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"description": "<p><span>Become a stronger consumer and producer of research with UCF’s Research Methods, Measurement and Quantitative Data Analysis graduate certificate. The nine-credit program, open to students from any field, offers a robust introduction to quantitative research methods, measurement principles and quantitative data analysis techniques. With the option to complete the certificate fully online, you can develop valuable research skills from anywhere.</span> </p>\r\n<p><span>Through a three-course sequence, students learn to complete the research process from start to finish. Coursework emphasizes formulating research questions, designing empirical studies, selecting appropriate measurement tools, and analyzing data using descriptive and inferential statistics. You will also develop the ability to communicate findings clearly and accurately in alignment with professional and academic standards.</span> </p>\r\n<p><span>In today’s information</span><span>‑</span><span>rich environment, the ability to understand and produce high</span><span>‑</span><span>quality research sets you apart. Whether you are looking to strengthen your academic background, prepare for a master’s or doctoral program, or gain analytical competencies valued across industries, this certificate offers preparation that enhances both academic and professional success.</span></p>\r\n<p><strong>Courses:</strong></p>\r\n<ul>\r\n<li>Fundamentals of Graduate Research in Education (EDF 6481)<span>: Develop a strong foundation in education research through critical review and analysis of research literature. The course introduces effective use of academic library resources and introduces the concepts of research design and data analysis.</span><strong> </strong></li>\r\n<li>Measurement and Evaluation in Education (EDF 6432): <span>Explore key concepts of measurement and evaluation, classroom test construction, creation and use of derived scores, selection and use of published measurement instruments, and current issues.</span></li>\r\n<li><span> </span>Statistics for Educational Data (EDF 6401):<strong><span> </span></strong><span>Gain practical skills in analyzing data. Topics include descriptive and inferential statistics, as well as methods for interpretating results.</span></li>\r\n</ul>\r\n<ul></ul>",
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"description": "<p>The Research Methods, Measurement, and Quantitative Data Analysis Graduate Certificate provides foundational coursework for students from any discipline to develop skills in research, measurement, and quantitative methods, allowing them to become a better consumer and producer of research. This certificate is a nine-credit hour credential that introduces students to the research process and prepares them with start-to-finish skills to develop a research question, conceptualize and design an empirical research study, understand test creation and appropriately select measurement instruments, use derived scores to measure the desired outcome, and rigorously analyze data and interpret results from the research using descriptive and inferential statistics.</p><p>Students earning the Research Methods, Measurement, and Quantitative Data Analysis Graduate Certificate will acquire the following skills:</p><ol> <li>identify theories, constructs, and variables</li> <li>define and delimit a research question</li> <li>explain the logic of hypothesis testing and identify appropriate analytical strategies for research strategies</li> <li>identify and apply measurement in research</li> <li>create assessment items</li> <li>calculate and interpret derived scores</li> <li>calculate and interpret item analysis procedures</li> <li>develop performance instruments</li> <li>identify and distinguish norm- and criterion-referenced tests</li> <li>identify characteristics and uses of standardized tests</li> <li>interpret standardized test scores</li> <li>identify sources of available published tests and assessments</li> <li>recognize and describe the nature and purpose of various research designs</li> <li>understand concepts of and identify and distinguish types of reliability and validity</li> <li>identify threats to internal and external validity</li> <li>describe methods for collecting data</li> <li>organize and summarize data using descriptive statistics</li> <li>describe measurement reliability and validity</li> <li>apply, calculate, and interpret univariate statistical procedures</li> <li>use statistical software for computing univariate statistics</li> </ol><p><strong>Please note:</strong> This Certificate may be completed online. Newly admitted students choosing to complete this program exclusively via UCF online classes may enroll with a reduction in campus-based fees. International students (F or J visa) are required to enroll in a full-time course load of 9 credit hours during the fall and spring semesters. Only 3 of the 9 credit hours may be taken in a completely online format. For a detailed listing of enrollment requirements for international students, please visit <a href=\"http://global.ucf.edu/\">UCF Global</a>. If you have questions, please consult UCF Global at (407) 823-2337. UCF is not authorized to provide online courses or instruction to students in some states. Refer to <a href=\"https://online.ucf.edu/learn-online/prospective/state-restrictions/\">State Restrictions</a> for current information.</p>",
