatriate socialization. Here we illustrate how four different types of mentoring (task assistance, career assistance, psycho-social support and role modelling) influence how quickly expatriates both leam their new jobs and adju.st to their new work groups. In this section of the paper, multiple types of mentoring (Turban and Dougherty, 1994) are empirically linked to multiple dimensions of socialization (Feldman, 1981). The third goal ofthe paper is to examine the impact of expatriate socialization on job attitudes and job behaviours. In particular, we document the links between expatriate socialization and expatriates' job satisfaction, intention to finish their overseas assignments and understanding of global business issues. While the literature on 'backhome' mentors has used as its criterion variables career advancement after the expatriate assignment has ended, here we focus on the potential positive outcomes for expatriates and their employers during the expatriate assignment. The fourth, and final, goal of the paper is to use a structural equation mode! to illustrate formally the relationships among host-country culture, amount of mentoring received, expatriate socialization and socialization outcomes. The use of structural equation modelling here allows the investigation of several hypothesized relationships simultaneously and mitigates against chance findings of significance due to measurement error. Furthermore, while structural equation models do not provide proof of causality, they do peniiit stronger conclusions about tbe plausibility of lhe specified causal model presented (Hayduk, 1987; Joreskog and Sorbom, 1989). When coupled with a sample of expatriates from nineteen countries, this methodology should provide 56 The Intemational Joumal of Human Resource Management stronger, more generalizable results about the antecedents and consequences of on-site mentoring for expatriate assignments. Theory The basic theoretical model to be tested in this research appears in Figure 1. It proposes that expatriates working in countries with small power distance, collectivist. weak uncertainty avoidance and feminine cultures (Hofstede. 1980) will be more likely to receive informal mentoring on their expatriate assignments. In addition, it hypothesizes that the more on-site mentoring expatriates receive fin terms of task assistance, career guidance, psycho-social support and role modelling), the more likely that they will be successfully integrated into their new work groups and successfully leam their new jobs. Finally, the model suggests that this expatriate socialization will be positively related to three outcome variables: job satisfaction, intent to finish the expatriate assignment and increased knowledge of intemational business. The five formal hypotheses and their rationales are discussed in more detail below. Host-country culture and mentoring Hofstede (1980) describes national cultures along four dimensions. These four dimensions are power distance (large-small); individualism-collectivism; uncertainty avoidance (strong-weak); and masculinity-femininity. Power distance is the extent to which a society naturally accepts the unequal distribution of power in its institutions. In large power distance countries, superiors are inaccessible and considered unapproachable by subordinates. Conversely, in small power distance countries, superiors and subordinates view themselves as similar, and those in power are encouraged to minimize the gap between themselves and their subordinates. Because the menlor-protege dyad is typically comprised of two individuals of unequal power, we would expect that small power distance countries would be more likely to provide a conducive environment for mentoring relationships to develop. Individualism-collectivism is the extent to which members of a culture emphasize individual initiative and achievement- In collectivist cultures, society stresses the Importance of extended families or 'clans' and protects members in excbange for loyalty. In contrast, individualistic societies believe that individuals are supposed to take Ciu'e of tbem.selves and to take personal responsibility for their own affairs. Though many companies in the United States (a highly individualistic country) establish formal mentoring programmes, it is unclear whether individualistic cultures are necessarily more conducive to informal mentoring. Because collectivist cultures are generally seen as more nurturing of others, we would expect that expatriates would be more likely to receive informal mentoring in collectivist societies than in individualistic ones. Unceriainty avoidance is the e.stent to which members of a society feel threatened by ambiguous situations. In strong uncertainty avoidance countries, there are more written rules and regulations designed to minimize uncertainty, older people are more distrustful of younger people and conflict is avoided whenever possible. In weak uncertainty avoidance cultures, in contrast, people in positions of authority are viewed as having a major responsibility to serve the citizens. Also in weak uncertainty avoidance cultures, there is more acceptance of dissent and greater tolerance of deviance. Because older individuals in weak uncertainty avoidance cultures exhibit more positive feelings towards younger people