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Linda M Collins
and
Kate Guastaferro
This course is aimed at intervention scientists working in any area--including public health, education, criminal justice, and others—interested in learning about an innovative framework for conducting intervention research. This course will show you how to use the multiphase optimization strategy (MOST) to: streamline interventions by eliminating inactive components; identify the combination of components that offers the greatest effectiveness without exceeding a defined implementation budget; develop interventions for immediate scalability; look inside the “black box” to understand which intervention components work and which do not; and improve interventions programmatically over time. In this course you will relate the MOST framework to your research objectives; learn how MOST differs from the standard approach to intervention development and evaluation; learn how to complete the preparation and optimization phases of MOST; and become familiar with rigorous and highly efficient experimental designs that will enable you to examine the performance of individual intervention components.
Register for this course and see more details by visiting:
OpenCourser.com/course/qwn5dq/most
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What's inside
Syllabus
Module 1: MOST is a Different Way of Thinking
Module 2: The Preparation Phase: Laying the Foundation for Successful Optimization
Module 3: Introduction to the Optimization Trial
Read more
Syllabus
Module 1: MOST is a Different Way of Thinking
Module 2: The Preparation Phase: Laying the Foundation for Successful Optimization
Module 3: Introduction to the Optimization Trial
Read more
Module 4: Some Conceptual and Technical Aspects of the Factorial Experiment
Module 5: Rigorous and Responsible Conduct of Intervention Optimization Research
Final Assessment
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Suitable for those interested in streamlining interventions and improving their effectiveness without exceeding implementation budgets
Well-suited for intervention scientists in diverse fields seeking an innovative framework for conducting intervention research
Provides a rigorous and highly efficient experimental design methodology
Taught by experts in intervention science, Linda M Collins and Kate Guastaferro
Helps learners understand which intervention components are effective and which are not
Provides a clear roadmap for intervention development and evaluation
Save this course
Save MOST from a Conceptual Perspective to your list so you can find it easily later:
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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 MOST from a Conceptual Perspective with these
activities:
Review basic concepts of intervention research
Show steps
Review the fundamental principles and theories of intervention research to strengthen your understanding of the upcoming course material.
Browse courses on
Intervention Research
Show steps
-
Read assigned textbook chapters covering introductory concepts
-
Review lecture notes and slides from previous coursework
-
Complete online quizzes or practice questions
Identify a mentor with expertise in MOST or intervention optimization
Show steps
Having a mentor can provide you with valuable guidance and support as you navigate the complexities of MOST and intervention research.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
-
Identify potential mentors through professional networks or online platforms.
-
Reach out to potential mentors and express your interest in their expertise.
-
Meet with or communicate with your mentor regularly to seek advice and support.
Go over introductory materials on Multiphase Optimization Strategy (MOST)
Show steps
Review the basics of MOST to build a foundation for further study and application
Show steps
-
Visit the official MOST website and explore its resources
-
Read widely available articles and books on MOST
-
Watch video tutorials on MOST
17 other activities
Expand to see all activities and additional details
Show all 20 activities
Review core concepts in intervention science and experimental design
Show steps
Reviewing core concepts will strengthen your foundation and help you better understand the MOST framework.
Show steps
-
Identify key concepts in intervention science and experimental design.
-
Review textbooks, articles, or online resources on these concepts.
-
Complete practice problems or exercises to test your understanding.
Join a study group or discussion forum to discuss MOST concepts and applications
Show steps
Engaging with peers can provide you with different perspectives and enhance your understanding of the MOST framework.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
-
Identify a study group or discussion forum focused on MOST.
-
Participate actively in discussions and share your insights.
-
Seek feedback from your peers and consider their perspectives.
Learn about the MOST framework using interactive tutorials
Show steps
Engage with interactive tutorials to grasp the key principles and applications of the MOST framework, which will be central to the course content.
Browse courses on
Intervention Design
Show steps
-
Access online tutorials provided by the course instructors
-
Follow step-by-step demonstrations on how to use the MOST framework
-
Complete interactive exercises to apply your understanding
Complete practice problems in different phases of the MOST framework
Show steps
These practice problems will solidify your understanding of the MOST framework and how to apply it to optimize interventions.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
-
Identify the different phases of the MOST framework.
-
Solve practice problems for each phase.
-
Evaluate your solutions and identify areas for improvement.