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"description": "<p>The Research Methods, Measurement, and Quantitative Data Analysis Graduate Certificate provides foundational coursework for students from any discipline to develop skills in research, measurement, and quantitative methods, allowing them to become a better consumer and producer of research. This certificate is a nine-credit hour credential that introduces students to the research process and prepares them with start-to-finish skills to develop a research question, conceptualize and design an empirical research study, understand test creation and appropriately select measurement instruments, use derived scores to measure the desired outcome, and rigorously analyze data and interpret results from the research using descriptive and inferential statistics.</p><p>Students earning the Research Methods, Measurement, and Quantitative Data Analysis Graduate Certificate will acquire the following skills:</p><ol> <li>identify theories, constructs, and variables</li> <li>define and delimit a research question</li> <li>explain the logic of hypothesis testing and identify appropriate analytical strategies for research strategies</li> <li>identify and apply measurement in research</li> <li>create assessment items</li> <li>calculate and interpret derived scores</li> <li>calculate and interpret item analysis procedures</li> <li>develop performance instruments</li> <li>identify and distinguish norm- and criterion-referenced tests</li> <li>identify characteristics and uses of standardized tests</li> <li>interpret standardized test scores</li> <li>identify sources of available published tests and assessments</li> <li>recognize and describe the nature and purpose of various research designs</li> <li>understand concepts of and identify and distinguish types of reliability and validity</li> <li>identify threats to internal and external validity</li> <li>describe methods for collecting data</li> <li>organize and summarize data using descriptive statistics</li> <li>describe measurement reliability and validity</li> <li>apply, calculate, and interpret univariate statistical procedures</li> <li>use statistical software for computing univariate statistics</li> </ol><p><strong>Please note:</strong> This Certificate may be completed online. Newly admitted students choosing to complete this program exclusively via UCF online classes may enroll with a reduction in campus-based fees. International students (F or J visa) are required to enroll in a full-time course load of 9 credit hours during the fall and spring semesters. Only 3 of the 9 credit hours may be taken in a completely online format. For a detailed listing of enrollment requirements for international students, please visit <a href=\"http://global.ucf.edu/\">UCF Global</a>. If you have questions, please consult UCF Global at (407) 823-2337. UCF is not authorized to provide online courses or instruction to students in some states. Refer to <a href=\"https://online.ucf.edu/learn-online/prospective/state-restrictions/\">State Restrictions</a> for current information.</p><h2>Program Prerequisites</h2><p>Admission is open to those with a bachelor's degree or more advanced degree from an accredited institution recognized by UCF.</p><h2>Degree Requirements</h2>9 Total Credits <ul><li>Complete all of the following<ul><li>Complete at least 1 of the following: <ul><li>EDF6401 - Statistics for Educational Data (3)</li><li>EDF7403 - Quantitative Methods I (3)</li></ul></li><li>Complete the following: <ul><li>EDF6481 - Fundamentals of Graduate Research in Education (3)</li><li>EDF6432 - Measurement and Evaluation in Education (3)</li></ul></li></ul></li></ul><h3>Grand Total Credits: <strong>9</strong></h3><h2>Financial Information</h2><p>Graduate students may receive financial assistance through fellowships, assistantships, tuition support, or loans. For more information, see the College of Graduate Studies Funding website, which describes the types of financial assistance available at UCF and provides general guidance in planning your graduate finances. The Financial Information section of the Graduate Catalog is another key resource.</p><h2>Fellowship Information</h2><p>Fellowships are awarded based on academic merit to highly qualified students. They are paid to students through the Office of Student Financial Assistance, based on instructions provided by the College of Graduate Studies. Fellowships are given to support a student's graduate study and do not have a work obligation. For more information, see UCF Graduate Fellowships, which includes descriptions of university fellowships and what you should do to be considered for a fellowship.</p>",
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"description": "<p>The Research Methods, Measurement, and Quantitative Data Analysis Graduate Certificate provides foundational coursework for students from any discipline to develop skills in research, measurement, and quantitative methods, allowing them to become a better consumer and producer of research. This certificate is a nine-credit hour credential that introduces students to the research process and prepares them with start-to-finish skills to develop a research question, conceptualize and design an empirical research study, understand test creation and appropriately select measurement instruments, use derived scores to measure the desired outcome, and rigorously analyze data and interpret results from the research using descriptive and inferential statistics.