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Comprehensive practice flashcards covering hypotheses, methodology, descriptive and inferential statistics, reliability, validity, ethics, and improvements for the Eduqas Psychology Component 2 Personal Investigation on attribution in football interviews.
What was the operationalised alternative hypothesis stated for this investigation?
Football teams that win a match will make a higher frequency of internal attributions in post-match interviews, whereas teams that lose will make a higher frequency of external attributions.
Was the alternative hypothesis directional or non-directional, and why was this chosen?
It was directional because previous observations of football interviews suggested that winning teams tend to take personal responsibility for their success, whereas losing teams may attribute their performance to external factors such as refereeing decisions or opposition performance.
What was the stated null hypothesis for this content analysis?
There will no significant difference between the use of internal and external attribution when a team wins or loses.
What were the main characteristics (source, target audience, length, and time/date) of the content analysis?
Source: Youtube post match interviews; Target audience: Football fans; Length: 5 mins; Time/Date: 2/09/26.
How do coding and thematic analysis differ as methodologies for content analysis?
Coding is a quantitative method that involves coding categories and counting them using a tally chart, whereas thematic analysis is a qualitative method that involves identifying and describing common trends or themes in the content of the study.
Why was coding chosen as the methodology for this study?
Coding allows qualitative information from interviews to be converted into quantitative data by placing statements into predefined categories. This improves reliability because different researchers can use the same coding system consistently, and it makes results easier to compare and analyse statistically.
What are the five steps of the procedure used in this investigation?
Which descriptive statistics were chosen for this study, and why were they appropriate?
The mode and the range. The mode identifies the most frequently occurring value or category and is suitable for nominal data. The range measures the difference between the highest and lowest frequencies recorded to show data spread and variation.
Why was a bar chart chosen as the appropriate graphical representation for the data?
A bar chart represents frequencies of non-continuous data. It is a useful way to display the frequency of different categories and is appropriate for nominal data.

Based on the bar chart from the investigation, what were the recorded frequencies of internal and external attributions for winning and losing teams?
Winning teams recorded 5 internal attributions and 1 external attribution. Losing teams recorded 4 internal attributions and 6 external attributions.
What level of measurement was gathered in this study, and how is it defined?
Nominal data, which is the level of measurement that shows categories of data represented by frequencies where data sets have no relative numerical value (e.g., boys and girls).
Which inferential statistical test was selected, and why was it appropriate?
Chi square. It is appropriate because the investigation uses nominal data in the form of frequencies, tests for a significant association between two categorical variables (match outcome: win or lose, and attribution type: internal or external), and uses independent observations.
What were the findings of the inferential statistical test (chi-square)?
The observed value of chi-square (2.8614) was lower than the critical value (3.84) at the 5% significance level (df=1, p>0.05). Therefore, the null hypothesis could not be rejected as there was insufficient evidence to suggest a significant association between match outcome and attribution type.
What final conclusion was drawn from the findings of this research?
Winning teams tended to use more internal attributions, while losing teams showed a more balanced use of internal and external attributions. However, because the chi-square result was not statistically significant at the 5% level, there is insufficient evidence to support the alternative hypothesis that match outcome is associated with attribution type.
How could test-retest reliability and inter-rater reliability be implemented in this investigation?
Test-retest: The same researcher repeats the coding process on the same interviews after a period of time using the same operational definitions and compares results. Inter-rater: Two or more researchers independently watch the same interviews, categorise statements using the same coding system, and compare agreement.
What issues of reliability were faced during the content analysis?
How did the researchers establish that their investigation was reliable?
Reliability was improved by using standardised operational definitions and the same coding categories for every interview, and by involving more than one researcher (inter-rater reliability) to reduce subjective interpretation.
What is the difference between internal validity and external validity as defined in the notes?
Internal validity means the findings are accurate, effects on the DV are caused by the IV, and confounding variables are controlled. External validity refers to whether the study reflects real-life behaviours (mundane realism) and applies to different places, times, or people (population validity).
Which potential validity issue was identified, and which two methods were chosen to assess validity?
Researcher bias (preconceived expectations that winning teams use internal and losing teams use external attributions could bias classification). The methods to assess validity were construct validity (checking definitions against the psychological concept of attribution) and content validity (having an expert review the coding categories).
How was validity established in this study?
By using clear operational definitions of internal and external attribution to measure intended psychological concepts, and by selecting videos from genuine post-match interviews to examine naturally occurring explanations.
What two ethical issues concerned the researchers before conducting the study?
What actions did the researchers take to adhere to ethical guidelines under the British Psychological Society Code of Ethics and Conduct (2018)?
They used publicly available YouTube interviews rather than recruiting participants directly, avoided misrepresenting players' statements, used findings responsibly, and did not publish the findings online.
What two ways were suggested to improve this research investigation?