Primary Data and Secondary Data

  • There are two major approaches to gathering information about a situation, person, problem or phenomenon.
  • When you undertake a research study, in most situations, you need to collect the required information; however, sometimes the information required is already available and need only be extracted.
  • Based on these broad approaches to information gathering, data can be categorized as:
    • Primary data
    • Secondary data.
  • As the name suggests, primary data is one which is collected for the first time by the researcher while secondary data is the data already collected or produced by others.

Primary Data and Secondary Data

Primary Data

  • It is the data collected by the investigator himself/ herself for a specific purpose.
  • Data gathered by finding out first-hand the attitudes of a community towards health services, ascertaining the health needs of a community, evaluating a social program, determining the job satisfaction of the employees of an organization, and ascertaining the quality of service provided by a worker are the examples of primary data.

Advantages of using Primary data

  • The investigator collects data specific to the problem under study.
  • There is no doubt about the quality of the data collected (for the investigator).
  • If required, it may be possible to obtain additional data during the study period.

Disadvantages of using Primary data

  1. The investigator has to contend with all the hassles of data collection- 
  • deciding why, what, how, when to collect
  • getting the data collected (personally or through others)
  • getting funding and dealing with funding agencies
  • ethical considerations (consent, permissions, etc.)
  1.   Ensuring the data collected is of a high standard-
  • all desired data is obtained accurately, and in the format, it is required in
  • there is no fake/ cooked up data
  • unnecessary/ useless data has not been included
  1.   Cost of obtaining the data is often the major expense in studies

Secondary Data

  • Data collected by someone else for some other purpose (but being utilized by the investigator for another purpose).
  • Gathering information with the use of census data to obtain information on the age-sex structure of a population, the use of hospital records to find out the morbidity and mortality patterns of a community, the use of an organization’s records to ascertain its activities, and the collection of data from sources such as articles, journals, magazines, books and periodicals to obtain historical and other types of information, are examples of secondary data.

Advantages of using Secondary data

  • The data is already there- no hassles of data collection
  • It is less expensive
  • The investigator is not personally responsible for the quality of data

Disadvantages of using Secondary data

  • The investigator cannot decide what is collected (if specific data about something is required, for instance).
  • One can only hope that the data is of good quality
  • Obtaining additional data (or even clarification) about something is not possible (most often)

Primary Data vs Secondary Data

Primary data is an original and unique data, which is directly collected by the researcher from a source according to his requirements. As opposed to secondary data which is easily accessible but are not pure as they have undergone through many statistical treatments.

Character Primary Data Secondary Data
Definition Primary data refers to the first-hand data gathered by the researcher himself. Secondary data means data collected by someone else earlier.
Data Real time data Past Data
Process Very Involved Quick and easy
Source Surveys, observations, experiments, questionnaire, personal interview, etc. Government publications, websites, books, journal articles, internal records etc.
Cost-effectiveness Expensive Economical
Collection time Long Short
Specificity Always specific to the researcher’s needs. May or may not be specific to the researcher’s need.
Form Available in the crude form Available in the refined form
Accuracy and Reliability More Less

 References

  1. Kumar, Ranjit. Research Methodology: A Step-by-Step Guide for Beginners. Los Angeles: SAGE, 2011. Print.
  2. https://communitymedicine4asses.wordpress.com/2015/10/29/review-primary-and-secondary-data/
  3. https://communitymedicine4asses.com/2013/01/07/types-of-data-primary-and-secondary-data/
  4. https://keydifferences.com/difference-between-primary-and-secondary-data.html
  5. https://blog.marketresearch.com/not-all-market-research-data-is-equal

About Author

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Sagar Aryal, PhD

Dr. Sagar Aryal is a microbiologist, researcher, and science communicator from Nepal. He is also co-founder and Research Head of the Department of Natural Products at the Kathmandu Research Institute for Biological Sciences (KRIBS), where he leads research on natural product discovery and microbial biodiversity. Dr. Aryal earned his Ph.D. in Microbiology from Tribhuvan University, Kathmandu, Nepal, in 2025, supported by a DAAD Research Grant and a University Grants Commission (UGC) Nepal Ph.D. Fellowship. His research interests include Actinomycetes, Myxobacteria, microbial taxonomy, and natural products, particularly the discovery of bioactive compounds with potential pharmaceutical applications. He isolated and identified Nocardia nepalensis, a novel bacterial species from Nepal, contributing to understanding microbial diversity in the region. Dr. Aryal has published more than 16 research articles in international journals and contributed three book chapters to established academic publications. He has presented scientific research findings and developed international research collaborations through visits to more than 18 countries across Asia, Europe, North America, and Oceania. From 2023 to 2025, he served as the American Society for Microbiology (ASM) Young Ambassador to Nepal. Since December 2025, he has served as an Editorial Board Member of Scientific Reports, a Nature Portfolio journal. In recognition of his scientific contributions, Dr. Aryal received the NAST Science and Technology Youth Award 2025 from the Nepal Academy of Science and Technology. He previously received the Frs. Locke and Stiller Research Award (LSRA) for the 2017-2018 cycle from St. Xavier's College, Kathmandu, and a Nepal Academy of Science and Technology (NAST) Research Grant for 2017-2018. Alongside his scientific career, Dr. Aryal has more than 15 years of experience in blogging, content writing, and search engine optimization (SEO).