Common use of DATA COLLECTION AND ANALYSIS Clause in Contracts

DATA COLLECTION AND ANALYSIS. The goal of this task is to collect operational data from the project, to analyze that data for economic and environmental impacts, and to include the data and analysis in the Final Report. • Collect and provide at least 12 months of throughput, usage, and operations data from the project including, but not limited to: o Draft and Final Data Collection Plan Outlines. o Performance metrics including, but not limited to course baseline data, attendance, training agenda, total time trained, training topics, duration of training sessions, tests and exams, surveys, job placement, outreach objectives and outcomes, completion rates, participation rates, and certificates of completion. o Qualitative and quantitative information including but not limited to photographs, testimonials, videos, spreadsheets, data, and modeling. o Key workforce and training issues encountered and describe the resolution of the issues. o Trainee, participant, and attendee demographic and ethnicity information. o Jobs, employment, and economic impact as a direct result of the project. o Trainee occupations, skills, and wage rates. o Job market(s) that support ▇▇▇ technologies. Compare the job market and status from the time of the original project proposal to the time of the project’s completion. o Baseline data. o Job placement. o List of Project Collaborators, including, but not limited, to, SME, industry partners, project partners, and key stakeholders. o LIC/DAC participation and results. • Collect data, information, and analysis described above and include in the Final Report. • Compare any project performance and expectations provided in the proposal to CEC with actual project performance and accomplishments. • Discuss recommendations. • Draft Data Collection Plan Outline • Final Data Collection Plan Outline • List of Project Collaborators • Final Report

DATA COLLECTION AND ANALYSIS. The goal of this task is to collect operational data from the project, to analyze that data for economic and environmental impacts, and to include the data and analysis in the Final Report. • Collect and provide at least 12 months of throughput, usage, and operations data from the project including, but not limited to: o Draft and Final Data Collection Plan Outlines. o Performance metrics Metrics including, but not limited to to, course baseline data, attendance, training agenda, total time trained, training topics, duration of training sessions, tests and exams, surveys, job placement, outreach objectives and outcomes, completion rates, participation rates, and certificates of completion. o Qualitative and quantitative information including including, but not limited to to, photographs, testimonials, videos, spreadsheets, data, and modeling. o Key workforce and training issues encountered and describe the resolution of the issues. o Trainee, participant, and attendee demographic and ethnicity information. o Jobs, employment, and economic impact as a direct result of the project. o Trainee occupations, skills, and wage rates. o Job market(s) that support ▇▇▇ technologies. Compare the job market and status from the time of the original project proposal to the time of the project’s completion. o Baseline Course baseline data, including, but not limited to registration, attendance, performance, and results. o Job placement. o List of Project Collaborators, including, but not limited, to, SMESMEs, industry partners, project partners, and key stakeholders, and other project collaborators. o LICDAC/DAC LIC participation and results. • Collect data, information, and analysis described above and include in the Final Report. • Compare any project performance and expectations provided in the proposal to CEC with actual project performance and accomplishments. • Discuss recommendations. • Draft Data Collection Plan Outline • Final Data Collection Plan Outline • Performance Metrics • List of Project Collaborators SMEs etc. • Data collection information and analysis of all items listed above will be included in the Final Report

DATA COLLECTION AND ANALYSIS. The goal of this task is to collect operational data from the project, to analyze that data for economic and environmental impacts, and to include the data and analysis in the Final Report. • Collect and provide at least 12 months of throughput, usage, and operations data from the project including, but not limited to: o Draft Initial and Final Revised Data Collection Plan OutlinesOutline. o Performance metrics including, but not limited to to, course baseline data, attendance, training agenda, total time trained, training topics, duration of training sessions, tests and exams, surveys, job placement, outreach objectives and outcomes, completion rates, participation rates, and certificates of completion. o Qualitative and quantitative information including including, but not limited to to, photographs, testimonials, videos, spreadsheets, data, and modeling. o Key workforce and training issues encountered and describe a description of the resolution of the issues. o Trainee, participant, and attendee demographic and ethnicity information. o Jobs, employment, and economic impact as a direct result of the project. o Trainee occupations, skills, and wage rates. o Job market(s) that support ▇▇▇ technologies. Compare the job market and status from the time of the original project proposal to the time of the project’s completion. o Baseline data. o Job placement. o List of Project Collaborators, including, but not limited, to, SMEsubject matter experts, industry partners, project partners, and key stakeholders, and other project collaborators. o LIC/DAC participation and results. • Collect all data, information, and analysis described above and include in the Final Report. • Compare any project performance and expectations provided in the proposal to CEC with actual project performance and accomplishments, in the Final Report. • Discuss recommendationsrecommendations in the Final Report. • Draft Initial Data Collection Plan Outline • Revised Data Collection Plan Outline • Final Data Collection Plan Outline • List of Project Collaborators • Final Report

