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Mike Stadler

This course introduces the elements involved in the design of psychological research. To produce reliable, valid results that can be used to understand psychological processes, researchers must take great care in how they define and measure variables, how they sample groups of individuals from the populations of people or animals that they are interested in, how they control extraneous variables in the research setting, and myriad other factors. Psychologists can choose from an array of research designs, including observational, correlational, experimental, or quasi-experimental methods. And depending on the design, they must consider the many factors that affect the reliability of those observations and the validity of any conclusions that might be drawn from them. This course considers all these and many other aspects of psychological research. A large segment of this course is then devoted to issues related to how psychologists ensure that the research methods they employ are ethical. Everyone would agree that ethical considerations are one of the most important things researchers must think about when they plan their studies, but it’s also one of the most invisible in reports on psychological research. Any article that reports the results of a psychological study provides voluminous details about the methodology, about issues like sampling and validity, for instance, but little if any mention of the relevant ethical issues, even though there are ethical issues in play at every step of the process. Behind all the fascinating research in the psychological literature are rules, regulations, and expectations about how the people or animals we study will be treated, and about how the data we collect will be analyzed and reported. And behind all those standards are more general principles that have been established from grim experience that includes some of the worst things humans have ever done in the name of science, and other missteps that hindsight tells us we don’t want to repeat. In this course, we investigate that history and abstract from it those principles that now guide ethical decisions about how to do research. To what goals do those principles aspire? And what breaches are they meant to keep us from repeating?

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This course introduces the elements involved in the design of psychological research. To produce reliable, valid results that can be used to understand psychological processes, researchers must take great care in how they define and measure variables, how they sample groups of individuals from the populations of people or animals that they are interested in, how they control extraneous variables in the research setting, and myriad other factors. Psychologists can choose from an array of research designs, including observational, correlational, experimental, or quasi-experimental methods. And depending on the design, they must consider the many factors that affect the reliability of those observations and the validity of any conclusions that might be drawn from them. This course considers all these and many other aspects of psychological research. A large segment of this course is then devoted to issues related to how psychologists ensure that the research methods they employ are ethical. Everyone would agree that ethical considerations are one of the most important things researchers must think about when they plan their studies, but it’s also one of the most invisible in reports on psychological research. Any article that reports the results of a psychological study provides voluminous details about the methodology, about issues like sampling and validity, for instance, but little if any mention of the relevant ethical issues, even though there are ethical issues in play at every step of the process. Behind all the fascinating research in the psychological literature are rules, regulations, and expectations about how the people or animals we study will be treated, and about how the data we collect will be analyzed and reported. And behind all those standards are more general principles that have been established from grim experience that includes some of the worst things humans have ever done in the name of science, and other missteps that hindsight tells us we don’t want to repeat. In this course, we investigate that history and abstract from it those principles that now guide ethical decisions about how to do research. To what goals do those principles aspire? And what breaches are they meant to keep us from repeating?

What you'll learn

  • Describe the steps of the scientific method.

  • Explain how to judge the quality of a source for a literature review.

  • Compare and contrast the kinds of research questions scientists ask.

  • Specify how variables are defined.

  • Explain what it means for an observation to be reliable.

  • Compare and contrast the major research designs.

  • Compare and contrast forms of validity as they apply to the major research designs.

  • Illustrate the history of ethical concerns about scientific research using specific examples.

  • Describe purposes served by codes of research ethics.

  • Explain the five general Ethical Principles of the APA Ethics Code.

  • Describe the issues addressed by the APA Ethical Standards that apply to researchers.

  • Explain how IRBs and IACUCs operate.

  • Outline the major ethical considerations in planning a research study using nonhuman animals.

  • Explain the importance of the three Rs in animal research.

  • Explain the protections ethics codes offer for human participants in research.

  • Describe the implications of WEIRD participants being overrepresented in psychological research.

  • Identify the consequences of the different types of fraud in research.

  • Explain how replication and preregistration address the problems of p-hacking and HARKing.

  • Apply your knowledge of ethical violations and propose solutions for real-life research.

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Explores the steps of the scientific method, which is standard in all science disciplines
Taught by Mike Stadler, who is recognized for their work in research design
Develops understanding of research designs, which are core skills for psychology and related fields
Examines the history of ethical concerns about scientific research, which is highly relevant to psychology and other research-intensive fields
Uses a multi-modal format that may include videos, readings, and discussions, which helps learners engage with the material in different ways
Offers hands-on labs and interactive materials, which can help learners apply their knowledge and skills

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Quantitative Research Methods with these activities:
Review Statistical Analysis Techniques
Refresh your foundational knowledge of statistical analysis, such as mean, median, mode, standard deviation, statistical significance, and hypothesis testing.
Browse courses on Statistical Analysis
Show steps
  • Review notes and practice problems from previous statistics courses.
  • Take a practice test or quiz to assess your current understanding.
  • Watch online tutorials or videos on statistical concepts.
Show all one activities

