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A research team wants to study how a new mindfulness app reduces anxiety in the general public, but they only have access to students enrolled in an introductory psychology course at their university. If they proceed to use this convenience sample, apply your knowledge of this sampling method to write a brief, one- to three-sentence limitation statement that they should include in their research report.
Question: A research team wants to study how a new mindfulness app reduces anxiety in the general public, but they only have access to students enrolled in an introductory psychology course at their university. If they proceed to use this convenience sample, apply your knowledge of this sampling method to write a brief, one- to three-sentence limitation statement that they should include in their research report.
Sample answer: Because this study utilized a convenience sample consisting entirely of introductory psychology students, the sample may not be representative of the general public. Consequently, the findings regarding the mindfulness app's effectiveness may not generalize to the broader population.
Key points:
- Identifies the specific sample as a convenience sample of introductory psychology students.
- States that the sample may not represent the target population (the general public).
- Expresses the limitation on generalizing the findings to the broader population.
Rubric: The student must apply convenience sampling concepts to write a limitation statement that explicitly mentions the specific convenience sample (psychology students), the issue of representativeness, and the limitation on generalizing to the general public.
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Research Methods in Psychology - 4th American Edition @ KPU
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Example of Convenience Sampling: Introductory Psychology Students
Subject Pool
What is the primary disadvantage of using a convenience sample in psychological research?
A researcher recruits participants for a study on stress by approaching students in her own introductory psychology class and asking for volunteers. She argues that because the class contains students from many different majors, the resulting sample adequately represents the broader population of young adults. Is her reasoning correct?
A team of researchers is using convenience sampling for various psychological studies. Match each specific sampling scenario with the primary limitation it creates for the study's generalizability.
A researcher is analyzing how a convenience sampling strategy might bias a study on 'Employee Burnout.' Arrange the following events in the logical sequence that demonstrates how this sampling method leads to a failure in generalizing findings to the entire organization.
Imagine you are developing a preliminary research plan to investigate the relationship between late-night study habits and daytime alertness in your peers. You have no budget for recruitment and must begin data collection within hours. Which of the following strategies would you construct to ensure your selection method follows the method of convenience sampling?
Convenience sampling is classified as a form of probability sampling because it selects individuals who are readily available to the researcher.
When evaluating a researcher's claim that findings from a study using only readily available volunteers apply to the general population, a critical reviewer would judge the conclusion as weak because the recruited group lacks _____.
A professor asks students to apply their knowledge of convenience sampling by correctly linking each term or real-world scenario to its accurate description in a research context. Match each item on the left to its correct description on the right.
A social psychologist studies conformity by recruiting participants exclusively by approaching shoppers at a single suburban mall on weekday mornings. A methodologist reviewing the study notes that weekday-morning mall visitors are disproportionately retired adults, stay-at-home caregivers, and part-time workers — groups that likely differ from the broader adult population in age, employment status, and daily social routines. Because participants were selected purely on the basis of availability rather than through any random process, the sample is _____ of the general adult population, which is the defining analytical limitation of convenience sampling.
A research team wants to study depression rates among first-generation college students nationwide. They are debating whether convenience sampling is an appropriate strategy. Arrange the following steps in the order a researcher should carry them out when critically evaluating whether convenience sampling is the right choice for this research goal.
Define convenience sampling and recall its primary advantage and primary disadvantage in psychological research.
Based on the concept of convenience sampling, explain why Dr. Aris's sampling method is a form of non-probability sampling, and describe how this choice of method impacts Dr. Aris's ability to draw conclusions about college students in general.
A research team wants to study how a new mindfulness app reduces anxiety in the general public, but they only have access to students enrolled in an introductory psychology course at their university. If they proceed to use this convenience sample, apply your knowledge of this sampling method to write a brief, one- to three-sentence limitation statement that they should include in their research report.