Glossary D
Data accessibility and quality
The ease with which data can be accessed and the degree to which it is reliable, relevant, and useful.
Data accuracy
The degree to which data is free from errors, bias, or inconsistencies.
Data analysis
The process of examining and interpreting data to draw conclusions or make decisions.
Data analysis skills
The ability to collect, interpret, and draw conclusions from data using various analytical techniques.
Data analysis techniques
Methods for analyzing and interpreting data, such as regression analysis or factor analysis.
Data analysis tools
Software or techniques used to analyze and interpret data.
Data analysis tools and software
Programs or applications that help to analyze and interpret data, such as statistical software or data mining tools.
Data analytics
The process of analyzing and interpreting data to extract insights and inform decision making.
Data analytics and reporting
The process of collecting, analyzing, and presenting data to inform decision making.
Data collection
The process of gathering information or data from various sources using different methods and tools.
Data collection methods
Techniques for gathering data, such as surveys, interviews, or observations.
Data-driven decision-making
The use of data and analytics to inform and guide decision making.
Data privacy and security considerations
Factors that must be taken into account when handling and storing sensitive or confidential data.
Data privacy and security protocols
Procedures and measures put in place to protect sensitive or confidential information from unauthorized access or disclosure.
Data reliability
The consistency and stability of data over time and across different contexts.
Data validity
The extent to which data accurately measures what it is intended to measure.
Data visualization techniques
Methods for presenting data in a visual format to aid in understanding and interpretation.
Data visualization tools
Software or applications that help to represent data in a visual format, such as charts, graphs, or maps.
Decision Making
The act of choosing between different options or courses of action based on available information and personal values.
Decision-making processes
The methods and strategies used to make informed and effective decisions.
Deliberate practice
A focused and intentional approach to skill development through repeated and targeted practice.
Dependent variable
The outcome or response variable in a study that is being measured or predicted.
Descriptive statistics
Statistical methods used to summarize and describe data.
Differentiation of levels of performance
The process of identifying and distinguishing between varying levels of proficiency or achievement in a particular skill or task.
Difficulty in justifying the value of training programs to upper management
The challenge of convincing organizational leaders of the worth and impact of training initiatives.
Difficulty in measuring ROI
The challenge of accurately assessing the return on investment for a program or activity.
Direct costs
The expenses directly associated with a program or activity.
Direction
A clear and specific goal or objective that guides professional development efforts.
Disclosure
The act of revealing information about an evaluation, including its purpose, methods, and findings.
Diversity and inclusion initiatives
Efforts to promote diversity and inclusion in an organization or program.
Documentation of all aspects of the evaluation process
The recording of all stages and components of the evaluation process.
Documentation of all evaluation processes and outcomes
The recording of all aspects of the evaluation process and its outcomes.
Documentation procedures
The process of recording and storing evaluation data and information.
Double-blind design
A research design in which neither the participants nor the researchers know which group is receiving the intervention or placebo.
Double-blind study
A research design in which neither the participants nor the researchers know which group is receiving the intervention or placebo.