This section describes the results achieved both in Study 1 and the subsequent Study 2.
3.1. Study 1
One hundred and eighty participants filled out the questionnaire so that it could yield valid analyzable data. We used the IBM SPSS v26 and the IBM SPSS Amos v26 software to run statistical analyzes. Descriptive statistics were computed for both participants’ characteristics (
Table 1) and WWC questionnaire items (
Table 2).
The study participants were 180 women working in 16 different public departments of the municipality of Bojnord, Iran. The minimum age was 22, whereas the maximum was 53 (M = 34.90, SD = 5.88). Tenure ranged from 1 to 27 years (M = 10.16, SD = 5.63). As shown in
Table 1, all respondents held a university-level educational degree. Number of children, marital status and employment status are also shown in
Table 1.
Among the questions with 4-point answers, the most represented scale of response in the WWC Scale, items 23 and 27 showed the largest average scores (M = 3.16 and M = 3.59, respectively). Item 23 tackles the importance of relationships with parents and siblings, while item 27 refers to unwanted body contact or suggestions in the workplace. Also considering items 22 and 28, which refer to similar experiences but with a different reference and a different response scale, the results to these items, for the mechanisms of the construction of this instrument, show that the most positive results emerged concerned these two areas, for which women felt calmer than in others.
On the other hand, many items suggest a rather negative situation for women who, given the low scores on their responses, seemed to be suffering from an environment quite consistent with that framed by the scientific literature.
Considering that before computing means, items 22, 23, and 29 were reversed, the average WWC score was 61.79 ± 9.36 (range = 42–91, median = 61), while the modal value was 57, out of a maximum of 102 (items 24 was not included in these calculations due to its categorical response scale). Considering that, in this scale, low scores underline negative results for women, the average and modal values were fairly low scores, and, therefore, did not indicate a particularly positive situation experienced by women.
The PCA was performed with Varimax rotation, and the number of factors to be extracted was set at five, as in the original WWC model [
24,
25]. Item 24 was not included in this analysis due to its categorical response scale. On this basis, confirmatory factor analyzes (CFA) were performed to assess the factorial structure of the Persian version of the WWC Questionnaire.
Sampling adequacy [
39,
40] was supported by the Kaiser-Meyer-Olkin measure = 0.72 and Bartlett’s test of sphericity (χ
2 = 1760.97, df = 406,
p < 0.01). Beyond the extraction command set at five factors, the scree plot supported the adequacy of a five-factor solution, accounting for 46.37% of the explained variance, as shown in
Table 3.
The extracted five-factor solution is similar to those extracted by [
24,
25]. To this regard,
Table 4 compares the factorial solutions of this study with those of the above-mentioned research.
Subsequently, the performed CFAs showed a better fit for the extracted five-factor solution ((df = 314) = 615.19, p < 0.001, RMSEA = 0.07, SRMR = 0.08, CFI = 0.79, TLI = 0.76) than for a one-factor solution ((df = 324) = 1062.67, p < 0.001, RMSEA = 0.11, SRMR = 0.10, CFI = 0.48, GFI = 0.44).
The extracted five-factor solution showed a partially acceptable fit, with values of
, degrees of freedom, RMSEA and SRMR being more than acceptable according to the conventionally set cut-offs [
41]. However, several reasons, both theoretical and statistical, made us hesitate about this factorial solution. First, the CFI and TLI values produced by CFA were far below the acceptable cut-offs [
41], although this might be explained since the RMSEA of the null model was lower than 0.158 [
42] and there were low correlations between some of the factors (for instance, the correlations between factor 5 and the other ones were, in each case, not significant). Second, some of the factors extracted by PCA mixed items referring to the individual woman’s conditions and items referring to other people or the context in general (e.g., items that ask about the specific condition of the respondent load in the same factor of “contextual” items, instead referring to the “general” situation), which is not always conceptually sound. Third, based on reliability analyzes, some factors were found to show reliability values below the desirable 0.70 [
41] (factor 2 showed α = 0.60, while factor 4 and factor 5 both showed α = 0.62). Based on the above, a second study was deemed necessary to achieve a possibly more parsimonious but stronger version of the Persian WWC Questionnaire.
3.2. Study 2
In Study 2, we aimed to achieve a more conceptually rigorous and psychometrically valid and reliable version of the Persian WWC Questionnaire than the one achieved in Study 1. To this end, we adopted a bottom-up empirical screening approach by letting theory and data themselves drive us.