and feel more responsible for helping them, we propose that such cultures will be more facilitative of mentoring. Feldman & BoUno: The impact of on-site mentoring TO FINI X lU I •«t LI: < LL i U-1 \ / ^ RIATE LIZATl z o < • < a. X Cl. 3 D UJ to 5« • i L H Z LU 2 zO < related 1 MENT RING o (HI) j EXPA' tJATE Z on j = o >E P E — ;•: V ^* w n V o o in CO u) U 0. a; • i L V u P y avoi o a: •a distance Z) ^.1 '5 Smal • CJolle ctiv ISO t: Z JJ E D S ( f l EJ o O 3 . u D. M 'e X • P < LU z a on >< O 1 KNO INTE 1 BUSl z < UJ O Q < ^ ce O ^ Lc • 57 58 The Intemational Joumal of Human Resource Management Finally, masculinity-femininity refers to lhe extent that assertiveness and the acquisition of material possessions are valued over caring for others. In masculine countries, independence is valued, performance is what counts and material success is greatly admired. On the other hand, in feminine cultures, individuals are much more aware of their interdependence with othei^. people value community service and individuals sympathize more with those who are less fortunate. Thus, we would hypothesize that feminine cultures would be more supportive of mentoring relationships than masculine cultures. HI: The host-country culture will affect the amount of mentoring that expatriates receive during their overseas assignments. Specifically, expatriates will receive more on-site mentoring in: (a) small power distance cultures, (b) collectivist cultures, (c) weak uncertainty avoidance cultures, and (d) feminine cultures. Mentoring and expatriate socialization The research on mentoring suggests that there are multiple ways in which senior workgroup members and supervisors can mentor newcomers (Dreher and Ash, 1990; Kram, 1985). Senior members can provide task assistance and coaching, give useful career advice, provide social support and counselling and/or serve as good role models for junior members to emulate. There are several reasons why mentoring should have a positive impact on expatriate socialization (namely, the extent to which newcomers are transformed from outsiders to participating, effective organizational members [Feldman, 1976]). First, mentoring helps newcomers reduce uncertainty about the new environment, which in turn helps them leam their jobs more quickly (Ostroff and Kozlowski, 1993). Second, mentoring helps newcomers get assimilated into the organization's culture and feel more comfortable with the work group (Heimann and Pittenger, 1996; Morrison, 1993). Third, mentoring provides newcomers with useful advice about avoiding political pitfalls in managing their careers (Chao et at., 1992). Finally, spending more time with a mentor in the first year on the job is positively associated with acceptance of the firm's values and perceived person-organization fit (Chatman, 1991). For all these reasons, then, we would expect on-site mentoring during expatriate assignments to be positively related to expatriate socialization. H2: On-site mentoring will be positively related to expatriate socialization. Expatriate socialization and socialization outcomes Just a.s there are multiple dimensions of mentoring, so, too, are there multiple components of socialization. The two which have received the most attention are socialization to the group and socialization to the task (Chao el al., 1994; Feldman, 1976; Van Maanen and Schein, 1979). Socialization to the group refers to how comfortable newcomers are with their co-workers, supervisors and group norms, while socialization to the task refers to how well newcomers have learned their job duties, organizational procedures and work responsibilities. There are several reasons why expatriates may have more trouble becoming socialized into overseas assignments. First, Schein's (1971) work on career transitions suggests expatriates may have more difficulty crossing the 'inclusionary boundary' in organizations because host-country nationals may be less willing to trust and be open to members of other cultures. Second, Louis's (1980) work on organizational entry Feldman & Bolino: The impact of on-site mentoring 59 suggests that expatriates might find more dramatic changes, contrasts and surprises in international moves and have fewer colleagues with whom to discuss and interpret them. Third, Nicholson and West's (1989) work on career transitions makes salient the point that expatriates' 'encounters' with new assignments and cultures may be particularly disruptive in the short run. Finally, Jackson et aL's (1993) work on socialization amid diversity suggests that newcomers who are dissimilar from members of the existing work group may be much less hkely to receive the types of mentoring described above. However, to the extent that expatriates do become successfully socialized, there are a variety of positive outcomes which might accrue both to expatriates personally and to their employers (Guzzo, 1996). The three which are focused on here are job satisfaction, intent to finish the expatriate assignment and increased understanding of intemational business issues. Previous research on expatriate adjustment suggests that expatriates who are successfully socialized on their overseas assignments are much more likely to be satisfied with their jobs and to see them through to their completion (Black, 1992; Mendenhall and Oddou, 1985). Moreover, the