TY - GEN
T1 - A Review of Quantitative Research Methods Used in Engineering
AU - Pamidimukkala, Apurva
AU - Kermanshachi, Sharareh
N1 - Publisher Copyright:
© ASCE.
PY - 2025
Y1 - 2025
N2 - Quantitative research methods play a key role in enhancing knowledge across various engineering disciplines by offering robust tools to evaluate complex problems, test hypotheses, and derive objective conclusions. This study provides a review of the following quantitative research methods: survey, descriptive, experimental, correlational, and causal-comparative research. Survey research systematically gathers data from target populations using structured tools; descriptive research focuses on characterizing phenomena through observations, surveys, or case studies; experimental research establishes cause and effect relationships by manipulating variables under controlled conditions; correlational research quantifies the degree of association between variables without manipulation; and causal-comparative research compares existing differences between groups to uncover causal relationships. The findings of this study provide valuable insights for researchers and practitioners who aim to apply quantitative methods effectively in engineering research.
AB - Quantitative research methods play a key role in enhancing knowledge across various engineering disciplines by offering robust tools to evaluate complex problems, test hypotheses, and derive objective conclusions. This study provides a review of the following quantitative research methods: survey, descriptive, experimental, correlational, and causal-comparative research. Survey research systematically gathers data from target populations using structured tools; descriptive research focuses on characterizing phenomena through observations, surveys, or case studies; experimental research establishes cause and effect relationships by manipulating variables under controlled conditions; correlational research quantifies the degree of association between variables without manipulation; and causal-comparative research compares existing differences between groups to uncover causal relationships. The findings of this study provide valuable insights for researchers and practitioners who aim to apply quantitative methods effectively in engineering research.
UR - https://www.scopus.com/pages/publications/105010202900
UR - https://www.scopus.com/pages/publications/105010202900#tab=citedBy
U2 - 10.1061/9780784486207.090
DO - 10.1061/9780784486207.090
M3 - Conference contribution
AN - SCOPUS:105010202900
T3 - International Conference on Transportation and Development 2025: Transportation Planning and Operations - Selected Papers from the International Conference on Transportation and Development 2025
SP - 1031
EP - 1039
BT - International Conference on Transportation and Development 2025
A2 - Wei, Heng
PB - American Society of Civil Engineers (ASCE)
T2 - International Conference on Transportation and Development 2025: Transportation Planning and Operations, ICTD 2025
Y2 - 8 June 2025 through 11 June 2025
ER -