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1 Cert Behavioral Statistics ( ) Program Information Point of Contact Marianna Linz Support for University and College Missions Marshall University is a multi campus public university providing innovative undergraduate and graduate education that contributes to the development of society and the individual. The University actively facilitates learning through the preservation, discovery, synthesis, and dissemination of knowledge. University Mission Programs must state their Program Mission and specify how this mission supports both the University's Mission as well as any Mission that the College the Program is housed under happens to have. College Mission The College of Liberal Arts is committed to excellence in higher education. We have the responsibility to preserve, transmit, interpret, and create knowledge in an environment of free inquiry and expression. We will provide instruction that forms the core of the undergraduate curriculum for all Marshall University students so they may think critically and imaginatively, communicate effectively, and understand various dimensions of human experience. Within the disciplines of the college we will provide specialized instruction for undergraduate and graduate students, enabling them to develop the intellectual and moral abilities to live autonomous, sensitive, productive lives. We will be active scholars who contribute to the wider academic community. We will continue to use our expertise in the service of others. Program Mission The Graduate Certificate in Behavioral Statistics offers a comprehensive array of statistical tools and analyses that will enable those who complete the certificate both private and public sector opportunity. The certificate represents a balance between the large sample parametric statistics of experimental design [ANOVA] and regression and the areas of nonparametric and small or single subject design. Support for College Mission The Certificate Program supports the College Mission by encourage graduates to utilize critical thinking skills to empirically address practical problems. The use of such tools can better inform solutions to social problems. Support for University Mission The Certificate supports the University Mission by encouraging graduates to utilize their data analytic skills to aid in the development of society.

2 Learning Outcomes Students will evaluate and integrate psychological concepts and quantitative techniques. Assessment Point 1 Embedded Assessment Expected Benchmark Level PSY 517 Data Analysis Project Capstone Assessment Point 2 Embedded Assessment Expected Benchmark Level PSY 692 Final Research Proposal Advanced Students will evaluate and integrate basic research methods psychology, research design, data analysis, and interpretation Assessment Point 1 Embedded Assessment Expected Benchmark Level PSY 517 Data Analysis Project Capstone Assessment Point 2 Embedded Assessment Expected Benchmark Level PSY 692 Final Research Proposal Advanced

3 Students will develop information competence and the ability to use computers and other technology for many purposes Assessment Point 1 Embedded Assessment Expected Benchmark Level PSY 517 Data Analysis Project Capstone Assessment Point 2 Embedded Assessment Expected Benchmark Level PSY 623 Data Analysis Project Advanced

4 Rubrics Students will evaluate and integrate psychological concepts and quantitative techniques. Trait Introductory Milestone Capstone Advanced Terminology Describe how tools, technologies, and methods in the field. Illustrate a complex question. Demonstrate fluency in the use of tools, technologies, and methods in the field. Evaluate a complex question. Integrate the major theories, research methods, and approaches to inquiry Articulate approaches to Evaluate approaches to Adapt approaches to complex Analytics problems in the field of of psychology. of psychology. psychology. Quantitative Fluency Compare valid arguments using mathematical reasoning Compare valid arguments using mathematical reasoning. Construct valid arguments using mathematical reasoning.

5 Students will evaluate and integrate basic research methods psychology, research design, data analysis, and interpretation Trait Introductory Milestone Capstone Advanced Discuss a complex question or Assess a complex question or Construct a complex question Terminology challenge using scholarship from the student's major field challenge using scholarship from the student's major field or challenge using scholarship from the student's major field and at least one other. and at least one other. and at least one other. Articulate approaches to Evaluate approaches to Adapt approaches to complex Analytics problems in the field of of psychology. of psychology psychology. Quantitative Fluency Apply accurate calculations and test valid arguments using mathematical reasoning. Compare accurate calculations and valid arguments using mathematical reasoning. Construct accurate calculations and valid arguments using mathematical reasoning.

6 Students will develop information competence and the ability to use computers and other technology for many purposes Trait Introductory Milestone Capstone Advanced Assemble information from Information Resources Demonstrate use of information resources, technology, and programs; cite examples of resources. Analyze information from multiple resources; question relative merits of competing resources with respect to clearly articulated standards. multiple resources; integrate citations appropriately; evaluate the relative merits of competing resources with respect to clearly articulated standards. Outline a coherent argument Evaluate a sustained, coherent Develop a sustained, coherent Communication Fluency and/or presentation for interdisciplinary and discipline argument and/or presentation for interdisciplinary and argument and/or presentation for interdisciplinary and specific audiences. discipline specific audiences. discipline specific audiences. Terminology Describe how tools, technologies, and methods in the field. Illustrate a complex question. Demonstrate fluency in the use of tools, technologies, and methods in the field. Evaluate a complex question. Integrate the major theories, research methods, and approaches to inquiry.

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