successful socialization of expatriates is positively related to their gaining a fuller understanding and appreciation of the difficulties and challenges of conducting business in a global marketplace (Feldman and Tompson, 1993). H3: H4: H5: Expatriate socialization will be positively related to job satisfaction. Expatriate socialization will be positively related to intention to finish the expatriate assignment. Expatriate socialization will be positively related to increased understanding of intemational business issues. Method Sample The participants in the study were all expatriates currently working outside their home country for a Fortune 100 multinational corporation in the technology industry. Four hundred and ninety surveys were mailed to expatriates; one hundred and seventy-nine surveys were returned, for a response rate of 37 per cent. This rate compares favourably to those in other studies of expatriates (cf. Black, 1992). The sample was 85 per cent male and 15 per cent female. Three-quarters of the sample were between 30 and 49 years of age. Seventy-five per cent of the sample was married. The participants in the study had been on their expatriate assignments an average of one-and-a-half years and had worked for this multinational corporation an average of eleven years. The expatriates worked in a variety of functional areas, but were concentrated in the areas of engineering/R&D (52 per cent), marketing (31 per cent) and finance (10 per cent). The participants in this research had expatriate assignments located in nineteen different countries. The assignment countries were: Australia, Belgium, Canada, France, Germany, Great Britain, Hong Kong, Hungary, Ireland, Italy, Japan, Korea, Mexico, Netherlands, Singapore, Spain, Switzerland, Venezuela and the United States. Fifty per cent of the expatriates were assigned to the United States (where the firm is headquartered). These inpatriates were mainly from Pacific Rim (e.g. Japan, Singapore, etc.) and Westem European (e.g. Italy, Germany, Spain, etc.) countries; the other half of the sample was split evenly between Pacific Rim and Westem European countries. All participants in the study were fiuent in English. 60 The Intemational Joumal of Human Resource Management Measures Host-country culture The measures for host-country culture were taken from Hofstede (1980). As noted earlier, Hofstede (1980) found thai country cultures differ along four dimensions: power distance (large-small); individualism-collectivism; uncertainty avoidance (strong-weak); and masculinity-femininity. High scores indicate a large power distance, individualism, stiong uncertainty avoidance and masculinity. Hofstede developed these ordinal scales by collecting data from over 88,000 employees working in over forty countries on two separate occasions between 1967 and 1973. Based on a standardized factor analysis of questionnaire items exhibiting acceptable reliability, ordinal scales were developed for each country on each of the four dimensions. Country scores were indexed to range from just above 0 to 100 on each of the four dimensions. As in previous research using Hofstede's scale (cf. Kogut and Singh, 1988; Shane, 1994), a value from Hofstede's scale was assigned for each of the four dimensions for the particular country in which the expatriate was working. Because our first hypothesis predicts that small (rather than large) power distance, collectivism (rather than individualism), weak (rather than strong) uncertainty avoidance and femininity (rather than masculinity) would be positively related to expatriate mentoring, note that these indices are reverse scored here. Mentoring The corporation where the study was conducted did not have a formal mentoring programme. In this study, then, we focused on informal mentoring. Mentoring received on the expatriate assignment was measured with Dreher and Ash's (1990) eighteen-item scale. Dreher and Ash's instmment taps four different types of mentoring: task-related assistance, career guidance, psycho-social support and serving as a role model (Turban and Dougherty, 1994). Participants were asked to indicate the extent to which they had a mentor in tbe host country who provided them with the.se four different types of mentoring support. All mentoring items were measured on five-point Likert scales tapping ihe extent to which mentors provided expatriates these various types of support, ranging from (1) "None at air to (5) 'To a very large extent'. Task-assistance mentoring is a five-item scale (alpha=.92). A sample item from this scale is: 'Helps you finish assignments or meet deadlines that otherwise would be difficult to complete.' The career-related mentoring scale contains six items (alpha^.93). A sample item from this scale is: 'Goes out of his/her way to promote your career interests.' Psycho-social support is a four-item scale (alpha^ .96). A sample item from this scale is: 'Conveys empathy for the concems and feelings you discuss with him/her.' The role model mentoring scale contains three items (alpha^.95). A sample item from this scale is: 'Shares his/her career history with you.' In the survey itself, the items from these four scales were intermixed in the same section. While lhe term 'mentor" was defined in the instmctions as someone 'who has helped you by taking