Collaborate on Intervention Optimization
Show steps
Collaborating with peers will help you gain diverse perspectives on intervention optimization, learn from others' experiences, and improve your own optimization skills through peer feedback and discussion.
Browse courses on
Collaboration
Show steps
-
Find a group of peers who are also interested in intervention optimization.
-
Set up regular meetings to discuss your progress and share ideas.
-
Work together to optimize an intervention or set of interventions.
Join a study group or discussion forum dedicated to MOST
Show steps
Engage with peers to discuss MOST concepts, share insights, and learn from others
Browse courses on
Intervention Development
Show steps
-
Identify a study group or discussion forum related to MOST
-
Join the group and actively participate in discussions
-
Share your own ideas and experiences with MOST
Discuss the MOST framework with peers
Show steps
Engage in discussions with peers to exchange perspectives, clarify concepts, and deepen your understanding of the MOST framework.
Browse courses on
Intervention Design
Show steps
-
Form a study group or connect with classmates online
-
Prepare questions and discussion topics related to the MOST framework
-
Actively participate in group discussions and share insights
Create a visual representation of the MOST framework
Show steps
Solidify your understanding of the MOST framework by creating a visual representation, such as a diagram, infographic, or mind map.
Browse courses on
Visual Representation
Show steps
-
Identify the key components and principles of the MOST framework
-
Choose a visual representation format that suits your learning style
-
Create a visually appealing and informative representation of the MOST framework
Follow tutorials on using MOST for specific intervention areas
Show steps
These tutorials will provide you with hands-on experience in applying the MOST framework to real-world intervention scenarios.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
-
Identify intervention areas of interest.
-
Find tutorials or workshops on MOST for those areas.
-
Complete the tutorials or attend the workshops.
Create a study guide of key concepts covered in the course
Show steps
Reinforce your understanding of course materials and improve retention
Show steps
-
Review and summarize key concepts from each module
-
Make note flashcards or diagrams to aid in memorization
-
Organize your study guide for easy reference
Develop a proposal for a MOST-based intervention research project
Show steps
Writing a proposal will allow you to apply your knowledge of MOST and demonstrate your ability to design and conduct intervention research.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
-
Identify a research question or problem that can be addressed using MOST.
-
Develop a research design that incorporates the MOST framework.
-
Write a compelling proposal that outlines your research plan.
Practice designing interventions using the MOST framework
Show steps
Apply your knowledge of the MOST framework by practicing designing interventions for different scenarios, enhancing your problem-solving skills.
Browse courses on
Intervention Design
Show steps
-
Select a specific intervention topic or area
-
Use the MOST framework to develop a preliminary intervention design
-
Analyze and refine your design based on feedback from peers or instructors
Design a small-scale intervention using the MOST framework
Show steps
Apply the MOST framework to a real-world problem and gain hands-on experience
Browse courses on
Intervention Design
Show steps
-
Identify a specific issue or area where you would like to design an intervention
-
Define the goals and objectives of your intervention
-
Use the MOST framework to develop and optimize your intervention
-
Implement your intervention and collect data to evaluate its effectiveness
Develop a case study or white paper on an intervention you have optimized using MOST
Show steps
Creating a case study or white paper will allow you to synthesize your knowledge of the MOST framework and demonstrate your expertise in intervention optimization.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
-
Select an intervention you have optimized using MOST.
-
Gather data and evidence to support your case.
-
Write a compelling narrative that highlights the benefits of using MOST.
Participate in a hackathon or competition that challenges you to optimize an intervention using MOST
Show steps
Participating in a hackathon or competition will provide you with a unique opportunity to apply your MOST skills in a collaborative and competitive environment.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
-
Identify a hackathon or competition that focuses on MOST.
-
Form a team or work independently.
-
Develop an innovative intervention optimization solution.
Contribute to the development of the MOST framework
Show steps
Make a valuable contribution to the field of MOST by actively participating in its development
Browse courses on
Open Source
Show steps
-
Familiarize yourself with the open-source projects related to MOST
-
Identify areas where you can make a meaningful contribution
-
Collaborate with other developers and researchers to improve the MOST framework
Develop an intervention proposal using the MOST framework
Show steps
Demonstrate your mastery of the MOST framework by creating a comprehensive intervention proposal that outlines your research plan and intervention strategy.
