Highlights
Consider the following parts given below for writing a report:
PART A: Multiple Linear Regression - Write a short report on the relationship between individuals’ education and their trust in institutions. You should create one summary score of trust in the following: political parties, parliament, politicians, police, courts and banks and use this score to fit a multiple linear regression model(s) predicting trust in institutions by education.
PART B: Regression Interpretation - The model below is from a paper published in a leading social science journal on the impact of living in a deprived neighbourhood on mental health among those living in social rented housing. The model contains a number of independent variables: age, age-squared, gender, ethnicity and qualifications as well as interactions between these variables and neighbourhood deprivation. The unit of analysis is individuals living in social rented accommodation in Great Britain. The dependent variable (General Health Questionnaire) ranges from 0 (least distressed) to 36 (most distressed) and is taken from data collected as part of the 2010 UK Household Longitudinal Study. Your task is to interpret the model and write up the results as if you were writing the results section and conclusion of a report for civil servants at the Department for Communities and Local Government. Interpret the model statistically and substantively and detail its limitations. Your results section should report on descriptive and statistical findings. Your conclusion should discuss whether the results support a causal effect of neighbourhood deprivation on mental health and describe limitations of the analysis.
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