you under their wing even though they were not fomially required to do so', participants were not cued as to the different types of mentoring which might be available to them (e.g. task, social, career, role model) in order to avoid demand artefacts. Expatriate socialization Expatriate socialization was measured by two scales taken from Chao et al. (1994) and Feldman (1976). The socialization to the group scale contained eight items and had an alpha of .75. A sample item is: 'Within my work Feldman & BoUno: The impact of on-site mentoring 61 group, I would be easily identified as "one of the gang".' The socialization to the task scale had seven items and an alpha of .71. A sample item is: 'I have not yet learned "the ropes" of my job' (reverse scored). Socialization outcomes Three outcomes of expatriate socialization were used in this study. Overall job satisfaction was measured using three items from Hackman and Oldham's (1980) scale (alpha=.74). A sample item is; 'I am generally satisfied with my job.' Intent to linish the expatriate assignment is a single-item measure taken from Feldman and Thomas (1992): 'I fully intend to see my current job through to its conclusion.' Knowledge of intemational business was measured using Feldman and Tompson's (1993) five-item scale (alpha-.73). A sample item is: 'The current job has made me think more carefully about competing effectively in a global environment.' Information on respondents' demographic status and work history with the organization was collected by close-ended categorical items. At the end of the survey, expatriates were also asked several open-ended essay questions about how well their organization had helped them get assimilated to their new work environments and what their greatest challenges in adjusting to overseas living had been. The means and standard deviations of the variables in the study are displayed in Table 1. Table 1 also contains the correlation matrix of all the variables used in the structural equation model. Data analysis A structural equation model was used to test the proposed relationships among hostcountry culture, mentoring received, expatriate socialization and socialization outcomes. Structural equation modelling allows the investigation of several hypothesized relationships simultaneously and provides an assessment of the fit between the hypothesized model and observed data. The proposed structural equation model appears in Figure 2. Structural equation modelling relies on the use of both 'manifest' indicators and 'latent' variables. For instance, the scales for socialization to the group and socialization to the task are manifest indicators; they are empirical indices of two specific aspects of socialization. In contrast, latent variables are underlying constructs. Thus, in this study, expatriate socialization is a latent variable underlying the two manifest indicators of socialization to the group and socialization to the task. Structural equation modelling tests hypotheses at the latent-variable level in order to assess the relationships among variables with minimized measurement error. Ideally, each latent variable in the model should have al least two manifest indicators and those manifest indicators should be significantly related to each other. In this study, we originally intended to use four manifest indicators to tap the latent variable host-country culture: power distance, individualism-collectivism, uncertainty avoidance and masculinity-femininity. However, because the correlation matrix in Table 1 revealed that the Hofstede masculinity-femininity measure was not significantly correlated with the other three dimensions, it could not be used as part of the latent-variable measure of host-country culture. Consequently, in the results reported here, the latent variable 'host-country culture' will be measured via the three manifest indicators of power distance, individualism-collectivism and uncertainty avoidance. The latent variable 'mentoring on expatriate assignment' was measured by the four mentoring indicators (task assistance, career assistance, psycho-social support and role modelling). These four manifest indicators are all significantly correlated at the p=.Ol 62 The Intemational Journal of Human Resource Management * .—. * * » -* -^ vo r- (^ rj * » » * c r o o o — o o o —^r^^O — O U-l •* IT) —— o o o I I I I - H ._i n I" i V tO .2 — U •• CO ca •^ - ^ .s i t- u tj e '^ •a Feldman & Bolino: The impact of on-site mentoring 3: 22 UJ H 2 2 o 2 UJ SSI 2 O cu 2 X f_ UJ 2 c .2 _^ RJ h- .2 o o o oo ali zat c o 'u D. 3 O L-I ao 0 Manifest Variables Latent Variables o 63 64 The Intemational Joumal of Human Resource Management level. Similarly, the 'expatriate socialization' latent variable was measured by the two manifest indicators (socialization to the group and socialization to the task). These manifest variables, too, are significantly intercorrelated at the p=.OI level. In order to estimate the latent variable 'job satisfaction' (which was measured with one scale), manifest indicators were created by parcelling items of the scale into two subscales - a procedure recommended and outlined by Rindskopf and Rose (1988) and Kishton and Widaman (1994). The same procedure was used to create the manifest indicators of 'international business knowledge'. Because 'intent to