Browse courses on
Intervention Design
Show steps
-
Identify a specific intervention topic or area
-
Develop an intervention design based on the MOST framework
-
Write a proposal document outlining your research objectives, methods, and expected outcomes
Review basic concepts of intervention research
Show steps
Review the fundamental principles and theories of intervention research to strengthen your understanding of the upcoming course material.
Browse courses on
Intervention Research
Show steps
Show steps
Show steps
- Read assigned textbook chapters covering introductory concepts
- Review lecture notes and slides from previous coursework
- Complete online quizzes or practice questions
Identify a mentor with expertise in MOST or intervention optimization
Show steps
Having a mentor can provide you with valuable guidance and support as you navigate the complexities of MOST and intervention research.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
Show steps
Show steps
- Identify potential mentors through professional networks or online platforms.
- Reach out to potential mentors and express your interest in their expertise.
- Meet with or communicate with your mentor regularly to seek advice and support.
Go over introductory materials on Multiphase Optimization Strategy (MOST)
Show steps
Review the basics of MOST to build a foundation for further study and application
Show steps
Show steps
Show steps
- Visit the official MOST website and explore its resources
- Read widely available articles and books on MOST
- Watch video tutorials on MOST
17 other activities
Expand to see all activities and additional details
Show all 20 activities
Review core concepts in intervention science and experimental design
Show steps
Reviewing core concepts will strengthen your foundation and help you better understand the MOST framework.
Show steps
Show steps
Show steps
- Identify key concepts in intervention science and experimental design.
- Review textbooks, articles, or online resources on these concepts.
- Complete practice problems or exercises to test your understanding.
Join a study group or discussion forum to discuss MOST concepts and applications
Show steps
Engaging with peers can provide you with different perspectives and enhance your understanding of the MOST framework.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
Show steps
Show steps
- Identify a study group or discussion forum focused on MOST.
- Participate actively in discussions and share your insights.
- Seek feedback from your peers and consider their perspectives.
Learn about the MOST framework using interactive tutorials
Show steps
Engage with interactive tutorials to grasp the key principles and applications of the MOST framework, which will be central to the course content.
Browse courses on
Intervention Design
Show steps
Show steps
Show steps
- Access online tutorials provided by the course instructors
- Follow step-by-step demonstrations on how to use the MOST framework
- Complete interactive exercises to apply your understanding
Complete practice problems in different phases of the MOST framework
Show steps
These practice problems will solidify your understanding of the MOST framework and how to apply it to optimize interventions.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
Show steps
Show steps
- Identify the different phases of the MOST framework.
- Solve practice problems for each phase.
- Evaluate your solutions and identify areas for improvement.
Collaborate on Intervention Optimization
Show steps
Collaborating with peers will help you gain diverse perspectives on intervention optimization, learn from others' experiences, and improve your own optimization skills through peer feedback and discussion.
Browse courses on
Collaboration
Show steps
Show steps
Show steps
- Find a group of peers who are also interested in intervention optimization.
- Set up regular meetings to discuss your progress and share ideas.
- Work together to optimize an intervention or set of interventions.
Join a study group or discussion forum dedicated to MOST
Show steps
Engage with peers to discuss MOST concepts, share insights, and learn from others
Browse courses on
Intervention Development
Show steps
Show steps
Show steps
- Identify a study group or discussion forum related to MOST
- Join the group and actively participate in discussions
- Share your own ideas and experiences with MOST
Discuss the MOST framework with peers
Show steps
Engage in discussions with peers to exchange perspectives, clarify concepts, and deepen your understanding of the MOST framework.
Browse courses on
Intervention Design
Show steps
Show steps
Show steps
- Form a study group or connect with classmates online
- Prepare questions and discussion topics related to the MOST framework
- Actively participate in group discussions and share insights
Create a visual representation of the MOST framework
Show steps
Solidify your understanding of the MOST framework by creating a visual representation, such as a diagram, infographic, or mind map.
Browse courses on
Visual Representation
Show steps
Show steps
Show steps
- Identify the key components and principles of the MOST framework
- Choose a visual representation format that suits your learning style
- Create a visually appealing and informative representation of the MOST framework
Follow tutorials on using MOST for specific intervention areas
Show steps
These tutorials will provide you with hands-on experience in applying the MOST framework to real-world intervention scenarios.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
Show steps
Show steps
- Identify intervention areas of interest.
