w12-13 mktg55 Flashcards
is the process of inspecting, cleaning, transforming, and modeling data to discover useful information, draw conclusions, and support decision-making.
Data analysis
It plays a crucial role in research by providing insights and validating hypotheses.
Data analysis
Data analysis is the process of ____________, ___________, ____________, and _________________ to discover useful information, draw conclusions, and support decision-making.
inspecting
cleaning
transforming
modeling data
Data analysis is the process of inspecting, cleaning, transforming, and modeling data to discover useful information, draw ___________, and support ____________________.
conclusions
decision-making
Data analysis is the process of inspecting, cleaning, transforming, and modeling data to discover useful information, draw conclusions, and support decision-making. It plays a ____________in research by providing insights and validating hypotheses.
crucial role
Data analysis is the process of inspecting, cleaning, transforming, and modeling data to discover useful information, draw conclusions, and support decision-making. It plays a crucial role in research by providing ___________ and validating _____________.
insights
hypotheses
3 Different types of Data in Research
Quantitative Data
Qualitative Data
Mixed Methods Data
Information expressed in numbers and
measurable quantities. Examples include
survey responses and experimental data.
Quantitative Data
Descriptive data that cannot be easily
measured or expressed numerically. It
involves observations, interviews, and
focus groups.
Qualitative Data
A combination of quantitative and qualitative data to gain a comprehensive understanding of the research topic.
Mixed Methods Data
Quantitative Data
Information expressed in _________ and
measurable ___________. Examples include survey responses and experimental data.
numbers
quantities
Quantitative Data
Information expressed in numbers and
measurable quantities. Examples include
___________________ and __________________________
survey responses
experimental data.
Qualitative Data
Descriptive data that cannot be easily
measured or expressed numerically. It
involves ____________, _________, and
focus __________.
observations
interviews,
groups
Mixed Methods Data
A combination of _______________ and _______________ data to gain a comprehensive understanding of the research topic.
quantitative
qualitative
3 Methods of Data Analysis
Descriptive Analysis
Inferential Analysis
Exploratory Analysis