finish expatriate assignment' was a single-item measure, parcelling here was not an option. Therefore, this variable is measured at the manifest level only. Results Overall model The first step in interpreting the results of a structural equation model is to assess the fit of the proposed model to the observed data. If the model does not acceptably fit the data, individual hypotheses cannot be examined. On the other hand, if the overall model has an acceptable fit, we can then proceed to the second step in interpreting the results, namely, examining the five specific hypotheses proposed earlier. The results of the structural equation analysis appear in Figure 3. The statistics alongside each arrow are standardized path coefficient.s. All the coefficients presented are significant at the p-.O5 level. Re.searchers typically use multiple indicators to evaluate the fit of latent variable models. Here, we used the most commonly used and recommended indices of fit: the Goodness of Fit Index (GFl), Bentler and Bonnet's (1980) Normed Fit Index (NFl), the Tucker-Lewi.s Index (TLI) recommended by Marsh et al. (1988), and the Comparative Fit Index (CFl) recommended by Floyd and Widaman (1995). Values greater than or equal to .90 for the GFI, ^fFI, TLI and CFl indicate good fit. In this study, these values were .92. .93, .97 and .98. respectively, indicating a good fit between the observed data and the proposed model. Browne and Cudeck (1993) also suggest that various chi-square tests can be used to assess model fit. In particular, they recommend examining the root-mean-square error of approximation (RMSEA). the chi-square index of exact fit, the chi-square index of close fit and whether the proposed model fits the observed data better than the null model. Specifically. Browne and Cudeck (1993) suggest that good model fit is indicated by root-mean-square error of approximation (RMSEA) values of .05 or less. In our study, the RMSEA for our model was .05. They also suggest that a good model fit is indicated by statistically non-significant chi-square tests of 'exact fit' and 'close fit'. In this study, the chi-square test of exact fit was statistically significant (chi-square= 101, df=73, p=.0I7) while the chi-square test of close fit was not statistically significant (p=.477). Browne and Cudeck (1993) also suggest that a good model fit is indicated when the proposed model fits the observed data significantly better than the null model In this study. lhe observed data significantly fit the proposed model better than the null model (cbi-square=l468, df=91. p<.01). Thus, while there is no single fit index that is widely accepted, these various indices, taken as a group, provide strong convergent evidence of good fit for the model. By both the commonly used indicators of model fit and the chi-square indicators, the proposed model fits the data well. Feldraan & Bolino: The impact of on-site mentoring nty i ^ fl ^ CJ D V is Avoi Small 1 Dis o a. u c Collec tiv wer. Latent Variables V. •n 0 i I 65 66 The International Joumal of Human Resource Management Specific hypotheses Subsequently, the standardized path coefficients for each hypothesis were examined. Hypothesis 1 is partially supported. Host-country culture has a significant impact on the amount of mentoring received on the expatriate assignment. As predicted, expatriates were more likely to receive mentoring in small power distance cultures and in weak uncertainty avoidance cultures. Counter to our hypothesis, however, collectivism was inversely related to the amount of mentoring received; that is. expatriates are more likely to receive mentoring in individualistic cultures. The masculinity-femininity dimension was unrelated to all the mentoring subscales (cf. Table I). Hypothesis 2 was supported. On-site mentoring during an expatriate assignment is positively related to expatriate socialization. The three hypotheses on ihe outcomes of expatriate socialization were also supported. Expatriate socialization is positively related to job satisfaction (Hypothesis 3), intention to finish the expatriate assignment (Hypothesis 4) and increased knowledge about intemational business (Hypothesis 5). Discussion In this final section, we discuss avenues for future theoretical research in the area of mentoring in intemational assignments, potential modifications in the general model presented here, areas for methodological improvement and implications of the results for the management of expatriate mentoring programmes. Theory The present research provides support for the idea that the host-country's culture has a significant impact on how much informal mentoring expatriates receive while they are on their overseas assignments. The power distance and uncertainty avoidance dimensions of host-country culture were related to amount of mentoring received, as predicted, though the resulis here suggest that expatriates are more likely to receive mentoring in individuali.stic (rather than collectivist) cultures. There are at least three possible explanations for this last result. It may be the case that, while managers in collectivist cultures are loyal to others in their in-group or 'clan', they may be relatively indifferent to outsiders. Alternatively, becau.se collectivist cultures emphasize group welfare, it may be that these societies may