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Related Concept Videos

Archival Research01:40

Archival Research

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Some researchers gain access to large amounts of data without interacting with a single research participant. Instead, they use existing records to answer various research questions. This type of research approach is known as archival research. Archival research relies on looking at past records or data sets to look for interesting patterns or relationships. For example, a researcher might access the academic records of all individuals who enrolled in college within the past ten years and...
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Data collection refers to a systematic way of obtaining, observing, measuring, and analyzing accurate information. Observational studies are one of the most widely used methods of data collection. It involves collecting data by observing the behavior and physical characteristics of a sample without making any modifications to the sample.
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Data collection is a systematic method of obtaining, observing, measuring, and analyzing accurate information. An experimental study is a standard method of data collection that involves the manipulation of the samples by applying some form of treatment prior to data collection. It refers to manipulating one variable to determine its changes on another variable. The sample subjected to treatment is known as “experimental units.”
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Related Experiment Video

Updated: Apr 18, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
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Using administrative data for your research project: 10 considerations before you begin.

Emily S Brouwer1, Anne Policastri1, Daniela C Moga1

  • 1Departments of Pharmacy Practice and Science and EpidemiologyUniversity of KentuckyLexington, KY.

American Journal of Health-System Pharmacy : AJHP : Official Journal of the American Society of Health-System Pharmacists
|January 18, 2015
PubMed
Summary
This summary is machine-generated.

Pharmacy residents can successfully complete research projects using administrative claims data by considering key factors. This guidance helps ensure clinically relevant outcomes for residency research and broader pharmacy practice applications.

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Area of Science:

  • Pharmacy research
  • Health services research
  • Administrative data analysis

Background:

  • Increasing pressure on pharmacy residents to conduct research.
  • Growing availability and use of administrative claims data in healthcare.
  • Residency programs and pharmacy curricula often require research projects.

Purpose of the Study:

  • To provide guidance for pharmacy residents and preceptors on conducting research using administrative claims data.
  • To highlight key factors for successful completion of residency research projects.
  • To offer relevant insights for pharmacy students and practitioners undertaking research.

Main Methods:

  • Discussion of 10 critical factors for planning and executing research projects.
  • Focus on the practical application of administrative claims data in a residency context.
  • Guidance applicable to both residency research and other academic/professional research endeavors.

Main Results:

  • Consideration of specific factors is crucial for producing thoughtful and clinically relevant research.
  • Administrative claims data can be a viable resource for pharmacy research projects.
  • The outlined factors support successful research completion within time constraints.

Conclusions:

  • Pharmacy residents and other professionals can effectively utilize administrative claims data for research.
  • Careful planning and consideration of key factors enhance the quality and relevance of pharmacy research.
  • This guidance supports the completion of research projects for academic and professional development in pharmacy.