- Find tutorials or workshops on MOST for those areas.
- Complete the tutorials or attend the workshops.
Create a study guide of key concepts covered in the course
Show steps
Reinforce your understanding of course materials and improve retention
Show steps
Show steps
Show steps
- Review and summarize key concepts from each module
- Make note flashcards or diagrams to aid in memorization
- Organize your study guide for easy reference
Develop a proposal for a MOST-based intervention research project
Show steps
Writing a proposal will allow you to apply your knowledge of MOST and demonstrate your ability to design and conduct intervention research.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
Show steps
Show steps
- Identify a research question or problem that can be addressed using MOST.
- Develop a research design that incorporates the MOST framework.
- Write a compelling proposal that outlines your research plan.
Practice designing interventions using the MOST framework
Show steps
Apply your knowledge of the MOST framework by practicing designing interventions for different scenarios, enhancing your problem-solving skills.
Browse courses on
Intervention Design
Show steps
Show steps
Show steps
- Select a specific intervention topic or area
- Use the MOST framework to develop a preliminary intervention design
- Analyze and refine your design based on feedback from peers or instructors
Design a small-scale intervention using the MOST framework
Show steps
Apply the MOST framework to a real-world problem and gain hands-on experience
Browse courses on
Intervention Design
Show steps
Show steps
Show steps
- Identify a specific issue or area where you would like to design an intervention
- Define the goals and objectives of your intervention
- Use the MOST framework to develop and optimize your intervention
- Implement your intervention and collect data to evaluate its effectiveness
Develop a case study or white paper on an intervention you have optimized using MOST
Show steps
Creating a case study or white paper will allow you to synthesize your knowledge of the MOST framework and demonstrate your expertise in intervention optimization.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
Show steps
Show steps
- Select an intervention you have optimized using MOST.
- Gather data and evidence to support your case.
- Write a compelling narrative that highlights the benefits of using MOST.
Participate in a hackathon or competition that challenges you to optimize an intervention using MOST
Show steps
Participating in a hackathon or competition will provide you with a unique opportunity to apply your MOST skills in a collaborative and competitive environment.
Browse courses on
Multiphase Optimization Strategy (MOST)
Show steps
Show steps
Show steps
- Identify a hackathon or competition that focuses on MOST.
- Form a team or work independently.
- Develop an innovative intervention optimization solution.
Contribute to the development of the MOST framework
Show steps
Make a valuable contribution to the field of MOST by actively participating in its development
Browse courses on
Open Source
Show steps
Show steps
Show steps
- Familiarize yourself with the open-source projects related to MOST
- Identify areas where you can make a meaningful contribution
- Collaborate with other developers and researchers to improve the MOST framework
Develop an intervention proposal using the MOST framework
Show steps
Demonstrate your mastery of the MOST framework by creating a comprehensive intervention proposal that outlines your research plan and intervention strategy.
Browse courses on
Intervention Design
Show steps
Show steps
Show steps
- Identify a specific intervention topic or area
- Develop an intervention design based on the MOST framework
- Write a proposal document outlining your research objectives, methods, and expected outcomes
Career center
Learners who complete MOST from a Conceptual Perspective will develop knowledge and skills
that may be useful to these careers:
Intervention Scientist
Intervention Scientist
Intervention Scientists design and evaluate interventions to address a wide range of social and behavioral issues. This course provides a comprehensive understanding of the MOST framework, enabling Intervention Scientists to develop and refine interventions with greater precision and effectiveness.
Public Health Researcher
Public Health Researcher
Public Health Researchers conduct research to identify and address public health issues, such as chronic diseases, environmental hazards, and infectious diseases. This course provides a valuable framework for developing and evaluating public health interventions, enabling Public Health Researchers to create more effective programs that improve health outcomes.
Criminal Justice Researcher
Criminal Justice Researcher
Criminal Justice Researchers conduct research to understand and address crime and criminal behavior. This course provides a rigorous framework for evaluating criminal justice interventions, enabling Criminal Justice Researchers to develop and test strategies that reduce crime and improve public safety.
Program Evaluator
Program Evaluator
Program Evaluators assess the effectiveness of programs and interventions. This course provides a comprehensive framework for intervention evaluation, enabling Program Evaluators to design and conduct rigorous evaluations that provide actionable insights.
