Discussion Relationships and Causation

When considering the world of relationships between variables, it is a common mistake to assume causation when a correlation is present. A high correlation between variables does not necessarily indicate causation. A study may show that there is a positive correlation between salary and the quality of work of individual employees in that the more employees are paid, the better their performance. However, there may be no causation because other factors may impact the quality of an individual’s work, such as training and experience. Also, consider if there is a positive correlation between employee training and quality of work of individual employees. Should a researcher safely assume that a causal relationship exists here in that the better training that employees receive, the better their performance? While strong correlations prompt researchers to take notice of possible causality, researchers must also be aware of attentional bias and prior beliefs when interpreting correlations. It is, therefore, important to examine how causation is established. In this Discussion, you will distinguish between the two concepts of causation and correlation and apply them to your potential Doctoral Study.

To prepare for this Discussion, review Lesson 31 in the Green and Salkind (2017) text and consider the correlation to your potential Doctoral Study topic. Your potential topic may or may not be appropriate for correlational methods, but for the purpose of this Discussion, assume it is.

By Day 3

Post an analysis of the difference between causation and correlation within the context of your DBA doctoral research study. In your analysis, do the following:

  • Assess the implications for professional practice when a researcher implies causation after using correlation (e.g., bivariate correlation) analyses.
  • Explain why the results of bivariate correlation analyses are considered weak in terms of internal validity.
  • Explain how would you extend or modify a research design to examine a true cause-and-effect relationship.

Be sure to support your work with a minimum of two specific citations from this week’s Learning Resources and at least one additional scholarly source.

You can leave a response, or trackback from your own site.


14 Responses to “Discussion Relationships and Causation”

  1. Buy Fast Proxy

    When considering the world of relationships between variables, it is a common mistake to assume causation when a correlation is present. A high correlation

  2. Cheap Proxy says:

    Elite Private proxy store DreamProxies.com – a best private proxies you’ll find regarding smallest rates!

  3. DevOps says:

    100453 956443i was just browsing along and came upon your blog. just wantd to say excellent internet site and this post actually helped me. 462023

  4. 132084 68689Hey there. I want to to inquire somethingis this a wordpress weblog as we are thinking about shifting more than to WP. Also did you make this theme on your personal? Thanks. 780947

  5. 778332 579592Its genuinely a cool and useful piece of info. Im glad which you shared this helpful data with us. Please keep us informed like this. Thanks for sharing. 40388

  6. 963020 157812Wonderful post will likely be linking this on a couple of internet sites of mine keep up the very good function. 858304

  7. Sexy says:

    645733 870907Spot on with this write-up, I truly assume this site wants a lot much more consideration. probably be once again to read a lot much more, thanks for that info. 283454

  8. 760858 792442I just now discovered your blog post and now Im remember to start with followers. 634981

  9. 105373 621830Thank you for your really good details and respond to you. I require to verify with you here. Which isnt one thing I often do! I get pleasure from reading a publish that can make people feel. Moreover, thanks for allowing me to remark! 746905

  10. 746477 245146Keep up the good work! 61892

  11. 890591 899403Thanks – Enjoyed this post, can you make it so I receive an email when you make a fresh post? From Online Shopping Greek 547425

  12. 55805 711992When I originally commented I clicked the “Notify me when new comments are added” checkbox and now each time a comment is added I get three e-mails with the same comment. Is there any way you can remove me from that service? Bless you! 719080

  13. 뉴토끼 says:

    581781 765604Yay google is my king helped me to locate this wonderful web site ! . 553599

  14. 721520 453040What host are you the usage of? Can I get affiliate hyperlink on your host? I desire web site loaded up as fast as yours lol 490123

Leave a Reply

Powered by WordPress | Designed by: buy backlinks | Thanks to webdesign berlin, House Plans and voucher codes