Methods for Collecting Data
Why Should I Care?
The scientific method depends on the quality of data that is collected. How you measure phenomena is really important if you want your analysis and conclusions to be credible.
There are actually several techniques, or research methods, for collecting data. Each method has its advantages and disadvantages, and its important to understand this because it will affect your conclusions. If a scientist wants to be respected and considered, they must be careful to use the correct research method, and to use it well. If not, the knowledge gathered in the research process will be useless, and maybe even harmful.
This lesson has 3 parts
- The Methods
- The Instruments
- Methods and Instruments
- Objects of Measurement
What are Methods for Collecting Data?
A research method is a convention between scientists to use certain data collection instruments in specific ways to observe phenomena related to human characteristics, production, behaviour, and interaction. The method includes identifying relevant variables, establishing a research question, and defining how to measure the variables. This is meant as an overview of the methods. You will learn more about this is a Social Science Methods course in college or university.
Data collection instrument:A tool used to collect data, such as a questionnaire, an interview, a laboratory, note-taking, and audio-visual recordings. We also include the observation of artifacts, landscape, and the physical world, as well as the analysis of human production such as media, and art.
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The Methods
Experiment:
A study where techniques are used to isolate, control, and manipulate the major variables in a hypothesis.
Field Work:
Research that involves studying social phenomena as they occur in the real world, naturally, without intervention.
Unobtrusive Measurement:
The use of physical evidence, nonparticipant observations, and archival or documentary evidence without the knowledge of participants.
Content Analysis:
The systematic analysis of ideas, themes, images, etc. in media.
Available Data:
The use of data which has already been collected by another group, such as a dataset from another scientist, from a governmental agency, a private research firm, a corporation, or a public organization.
Case Study:
Research focused on one case of interest that is studied in great detail.
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The Instruments
A data collection instrument is a tool used to collect data, such as a questionnaire, an interview, a laboratory, note-taking, and audio-visual recordings. We also include the observation of artifacts, landscape, and the physical world, as well as the analysis of human production such as media, and art.
Questionnaire:
a written set of questions organized in a sequence appropriate to the purpose of a survey, or psychological test.
Interview:
a loose set of questions, mostly designed to produce an open-ended conversation.
Laboratory:
An artificial environment where a scientist can control stimuli (independent variables) to observe the cause-and-effect relationship.
Pilot-project:
A small scale field experiment that helps an organization test a new idea, program, policy or product.
Recordings:
Includes note-taking, audio and video recordings of surroundings, landscape, objects, architecture, etc.
Other important terms
Artifacts:
a physical object made by a human being, often embodying cultural or historical interest.
Primary Sources:
First-person account of events or phenomena. From the horse’s mouth.
Secondary Source:
Histories and Analysis of events based on primary sources.
Case:
An object of interest, such as a person, an organization, or an event.
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Methods and Instruments
Consider the instruments to be tools in a large tool box. Scientists can pick and choose any instrument to conduct their research. However, the type of research they do dictates the kind of instruments they are likely to use. For example, anthropologists are very much likely to use the Field Work method, in particular using the Interview as their preferred instrument.
Survey
Questionnaire / Interview
Experiment
Laboratory / Questionnaire / Interview / Recordings
Field Work
Recordings / Interview / Artifacts
Unobtrusive Measurement
Landscape / Artifacts
Content Analysis
Documentation / Media
Available Data
No new data collection / Downloadable databases / Institutional Reports
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Objects of Measurement
The table also provides an example of the variable that could be measured, and whether it's the kind of variable you could measure with one of the five methods (cells are drawn grey).
For example, the only way to obtain a serial killer's personal motivations for murdering innocent victims, would be to interview the person in their prison cell. It would be useless to try to observe the person without talking to them, and a formal questionnaire would probably lead you nowhere. However, if the serial killer has left memoirs, letters, or written statements, these can also be analyzed using the method of content analysis.
Types of objects and the research methods
Type of Object |
Example |
Survey |
Exprmt. |
Field Wrk |
Unobt. Meas. |
Content Analysis |
Personal Characteristic |
Hair colour |
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Socio-Demographic Characteristic |
Religion |
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Opinion |
Politics |
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Motivations |
Murder |
Interview |
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Ideology |
Philosophy |
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Biases / Prejudice |
Discrimination |
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Preferences |
Marketing |
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Personal History / Background |
Genealogy |
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Family Dynamics |
Violence |
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Cultural History |
Settlement |
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Perception / Self-Perception |
Anxiety |
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Aptitude /Ability |
High jump |
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Behaviour |
Funny |
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Level of Knowledge |
School test |
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NOTE - This table is not meant as definitive evaluation of research methods, but for indication only. Scientists are free to use the methods and instruments as they see fit.
References and Further Reading
APA style references