DATA COLLECTION AND ANALYSIS. The goal of this task is to collect operational data from the project, to analyze that data for economic and environmental impacts, and to include the data and analysis in the Final Report. • Collect and provide at least 12 months of throughput, usage, and operations data from the project including, but not limited to: o Draft and Final Data Collection Plan Outlinesfinal data collection plan outline. o Performance metrics including, but not limited to course baseline data, attendance, training agenda, total time trained, training topics, duration of training sessions, tests and exams, surveys, job placement, outreach objectives and outcomes, completion rates, participation rates, and certificates of completion. o Qualitative and quantitative information including including, but not limited to to, photographs, testimonials, videos, spreadsheets, data, and modeling. o Key workforce and training issues encountered and describe the resolution of the issues. o Trainee, participant, and attendee demographic and ethnicity information. o Jobs, employment, and economic impact as a direct result of the project. o Trainee occupations, skills, and wage rates. o Job market(s) that support ▇▇▇ technologies. Compare the job market and status from the time of the original project proposal to the time of the project’s completion. o Baseline data. o Job placement. o List of Project Collaborators, including, but not limited, to, SME, industry partners, project partners, and key stakeholders, and other project collaborators. o LIC/DAC participation and results. • Collect data, information, and analysis described above and include in the Final Report. • Compare any project performance and expectations provided in the proposal to CEC with actual project performance and accomplishments. • Discuss recommendations. • Draft Data Collection Plan Outline • Final Data Collection Plan Outline • List of Project Collaborators • Final Report

DATA COLLECTION AND ANALYSIS. The goal of this task is to collect operational data from the project, to analyze that data for economic and environmental impacts, and to include the data and analysis in the Final Report. • Collect and provide at least 12 months of throughput, usage, and operations data from the project including, but not limited to: o Draft and Final Data Collection Plan Outlines. o Performance metrics Metrics, including, but not limited to course baseline data, attendance, training agenda, total time trained, training topics, duration of training sessions, tests and exams, surveys, job placement, outreach objectives and outcomes, completion rates, participation rates, and certificates of completion. o Qualitative and quantitative information information, including, but not limited to, including but not limited to photographs, testimonials, videos, spreadsheets, data, and modeling. o Key workforce and training issues encountered and describe the resolution of the issues. o Trainee, participant, and attendee demographic and ethnicity information. o Jobs, employment, and economic impact as a direct result of the project. o Trainee occupations, skills, and wage rates. o Job market(s) that support ▇▇▇ technologies. Compare the job market and status from the time of the original project proposal to the time of the project’s completion. o Baseline data. o Job placement. o List of Project Collaborators, including, but not limited, to, SMESMEs, industry partners, project partners, and key stakeholders, and other project collaborators. o LIC/DAC participation and results. • Provide a Final Project Expenditure Plan Update that shall include actual expenses incurred by the Project. • Collect data, information, and analysis described above and include in the Final Report. • Compare any project performance and expectations provided in the proposal to CEC with actual project performance and accomplishments. • Discuss recommendations. • Draft Data Collection Plan Outline • Final Data Collection Plan Outline • Final Project Expenditure Plan Update • List of Project Collaborators • Data collection information and analysis will be included in the Final Report

DATA COLLECTION AND ANALYSIS. The goal of this task is to collect operational data from the project, to analyze that data for economic and environmental impacts, and to include the data and analysis in the Final Report. • Collect and provide at least 12 months of throughput, usage, and operations data from the project including, but not limited to: o Draft and Final Data Collection Plan Outlinesfinal data collection plan outline. o Performance metrics including, but not limited to course baseline data, attendance, training agenda, total time trained, training topics, duration of training sessions, tests and exams, surveys, job placement, outreach objectives and outcomes, completion rates, participation rates, and certificates of completion. o Qualitative and quantitative information including including, but not limited to to, photographs, testimonials, videos, spreadsheets, data, and modeling. o Key workforce and training issues encountered and describe the resolution of the issues. o Trainee, participant, and attendee demographic and ethnicity information. o Jobs, employment, and economic impact as a direct result of the project. o Trainee occupations, skills, and wage rates. o Job market(s) that support ▇▇▇ technologies. Compare the job market and status from the time of the original project proposal to the time of the project’s completion. o Baseline data. o Job placement. o List of Project Collaborators, including, but not limited, to, SMESMEs, industry partners, project partners, and key stakeholders, and other project collaborators. o LIC/DAC participation and results. • Collect data, information, and analysis described above and include in the Final Report. • Compare any project performance and expectations provided in the proposal to CEC with actual project performance and accomplishments. • Discuss recommendations. • Draft Data Collection Plan Outline • Final Data Collection Plan Outline • List of Project Collaborators • Final Report