Tuesday, 30 July 2019

research process - How should a social scientist deal with envy of disciplines that are more quantitatively rigorous?


I am a student in social science who got into quantitative research at the start of my graduate school. Since then, I have had the valuable opportunity to take many Statistics classes and become aware of this world I had not known before. However, with it comes the curse of envy, as I cannot help but feel that my discipline, albeit using quantitative methods, is not as sophisticated (i.e. using a method without understanding the assumption and the derivation, basically relying on canned statistical package that others recommend). Outside of academia, the industry job market has also spoken that these quant researchers are more valuable than I am.


With this attitude of mine, I've become increasingly cynical about my discipline. I don't feel that the work that we do is "scientific" and "accumulating knowledge." I don't think that my industry job market can be competitive. This obviously has harmful effect on both my mental health and my research. I just want to learn more stats, write more code, instead of doing the research of my field.


On rare moments of clarity, I suppose this envious feeling is turtle all the way down perhaps. I'm envious of the statisticians, but maybe the statisticians are envious of the mathematicians, etc. This is why I decide to ask Academia Stackexchange for perspective.


From my occasional conversations, I get a sense that some of my fellow students may have the same feelings. However, given the toxic nature of my thoughts, I can't really discuss them widely with friends, not to mention with my professors.


How to deal with these thoughts?


PS: The relevant xkcd that will inevitable show up in the comments :-)


PPS: Given the gravity and scope of this question, I don't feel entitled to picking a "correct" answer. Thus I will just let the community upvotes decide the visibility of the answers. I hope that the answerers don't mind -- thank you for your insights.




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