Assessment Not Good Enough Good Very Good Score Criteria (0 score <6) (6 score <9) (9 score 10) Deep Demonstrate inadequate Understand concepts and Demonstrate sophisticated understanding of some methods relatively well, understanding for the concepts understanding of theory and its important concepts, methods analyze data using acceptable and methods; know the exact or their applications, e.g., methods although not scopes and possible limitations of applications, using qualitative choose wrong methods, perfect; be able to derive each method; show capability of conduct analysis useful information for using data analytics skills to make methods to answer business questions inappropriately, or interpret decision making. right business decision. results incorrectly. Implementation Use wrong techniques to Choose acceptable methods Use advanced techniques to analyze data, present to analyze data, conduct thorough and insightful and interpretation of data analysis inappropriate interpretations interpretations are sensible, analysis, interpret the results techniques or conclusions. derive useful results. correctly, draw right conclusions based on data analysis. Ability of solving Data is inadequate or Collect and document just Gather sufficient relevant data, unstructured. Use enough data, employ conduct data analytics using real-world problems using inappropriate methods to appropriate techniques to scientific methods, make analyze data, fail to retrieve retrieve insightful appropriate and powerful quantitative methods useful information. information from data, make connections between analysis and Suggestions are not reasonable recommendations. real-world problems, provide persuading. constructive guidance in decision making. Writing and Report is inadequately written Report is concise and clearly Report is well organized and presenting, and poorly organized. written. Analyze problems insightfully written, includes Analysis is insufficient. following scientific thorough and thoughtful details. especially on organization and Conclusions are strategies; provide useful Conclusions are convincing. unconvincing. suggestions with detailed communication explanation. Total Score Comments:
Assessment Criteria Not Good Enough (0 score <6) Good (6 score <9) Very Good (9 score 10) Score Deep understanding of theory and its applications, using qualitative methods to answer business questions Demonstrate inadequate understanding of some important concepts, methods or their applications, e.g., choose wrong methods, conduct analysis inappropriately, or interpret results incorrectly. Understand concepts and methods relatively well, analyze data using acceptable methods although not perfect; be able to derive useful information for decision making. Demonstrate sophisticated understanding for the concepts and methods; know the exact scopes and possible limitations of each method; show capability of using data analytics skills to make right business decision. Implementation and interpretation of data analysis techniques Use wrong techniques to analyze data, present inappropriate interpretations or conclusions. Choose acceptable methods to analyze data, interpretations are sensible, derive useful results. Use advanced techniques to conduct thorough and insightful analysis, interpret the results correctly, draw right conclusions based on data analysis. Ability of solving real-world problems using quantitative methods Data is inadequate or unstructured. Use inappropriate methods to analyze data, fail to retrieve useful information. Suggestions are not persuading. Collect and document just enough data, employ appropriate techniques to retrieve insightful information from data, make reasonable recommendations. Gather sufficient relevant data, conduct data analytics using scientific methods, make appropriate and powerful connections between analysis and real-world problems, provide constructive guidance in decision making. Writing and presenting, especially on organization and communication Report is inadequately written and poorly organized. Analysis is insufficient. Conclusions are unconvincing. Report is concise and clearly written. Analyze problems following scientific strategies; provide useful suggestions with detailed explanation. Report is well organized and insightfully written, includes thorough and thoughtful details. Conclusions are convincing. Total Score Comments:
510.650_AY18-19.docx