</p> <p>Students earning the Research Methods, Measurement, and Quantitative Data Analysis Graduate Certificate will acquire the following skills:</p> <ol> <li>identify theories, constructs, and variables</li> <li>define and delimit a research question</li> <li>explain the logic of hypothesis testing and identify appropriate analytical strategies for research strategies</li> <li>identify and apply measurement in research</li> <li>create assessment items</li> <li>calculate and interpret derived scores</li> <li>calculate and interpret item analysis procedures</li> <li>develop performance instruments</li> <li>identify and distinguish norm- and criterion-referenced tests</li> <li>identify characteristics and uses of standardized tests</li> <li>interpret standardized test scores</li> <li>identify sources of available published tests and assessments</li> <li>recognize and describe the nature and purpose of various research designs</li> <li>understand concepts of and identify and distinguish types of reliability and validity</li> <li>identify threats to internal and external validity</li> <li>describe methods for collecting data</li> <li>organize and summarize data using descriptive statistics</li> <li>describe measurement reliability and validity</li> <li>apply, calculate, and interpret univariate statistical procedures</li> <li>use statistical software for computing univariate statistics</li> </ol><p><strong>Please note:</strong> This Certificate may be completed online. Newly admitted students choosing to complete this program exclusively via UCF online classes may enroll with a reduction in campus-based fees. International students (F or J visa) are required to enroll in a full-time course load of 9 credit hours during the fall and spring semesters. Only 3 of the 9 credit hours may be taken in a completely online format. For a detailed listing of enrollment requirements for international students, please visit <a href=\"http://global.ucf.edu/\">UCF Global</a>. If you have questions, please consult UCF Global at (407) 823-2337. UCF is not authorized to provide online courses or instruction to students in some states. Refer to <a href=\"https://online.ucf.edu/learn-online/prospective/state-restrictions/\">State Restrictions</a> for current information.</p>",
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"description": "<h1>Program Prerequisites</h1><p>Admission is open to those with a bachelor's degree or more advanced degree from an accredited institution recognized by UCF.</p><h1>Degree Requirements</h1><div><section><header data-test=\"grouping-0-header\"><div><h2 data-testid=\"grouping-label\"><span></span></h2></div><div><span>9</span><span>Total Credits</span></div><div><div><button aria-label=\"Collapse\"><i></i></button></div></div></header><div><div><ul><li><span>Complete <!-- -->all<!-- --> of the following</span><ul><li data-test=\"ruleView-A\"><div data-test=\"ruleView-A-result\">Complete at least <span>1</span> of the following: <div><ul style=\"margin-top:5px;margin-bottom:5px\"><li><span><a href=\"#/courses/view/60ca6aa200f827051c140e24\" target=\"_blank\">EDF6401</a> <!-- -->-<!-- --> <!-- -->Statistics for Educational Data<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/67b38b1a34e91e00121650b5\" target=\"_blank\">EDF7403</a> <!-- -->-<!-- --> <!-- -->Quantitative Methods I<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li></ul></div></div></li><li data-test=\"ruleView-B\"><div data-test=\"ruleView-B-result\">Complete the following: <div><ul style=\"margin-top:5px;margin-bottom:5px\"><li><span><a href=\"#/courses/view/60ca6aa1e6bc7983aa73e4f6\" target=\"_blank\">EDF6481</a> <!-- -->-<!-- --> <!-- -->Fundamentals of Graduate Research in Education<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca6aa15a15835b379e6cbf\" target=\"_blank\">EDF6432</a> <!-- -->-<!-- --> <!-- -->Measurement and Evaluation in Education<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li></ul></div></div></li></ul></li></ul></div></div></section><h3>Grand Total Credits:<!-- --> <strong>9</strong></h3></div><h1>Financial Information</h1><p>Graduate students may receive financial assistance through fellowships, assistantships, tuition support, or loans. For more information, see the College of Graduate Studies Funding website, which describes the types of financial assistance available at UCF and provides general guidance in planning your graduate finances. The Financial Information section of the Graduate Catalog is another key resource.<br /><br /></p> <p><strong>UCF Student Financial Assistance</strong><br />Millican Hall 120<br />Telephone: 407-823-2827<br />Appointment Line: 407-823-5285<br />Fax: 407-823-5241<br />finaid@ucf.edu<br /><a href=\"http://finaid.ucf.edu\">http://finaid.ucf.edu</a> </p><h1>Fellowship Information</h1><p>Fellowships are awarded based on academic merit to highly qualified students. They are paid to students through the Office of Student Financial Assistance, based on instructions provided by the College of Graduate Studies. Fellowships are given to support a student's graduate study and do not have a work obligation. For more information, see UCF Graduate Fellowships, which includes descriptions of university fellowships and what you should do to be considered for a fellowship.</p> <br /> <p><strong>Grad Fellowships</strong><br />Telephone: 407-823-0127<br />gradfellowship@ucf.edu<br /><a href=\"https://graduate.ucf.edu/funding/\">https://graduate.ucf.edu/funding/</a> </p>",
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