First of all, we started by collectively re-analyzing the questionnaire items’ wording in order to reach a consensus and decide how to best review the original composition of the WWC Questionnaire.
Based on the definition of organizational climate and culture [
14], we kept in mind that these constructs reflected shared perceptions of individuals within a group, organization or community, rather than attitudes related to the condition of single persons. Therefore, we agreed upon dropping items 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 21, 23, 24, 26, 28, 29 and 30 from the original version of the WWC Questionnaire as they refer to individual perceptions rather than to shared beliefs aimed at describing a situation common to a group. To this regard, by carefully reading the two articles where the WWC Scale was originally taken from [
24,
25], no explicit indications of the reasons why the scale authors chose to include the items referring to individual perceptions, although organizational culture is a primarily socially construed phenomenon, were retrievable. A possible explanation can see this double reference as a “control”, aimed at allowing comparisons between values that refer to a personal, and therefore more difficult to declare, with a less emotionally demanding context such as the collective one and, thus, able to provide estimates of the “truthfulness” of the collected answers. However, this possible explanation is to be understood as only hypothetical.
Also, we decided to drop item 22 as it does not directly show relevance for the workplace, which is the psychosocial setting we were interested in.
Three main or macro themes emerged out of the remaining items’ contents. First, items 1, 3, 11, 15 and 17 all appeared to refer to women’s career development issues, such as inequality of professional development opportunities between men and women, unfairness of judgements on women’s work performance as compared to men, discrepancy in employment security between women and men, women’s need to put in greater efforts than men in order to get promotions, and the difference between men’s and women’s assertiveness when it comes to asking for fair compensation, promotion or professional development opportunities. Second, items 5, 7, 9 and 13 pointed out to organizational barriers, such as lack of organizational support and trust towards women, the presence of negative attitudes towards women in the working life, women’s difficulties in showing their own true self at work, and lack of attention towards women in the workplace. Third, we grouped item 25 and item 27 into a single factor addressing sexual harassment behaviors in the workplace.
On this basis, we hypothesized a three-factor structure shown in
Table 5 and composed of (I) perceived societal barriers for career development, (II) perceived organizational barriers, and (III) sexual harassment.
Thus, the second part of Study 2 was aimed to test the hypothesized three-factor structure and subsequently verify whether we were able to come up with a Persian WWC questionnaire—short version proposition with good psychometric properties.
A CFA run with the hypothesized model yielded fairly acceptable values (
(df = 41) = 81.54,
p < 0.001, RMSEA = 0.07, SRMR = 0.06, CFI = 0.92, TLI = 0.89). As shown in
Table 6, the CFA showed each item loading in its hypothesized factor with values above the 0.40 cut-off [
41], except for item 9 which loaded in Factor 2 with a value of 0.39. Although this value was very close to the cut-off, we decided to remove this item, and to interpret the cut-off literally, without admitting any exception.
By dropping item 9 from the hypothesized model, the CFA model results improved (
(df = 32) = 61.35,
p < 0.001, RMSEA = 0.07, SRMR = 0.05, CFI = 0.94, TLI = 0.91) and all the item loadings were above 0.46, as shown in
Table 7.
This further solution was found to be better than either a one-factor solution ((df = 35) = 130.94, p < 0.001, RMSEA = 0.12, SRMR = 0.09, CFI = 0.79, TLI = 0.73) or a model with Factor 1 and Factor 2 merged and items 25 and 27 saturating into separated factors ((df = 34) = 73.43, p < 0.001, RMSEA = 0.08, SRMR = 0.06, CFI = 0.91, TLI = 0.89).
On this basis, we decided to accept the three-factor structure shown in
Table 8 as definitive.
Once we ascertained the good factorial structure of the solution tested, we then proceeded to examine in detail the reliability of the new scale. We found Cronbach’s [
43] α = 0.72 for Factor 1, α = 0.68 for Factor 2, α = 0.70 for Factor 3, and α = 0.79 for the whole scale. The composite reliability was instead 0.77 for Factor 1, 0.71 for Factor 2, and 0.73 for Factor 3, suggesting acceptable reliability values for the reduced version of the Persian WWC Questionnaire.
Finally, by deepening the study of the validity of the scale, the Pearson’s correlations shown in
Table 9 between the reduced version of the Persian WWC Questionnaire and PSS and CSQ showed statistically significant values and relationship directions that let us assume acceptable convergent-discriminant validity of the achieved solution.