trials (RCTs) are considered to be the strongest level of
evidence, whereas those based on case reports and opin-
ions of experts and authorities are considered to be the
lowest level of evidence (Myers & Meccariello, 2006). In
quantitative studies, research questions and hypotheses
are derived from theories. The study design reflects the
objectives of the study. Researchers must decide how each
variable will be operationalized and what types of data will
need to be gathered. The main methods used in quantitative research include
questionnaires, observation, scales, and physiological measures. Table 10-1
provides an overview of data collection methods that are associated with vari-
ous quantitative research designs.
Questionnaires
Questionnaires are commonly used in quantitative research and can provide
an inexpensive way to gather numerical data from a potentially large number
of respondents. Although questionnaires may be inexpensive to administer,
when compared to other data collection methods, they can be expensive in
terms of design time and interpretation. It is essential that each question is
monitored for clarity, sensitivity to the respondent, reading level, and absence
of bias (Sinkowitz-Cochran, 2013).
Quantitative Research Design Data Collection Methods
Exploratory/descriptive
(answers what questions; describes
frequency of occurrence)
Questionnaire
Scales
Correlational
(examines relationships among
variables)
Questionnaire
Scales
Biophysiological
Quasi-experimental
(examines why certain effects occur)
Questionnaire
Scales
Biophysiological
Experimental/clinical trial
(examines causes of certain effects)
Questionnaire
Scales
Biophysiological
TABLE 10-1
Quantitative Research Designs
and Data Collection Methods
FYI
Regardless of how the data are collected,
researchers must consider a variety of issues
to ensure a high-quality study. Interrater
reliability must also be established when
more than one person is involved in making
observations.
KEY TERM
questionnaires:
Printed instruments
used to gather
numerical data
256 CHAPTER 10 Collecting Evidence