discourage, rather than promote, the intimacy associated with dyadic mentor-protege relationships. Third, it is possible that this result could be a finding specific to the present sample. Half of the respondents here were expatriates working in the US, and there may be more pressure to engage in mentoring within the domestic operations of this particular firm. The results were not significant for the masculinity-femininity dimension. At least part of the reason for this result may be attributable to measurement problems associated wilh lhe Hofstede (1980) measure. In particular, Sondergaard (1994) has raised questions about the intemal validity of Hofstede's scales and notes that the ma.sculinity-femininity continuum is the dimension most difficult to confirm empirically. Hofstede's work still remains the largest extant study of culture and his measurement device is the most commonly used one in international business research on culture (e.g. Shane, 1994). However, researchers need to be conservative in interpreting results using these scales, since the lower the intemal validity of a scale like masculinity-femininity, lhe less likely that it will significantly predict expatriate attitudes and behaviours (Kogut and Singh, i98iij. Feldman & Bolino: The impact of on-site mentoring 67 Model The model presented in this research is fairly constrained in tenns of number cf variables ii examines. A major focus for future research should be examining other individual-level, organizational-level and cultural-level variables which might influence the extent to which expatriates receive mentoring. At the individual level, demographic variables like gender and personality traits like positive affectivity are potentially important predictors. In this study, we did not have enough variance on gender (85 per cent of the sample was male) to assess its impact' reliably. None the less, inclusion of these variables would contribute greatly to our understanding of expatriates' access to mentors. Previous research in the domestic mentoring literature, for instance, highlights the fact that females may receive less, and lower quality, mentoring than men (Ragins and Cotton, 1991). In addition, previous research has been inconclusive as to whether it is job tenure, organizational tenure or career stage which influences the perceived need for mentoring. While, traditionally, mentoring has been focused on relative newcomers at early career stages, ihe evidence suggests that more senior employees who are changing jobs within firms may need even more assistance but are less likely to receive it (Feldman, 1989). Because expatriates tend to be more senior in terms of age and tenure, examining this i.ssue is necessary in order to gain a better understanding of mentoring during overseas assignments. In this study, there was too little variance on age to examine its effects; not surprisingly, exploratory analyses on age's moderating effects were not statistically significant. In addition, while the present research focuses on the amount of mentoring received, it did not address the quality of mentoring and the impact that mentoring quality (or thoroughness) might have on expatriate socialization. Thus, future work should explore the causes and consequences of mentoring quality. At the organizational level, several other contextual factors surrounding the availability of expatriate mentoring also warrant further investigation. Whether the expatriate assignment is in a joint venture, a wholly owned subsidiary or in a hostcountry-owned fimi may influence how much investment of energy colleagues and superiors put into socializing expatriates. Along the same lines, expatriates whose job functions are primarily technical may receive less (and may need less) mentoring than those whose assignments are primarily managerial or interactive in nature. In this study, we had data on the departments to which expatriates were assigned, but not on whether those jobs were technical or non-technical in nature (e.g. whether someone in R&D was a general manager or a research scientist). The amount of formal pre-departure and post-arrival training, too, might influence the need for, and effectiveness of, expatriate mentoring. Furthermore, it would be interesting to discover the extent to which veteran employees are trained in how to mentor effectively expatriate newcomers to their organizational units and to their culture - and the impact that such training has on the socialization and adjustment of expatriates. In addition, there may be significant differences between inpatriates and expatriates in their access to mentors and their success in working with them. In the present study, we were not able to perform separate structural equation models for these two groups for two reasons. First, the sample size needed to perform the analyses would be too small if the sample were split. Second, there would have been no variance on culture for the sample of US inpatriates. However, there has not been systematic empirical research 68 Tfie International Journal of Human Resource Management into mentoring differences between inpatriates and expatriates and such research is clearly warranted. Another research area which needs further investigation is mentoring for spouses. Since spouse adjustment is so critical to