Epidemiologist
Epidemiologist
Epidemiologists investigate the causes and patterns of disease in populations. This course provides a framework for understanding and optimizing interventions, helping Epidemiologists develop and evaluate strategies to prevent and control diseases.
Education Researcher
Education Researcher
Education Researchers conduct research to improve teaching and learning methods in educational settings. This course provides a systematic approach to intervention development and evaluation, helping Education Researchers design and implement effective educational interventions that enhance student outcomes.
Behavior Analyst
Behavior Analyst
Behavior Analysts assess and modify behavior to improve social skills and reduce problem behaviors. This course provides a framework for developing and evaluating interventions, enabling Behavior Analysts to create and implement effective behavioral interventions.
Social Worker
Social Worker
Social Workers provide support and assistance to individuals and families facing challenges. This course provides a framework for developing and evaluating interventions, enabling Social Workers to create tailored interventions that address the specific needs of their clients.
Health Educator
Health Educator
Health Educators design and implement programs to promote health and prevent disease. This course provides a systematic approach to intervention development and evaluation, helping Health Educators create and deliver effective health education programs.
Clinical Research Associate
Clinical Research Associate
Clinical Research Associates conduct and manage clinical trials to evaluate the safety and effectiveness of new drugs and treatments. This course provides a strong foundation for understanding the principles of intervention research and experimental design. The knowledge gained from this course can help Clinical Research Associates develop and optimize clinical trials, ensuring the production of high-quality data.
Research Scientist
Research Scientist
Research Scientists conduct research in various fields, including medicine, engineering, and social sciences. This course provides a solid foundation in intervention research design and evaluation, enabling Research Scientists to design and conduct rigorous studies that advance knowledge and solve real-world problems.
Statistician
Statistician
Statisticians collect, analyze, and interpret data to inform decision-making. This course provides a framework for understanding and optimizing interventions. The knowledge gained from this course can help Statisticians design and analyze experiments to evaluate the effectiveness of interventions.
Project Manager
Project Manager
Project Managers plan, execute, and close projects. This course provides a structured approach to intervention development and optimization, enabling Project Managers to manage intervention projects effectively and ensure successful outcomes.
Policy Analyst
Policy Analyst
Policy Analysts research, analyze, and develop policies to address public issues. This course provides a framework for evaluating the effectiveness of policies, enabling Policy Analysts to develop and advocate for evidence-based policies that improve society.
Data Analyst
Data Analyst
Data Analysts collect, analyze, and interpret data to inform decision-making. This course provides a framework for understanding and optimizing interventions. The knowledge gained from this course can help Data Analysts evaluate the effectiveness of interventions and identify areas for improvement.
For more career information including salaries, visit:
OpenCourser.com/course/qwn5dq/most
Reading list
We've selected ten 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
MOST from a Conceptual Perspective.
This well-known textbook in the field of experimental design would serve as an excellent supplemental reference on the topic.
This comprehensive reference book that covers a wide range of advanced statistical techniques.
Provides a comprehensive coverage of linear models, with a focus on advanced topics and implementation in R.
Save
Would serve as an excellent background reference text for the advanced statistical methods used in MOST.
This classic textbook in the field of causal inference should be of great value in the Optimization Trial phase of MOST.
Covers the theoretical foundations of optimization, including linear programming and dynamic programming, which are relevant to the optimization phase of MOST.
Provides a comprehensive overview of the research methods used in social work. It valuable resource for students and researchers in social work, psychology, and other health-related fields.
Would be of interest to researchers who are working with longitudinal data.
Provides an introduction to Bayesian statistics, with a focus on applications in the social sciences.
Is only moderately related to the topic of the course, and would serve mostly to provide additional background knowledge.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/qwn5dq/most
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Level
Intermediate
Via
Coursera
Institution
New York University
Instructors
Linda M Collins
Kate Guastaferro
Language
English
Good to know
Suitable for those interested in streamlining interventions and improving their effectiveness without exceeding implementation budgets
Well-suited for intervention scientists in diverse fields seeking an innovative framework for conducting intervention research
Provides a rigorous and highly efficient experimental design methodology
Taught by experts in intervention science, Linda M Collins and Kate Guastaferro
Helps learners understand which intervention components are effective and which are not
Provides a clear roadmap for intervention development and evaluation
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