Career center

Learners who complete Quantitative Research Methods will develop knowledge and skills that may be useful to these careers:
Research Scientist
Understanding the elements involved in the design of psychological research is essential for a Research Scientist. This course helps build a foundation in how to define and measure variables, sample groups of individuals, and control extraneous variables in the research setting. These skills are critical for the successful design and execution of research studies and help ensure the reliability and validity of results.
Data Analyst
Data Analysts play a crucial role in understanding and interpreting data, which is essential in psychological research. This course provides a solid understanding of the principles and methods of psychological research, including research design, data collection, and analysis. This knowledge helps Data Analysts evaluate the quality and validity of research findings and draw meaningful conclusions from data.
Statistician
Statisticians use statistical methods to analyze data and draw meaningful conclusions. This course provides a strong foundation in the statistical principles and methods commonly used in psychological research. By understanding the principles of sampling, validity, and reliability, Statisticians can effectively analyze and interpret research data, ensuring the accuracy and credibility of research findings.
Psychologist
Psychologists conduct research to understand human behavior and mental processes. This course provides a comprehensive understanding of the scientific method and research design, which is essential for conducting ethical and rigorous psychological research. The emphasis on ethical considerations in research ensures that Psychologists adhere to the highest ethical standards in their research practices.
Survey Researcher
Survey Researchers design and conduct surveys to collect data from a sample of individuals. This course provides a strong foundation in the principles and methods of survey research, including sampling, questionnaire design, and data analysis. By understanding the principles of validity and reliability, Survey Researchers can design and conduct surveys that yield accurate and meaningful data.
User Experience Researcher
User Experience Researchers conduct research to understand how users interact with products and services. This course provides a foundation in the principles and methods of psychological research, including research design, data collection, and analysis. By understanding the principles of sampling, validity, and reliability, User Experience Researchers can effectively evaluate and improve the user experience of products and services.
Market Researcher
Market Researchers conduct research to understand consumer behavior and market trends. This course provides a foundation in the principles and methods of psychological research, including research design, data collection, and analysis. By understanding the principles of sampling, validity, and reliability, Market Researchers can effectively analyze and interpret research findings to make informed decisions about marketing strategies.
Business Analyst
Business Analysts use data and research to analyze and improve business processes. This course provides a foundation in the principles and methods of psychological research, including research design, data collection, and analysis. By understanding the principles of sampling, validity, and reliability, Business Analysts can effectively analyze and interpret data to identify areas for improvement and develop effective business strategies.
Consultant
Consultants provide advice and guidance to organizations on a variety of topics, including business strategy, marketing, and human resources. This course provides a foundation in the principles and methods of psychological research, including research design, data collection, and analysis. By understanding the principles of sampling, validity, and reliability, Consultants can effectively analyze and interpret data to develop evidence-based recommendations for organizations.
Policy Analyst
Policy Analysts conduct research to inform policy decisions. This course provides a foundation in the principles and methods of psychological research, including research design, data collection, and analysis. By understanding the principles of sampling, validity, and reliability, Policy Analysts can effectively analyze and interpret data to develop evidence-based policy recommendations.
Program Evaluator
Program Evaluators assess the effectiveness of programs and interventions. This course provides a foundation in the principles and methods of psychological research, including research design, data collection, and analysis. By understanding the principles of sampling, validity, and reliability, Program Evaluators can effectively evaluate the impact of programs and interventions and make recommendations for improvement.
Educational Researcher
Educational Researchers conduct research to improve teaching and learning practices. This course provides a foundation in the principles and methods of psychological research, including research design, data collection, and analysis. By understanding the principles of sampling, validity, and reliability, Educational Researchers can effectively design and conduct research studies that yield meaningful and actionable results.
Healthcare Researcher
Healthcare Researchers conduct research to improve healthcare outcomes and patient care. This course provides a foundation in the principles and methods of psychological research, including research design, data collection, and analysis. By understanding the principles of sampling, validity, and reliability, Healthcare Researchers can effectively design and conduct research studies that yield meaningful and actionable results.
Social Worker
Social Workers provide support and services to individuals and families facing challenges. This course provides a foundation in the principles and methods of psychological research, including research design, data collection, and analysis. By understanding the principles of sampling, validity, and reliability, Social Workers can effectively evaluate the effectiveness of interventions and programs and develop evidence-based practices.
Journalist
Journalists research and report on current events and issues. This course provides a foundation in the principles and methods of psychological research, including research design, data collection, and analysis. By understanding the principles of sampling, validity, and reliability, Journalists can effectively evaluate the credibility of sources and report on research findings accurately and objectively.

Reading list

We've selected nine books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Quantitative Research Methods.
Provides a comprehensive overview of statistical power analysis. It covers topics such as the concepts of statistical power, the different types of statistical power analysis, and the interpretation of statistical power analysis results.
Is very frequently used in undergraduate courses at academic institutions around the world. While it is not exhaustive, it provides a strong and easy to digest background on many of the concepts needed to understand quantitative research. It can serve as a nice introduction to the topic for those who are new to it or may need a refresher.
This report contains the ethical principles that should guide the conduct of human subjects research. dives into greater detail on the ethical principles that IRBs and IACUCs enforce by law.
This guide provides detailed guidance on the ethical use of animals in research. It covers topics such as the selection of appropriate species, the design of experiments, and the care and handling of animals.
This article provides a provocative and challenging perspective on the reliability of published research findings. It argues that many published research findings are false and that the current system of scientific publishing is flawed.
Provides a comprehensive overview of meta-analysis. It covers topics such as the different types of meta-analysis, the methods for conducting a meta-analysis, and the interpretation of meta-analysis results.
Is an excellent companion to the course. If you are interested in learning a bit more about the statistical methods used in psychology, this book provides a practical overview. It provides helpful context for specific types of statistical methods when analyzing different data.
Provides an overview of the ethical principles that guide psychologists and mental health professionals. It covers topics such as confidentiality, informed consent, and conflicts of interest. The course description mentions how ethics play an invisible role in research. This useful reference for understanding what those ethical principles are.
Provides a comprehensive guide to experimental and quasi-experimental designs. It is widely used as a textbook in graduate-level research methods courses. However, this book is recommended as additional reading as the course description suggests that it goes over many of these designs.

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