data analysis -- Validity and reliability -- Ethics in research -- Limitations, delimitations and

-- Collecting data using attitudinal scales -- Establishing the validity and reliability of a research

reliability of a research instrument -- The concept of validity -- Types of validity in quantitative research

data analysis -- Validity and reliability -- Ethics in research -- Limitations, delimitations and

data analysis -- Anticipating the report outline -- Dealing with validity and reliability concerns

and techniques -- Research ethics -- Reliability and validity of measurements -- Interpretation of

outline -- 9. Dealing with validity and reliability concerns -- 10. Acknowledging the limitations of the