A A A

What if some respondents always choose the same options for the whole questionnaire?

Share:
Whtasapp
主題討論

Hello! I’m Dr. MEL. Nice to meet you! I’m absolutely excited that we are going to start this beautiful learning journey together and I’m sure you will find it fruitful and fulfilling. Feel free to share your thoughts here!

最近的活動討論

Got questions? Simply post them and let’s discuss! 

討論:General
Naomi Price
2025年7月10日
What if some respondents always choose the same options for the whole questionnaire?

What if some respondents always choose the same options for the whole questionnaire?

Reply
Like
Share
Whtasapp
Lucas Griffin
2025年7月10日

Thanks for your great comments.

回覆
Like
分享
Whtasapp
Naomi Price
2025年7月10日

Truly appreciate your thorough response.

回覆
Like
分享
Whtasapp
Lucas Griffin
2025年7月10日

If some respondents consistently choose the same options for the entire questionnaire, it suggests a potential issue with response bias or response set. Response bias occurs when participants consistently respond in a particular way, regardless of the content or meaning of the questions. This can happen due to various reasons, such as acquiescence bias (tendency to agree with statements), social desirability bias (responding in a socially desirable manner), or straight-lining (selecting the same response option without considering the items).
Here are a few steps you can take to address this issue:
1. Check for response consistency: Examine the responses for patterns of consistency or lack of variability. If a participant consistently selects the same response option (e.g., always choosing "strongly agree" or "never"), it suggests a potential issue with response bias.
2. Review questionnaire instructions: Ensure that the questionnaire instructions explicitly state how participants should approach the questions and provide guidance on selecting responses. It's possible that the respondent may have misunderstood the instructions or is responding in a consistently biased manner.
3. Assess response validity: If you suspect response bias, consider including additional items or scales that measure response validity or response bias. These items are designed to detect patterns of response consistency or social desirability. Analyzing the results of these items can provide insights into the quality and reliability of the respondent's answers.
4. Follow-up with the respondent: If possible, consider reaching out to the respondent to discuss their responses and understand their perspective. This can help identify any underlying reasons for their consistent choices and provide an opportunity to clarify any confusion or address potential biases.
5. Use statistical techniques: Depending on the nature of the data and the research objectives, statistical techniques such as response pattern analysis or outlier detection can be employed to identify participants with consistent response patterns. These techniques can help identify potential issues and inform decisions regarding the inclusion or exclusion of data from the analysis.

回覆
Like
分享
Whtasapp
最新討論帖
更多的討論帖
How can technology be effectively integrated into service evaluation for people with disabilities to enhance accessibility and inclusivity?
How can technology be effectively integrated into service evaluation for people with disabilities to enhance accessibility and inclusivity?
Wyatt Davis
2025年7月17日
3個回覆,1個月前
Like
分享
Whtasapp
What are the social and cultural factors that influence the perception and evaluation of services provided to people with disabilities?
What are the social and cultural factors that influence the perception and evaluation of services provided to people with disabilities?
Wyatt Davis
2025年7月17日
3個回覆,1個月前
Like
分享
Whtasapp
How can service evaluation be used to promote accountability and transparency in service provision for people with disabilities?
How can service evaluation be used to promote accountability and transparency in service provision for people with disabilities?
Wyatt Davis
2025年7月17日
3個回覆,1個月前
Like
分享
Whtasapp
What are the ethical considerations in conducting service evaluation research involving people with disabilities?
What are the ethical considerations in conducting service evaluation research involving people with disabilities?
Ava Robinson
2025年7月17日
3個回覆,1個月前
Like
分享
Whtasapp
精選討論帖
Hi, I realized that it seems the concept “outcome” is different from the term “output”. Taking the grandparent training project as an example, what is the “outcome’ referable?
Hi, I realized that it seems the concept "outcome" is different from the term "output". Taking the grandparent training project as an example, what is the “outcome’ referable?
CouldYip
2021年8月26日
7個回覆,48個月前
Like
分享
Whtasapp
I have designed a large-scale survey about the life satisfaction of low-income families in Hong Kong. Is it appropriate to use the electronic survey through mobile phones?
I have designed a large-scale survey about the life satisfaction of low-income families in Hong Kong. Is it appropriate to use the electronic survey through mobile phones?
Realistic
2021年8月20日
3個回覆,48個月前
Like
分享
Whtasapp
Questions about program evaluation and impact assessment (PE & IA)?
Dear MEL participants, Hello everyone! We are going to meet Prof. Aron Shlonsky this week (17&18 Oct). Do you have any problems or issues in program evaluation and impact assessment? Pleas ...
jml88min
2019年10月15日
0個回覆,70個月前
Like
分享
Whtasapp
Question about the programme evaluation
Can someone recommend me a basic guide book for programme evaluation? We are an NGO in mainland China and providing services for young drug abusers in rural China. We learnt about your pro ...
Jessica
2019年10月9日
4個回覆,70個月前
Like
分享
Whtasapp