expatriate success (cf. Black and Gregersen, 1991), it would be useful to develop a model which explains the antecedents, consequences and effectiveness of spouse coaching/training programmes as well. At the cultural level, several important research questions also remain. While this study examined how differences in national culture influence willingness to mentor, culture can also be expected to influence the willingness to be mentored. For example, in some cultures seeking out mentoring is a sign of newcomer initiative, while in other cultures seeking out mentoring may be a sign of newcomer weakness. This issue has yet to be comprehensively researched and deserves thoughtful attention. Another avenue for future research at the culture level is the inconsistency between the home-country culture and the host-country culture of the expatriate (or the 'cultural toughness" of the expatriate's transition). In other words, the amount of mentoring received may be a result not only of main effects of host-country culture, but also of contrast effects between the host- and home-country cultures. Expatriates may require less mentoring when placed in overseas jobs where there are few differences between their home- and host-country cultures (and/or few differences between the organizational cultures of their back-home and expatriate work units). Methodology In terms of research methodology, the current study provides the first real empirical data on the relationships among host-country culture, mentoring on the expatriate assignment itself, expatriate socialization and socialization outcomes. Moreover, while structural equation models do not provide proof of causality, they do increase the plausibility of the specified causal model while simultaneously decreasing the plausibility of aitemative models, in that sense, then, several researchers have noted that structural equation models do permit inferences of causality (Hayduk, 1987; Joreskog and Sorb(>m, 1989). However, there are still several ways in which the methodology for investigating mentoring expatriates can be enhanced. While the present study used a larger and more diverse data set than many previous studies, all the participants in this study were members of one multinational corporation; inclusion of more firms and firms in more industries would be very useful. In addition, while the present study is a significant advance over reliance on anecdotal and qualitative data, only longitudinal data allow strong conclusions about causality. Like much of the research on expatriate adjustment, most of the variables in this research are based on self-report responses. Thus, there is a possibility that common methods variance may have inflated the results obtained. Greater use of archival data, particularly in terms of outcome measures, would significantly enhance the research methodology. Another way in which future re.search could be improved is through obtaining more information about the mentors themselves. In this study, most of the expatriates went to locations where they were the only or one of two or three expatriates on site. Moreover. it was the practice at headquarters to encourage US citizens strongly to mentor new inpatriates. Thus, in this study, there are strong indications that mentors and proteges were usually from different cultures. However, since mentoring was informal in nature, there is no hard evidence on this point. Consequently, we need to determine whether the mentoring is received from another home-country employee or whether it is received Feldman & Bolino: The impact of on-site mentoring 69 from host-country personnel - and what the chief differences between same-nation and cross-national mentoring are. Management practice The results here highlight the importance of mentoring expatriates on site. Mentors in the host country are critical to expatriates' job performance in their current assignments and to their integration into the host-country culture. Moreover, the results suggest that successful socialization of expatriates has concrete positive consequences both for the individual employee and for the multinational corporation in terms of positive job attitudes, completion of the expatriate assignment and enhanced skill development and understanding of global business issues. The qualitative comments from respondents reinforce the empirical findings on this point: They [the multinational corporation] spend a lot of money on consultants. A mentor would have been twice as useful. We don't do a good job of helping new employees settle into the environment. We could do better by assigning a welcome partner to help the person for at least the first month. We had a very, very difficult assimilation. [The multinational corporation] should set up mentor programmes for current expatriates. In my job, there is no mentor to guide me. It's been really tough for me this first year in the job. The changes are so challenging and difficult to deal with. A colleague of mine left Ithe firm] because he lacked mentoring. While the first wave of research on expatriate adjustment highlighted the importance of helping overseas employees with the logistics, now greater attention must be given to the 'relational" components of expatriate mentoring (Guzzo, 1996). 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