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What is a Quantitative Psychologist?
Quantitative psychology is the
study of methods and techniques for using quantitative representations
of behavior to further our empirical knowledge of psychology. Generally,
quantitative psychology has become equated with using advanced statistical
techniques because these techniques represent the cornerstone for
manipulating quantitative representations of behavior, but quantitative
psychology also encompasses the study of a much broader range of methodologies
for collecting as well as analyzing and interpreting data, including
those suitable for conducting experimental research, quasi-experimental
research, correlational research, survey research, and so forth.
One of the unique aspects of being a quantitative psychologist is not
being limited to the types of research questions you are part of solving.
By focusing the training on the methods rather than the content,
you can bring that training to a wide variety of content areas. Another
unique aspect of quantitative psychology opposed to other areas within
the discipline of psychology is that there is a perennial shortage
of quantitative psychologists (and statisticians in general), resulting
in a wide variety of job offerings and extremely high compensation
relative to other areas within psychology. In fact, the demand for
statisticians and data analysts is high enough that companies in
the pharmaceutical and bio-technology area cannot hire enough biometricians
and often recruit psychometricians and quantitative psychologists
on a routine basis.
Quantitative psychologists find themselves working in research labs
in any number of disciplines, working for consulting firms, working
for opinion research and other polling organizations, consumer research
firms, pharmaceutical and bio-technology companies, insurance companies,
quality assurance offices across all businesses and institutions,
institutional research offices in higher education, teaching at two-year
and four-year colleges and universities, and in their own consulting
businesses. Further, employment opportunities are abundant for people
with bachelor's, master's, and doctoral degrees.
Theoretical and Applied
Quantitative Psychology
A further distinction can be made between
a theoretical approach to quantitative psychology and an applied
approach. It is the theoretical approach to quantitative psychology
that involves working to develop new statistical methods and conduct
research to compare the biases, strengths, or weaknesses of several
different statistical or quantitative methods. These types of research
are theoretical in the sense that they represent an investigation of
the quantitative and statistical properties themselves. To work effectively
in this area, a PhD is required as well as an extensive background
in calculus, differential equations, and linear algebra (e.g., matrix
algebra). Theoretical quantitative psychologists typically work as
a faculty member at a large research-extensive university (e.g., UIUC,
UCLA, OSU) or for large testing companies (e.g., the Education Testing
Service).
The applied branch of quantitative psychology involves applying
advanced quantitative and statistical methods to empirical research,
analyzing real data, rather than generating new statistical techniques
or evaluating existing statistical techniques per se. These applied
quantitative psychologists essentially function as data analysis
experts, and their expertise creates opportunities for employment as
faculty members at colleges and universities, as statistical consultants
in any number of arenas. There are excellent statistical consulting
opportunities working for corporations and businesses (e.g., insurance,
manufacturing quality control, human services quality assurance), research
and marketing firms (e.g., Gallup Polls, Neilsson Ratings), education
organizations (e.g., college assessment office, college research
office), and for statistical consulting firms. It is not necessary
to have a PhD to work effectively in applied quantitative psychology.
Having a master's degree affords many excellent opportunities for employment,
although having a PhD allows one to work with greater independence
as an applied quantitative psychologist.
Preparing for Graduate Study in Applied Quantitative Psychology
1.Take as many methods and statistics courses as are offered
2. Develop an interest in a substantive area or a topic on which you
would like to consult (e.g., personnel selection procedures, modeling
developmental changes, mathematical models for memory)
3. Participate as a team member on several research projects (e.g.,
designing, collecting, analyzing, and interpreting data)
4. Develop proficiency using SPSS for data management and data analysis
above and beyond course work
5. Learn at least one other statistical package
6. Develop proficiency manipulating data/information using programs
that are not specifically for statistics, such as Excel spreadsheets,
MS Access, MySQL database, and the like
Preparing for Graduate Study in Theoretical Quantitative Psychology
In addition to the above experiences, also:
7. Take integral and differential
calculus
8. Take a linear algebra (matrix algebra) course
9. Take a structured programming language course (e.g., C++)
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