Top tips for using SPSS

Soon, you might be thinking about analysing your data. If you have quantitative data, you probably need to use software to help you with statistical analysis, which will be SPSS. You’re might know quite a bit about SPSS, or you might feel dread and fear in the pit of your stomach – either way, we’re […]

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Gender quotas: Moral Credentialling

Moral credentialling (Monin & Miller, 2001) is a phenomenon where individuals are more likely to be discriminatory if they have previously proved to their own satisfaction that they are not prejudiced. For example, giving people the chance to endorse the election of Barack Obama as US President led to their subsequently describing a job as […]

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Gender quotas: Threat

Integrated Threat theory (Stephan & Stephan, 2000) states that a dominant group (men in this instance) will oppose policies such as gender quotas that cause them to feel threatened. Women who are quota beneficiaries pose realistic threats because they are seen as competition for jobs, promotions, and potential income, and quota policies themselves pose a […]

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Gender quotas: Collective Action

Another issue is the effect of quotas on collective action. According to Social Identity theory (Tajfel & Turner, 1979) people have a sense of belonging to distinct social groups. The ability for individuals to move between different groups depends on the permeability of the group boundaries (is it easy to move into the higher status […]

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Gender quotas: System Justification

Institutional changes via quotas may also hasten the narrowing of the workplace gender gap due to system justification (Jost & Banaji, 1994) whereby people are motivated to defend the status quo regardless of whether it is unfair or illegitimate. Therefore, it follows that if the status quo becomes inclusive of females in high-status roles, people […]

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Gender quotas: gender roles

Although the Sex Discrimination Act (1975) made it unlawful to purposefully discriminate against women, imbalances may arise from hiring and promotion decisions unconsciously based on stereotypes about inherent differences between men and women’s traits and abilities. These stereotypes create gender roles which prescribe types of work that men and women are suitable for. Role Incongruity […]

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Calls for gender quotas

Gender quotas are the requirement that women should form a particular percentage of the sample of individuals under consideration: organisations or businesses must employ a certain percentage of female employees, or appoint a certain number of women on their board of directors; political parties must ensure that a proportion of their candidates are women, and […]

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SPSS, part 6: Regressions

Regression can be used to predict variables: IV: x axis (predictor) DV: y axis (criterion / outcome) Analyze -> Regression -> Linear  move variables into corresponding boxes ensure “Method = Enter” in SPSS raw equation: DV = (B [slope] x IV) + constant [intercept] standardised: ZDV = β [beta] x ZIV (standardised variables to Z scores) […]

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SPSS, part 5: Correlations

Bivariate = linear relationship between TWO variables. Pearson correlation = r = parametric, assume normal distribution (more powerful) Spearman’s = ρ (rho) = nonparametric ranked data Analyze -> Correlations -> Bivariate Move variables into box on right Tick “Pearson” or “Spearman” In output look at the 2 numbers that are the same and significant. Scattergram: to […]

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SPSS, part 4: Graphs and tables

Chart Builder – doesn’t calculate mean scores for ordinal variables, so you have to change “measure” to “scale”, but it is easier to use quickly. Graphs -> Legacy Dialogs -> (choose graph) Simple Bar Chart: tick “summaries of separate variables” Right-click on chart in output, click “Edit content” Can add title (above the chart), footer […]

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