Why Is Triangulating Data Important?

by | Last updated on January 24, 2024

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Triangulation

facilitates validation of data through cross verification from more than two sources

. It tests the consistency of findings obtained through different instruments and increases the chance to control, or at least assess, some of the threats or multiple causes influencing our results.

Why is triangulation important in qualitative research?

The purpose of triangulation in qualitative research is

to increase the credibility and validity of the results

. … Cohen and Manion (2000) define triangulation as an “attempt to map out, or explain more fully, the richness and complexity of human behavior by studying it from more than one standpoint.”

What is the purpose of triangulation method?

Triangulation refers to the

use of multiple methods or data sources in qualitative research to develop a comprehensive understanding of phenomena

(Patton, 1999). Triangulation also has been viewed as a qualitative research strategy to test validity through the convergence of information from different sources.

What does triangulating data mean?

The term triangulation refers to

the practice of using multiple sources of data or multiple approaches to analyzing data to enhance the credibility of a research study

. … First, data triangulation involves using multiple sources of data in an investigation.

How is triangulation used in qualitative research?

Investigator Triangulation

In order to triangulate,

each different evaluator would study the program using the same qualitative method

(interview, observation, case study, or focus groups). The findings from each evaluator would be compared.

How can triangulation increase the validity of qualitative data?

Data triangulation:

Data triangulation is the use of a variety of data sources, including time, space and persons, in a study.

Findings can be corroborated and any weaknesses in the data can be compensated for by the strengths of other data

, thereby increasing the validity and reliability of the results.

What are the four types of triangulation?

In 1978, Norman Denzin identified four basic types of triangulation:

(1) data triangulation: the use of multiple data sources in a single study

; (2) investigator triangulation: the use of multiple investigators/research- ers to study a particular phenomenon; (3) theory triangulation: the use of multiple perspectives to …

What is triangulation and why is it important?

Triangulation

facilitates validation of data through cross verification from more than two sources

. It tests the consistency of findings obtained through different instruments and increases the chance to control, or at least assess, some of the threats or multiple causes influencing our results.

Which is the best example of triangulation in data gathering?

There are four common forms of triangulation: (1) data triangulation means that the ethnographer uses a variety of data sources for the study, for example,

a range of different informants

; (2) method triangulation means the use of multiple methods in the same project (Janesick, 1998), for example, interviews and …

What are the steps in using triangulation method?

  1. Add a point to the triangulation.
  2. Find all existing triangles whose circumcircle contains the new point (Figure 3-2). …
  3. Delete these triangles, which creates (always) a convex cavity.
  4. Join the new point to all the vertices on the boundary of the cavity (Figure 3-2)

What are the three sources of data?

The three sources of data are

primary, secondary and tertiary

.

What is data triangulation give an example?

Data triangulation involves the

use of heterogeneous data sources

, for example, qualitative and quantitative. Alternatively data may be gathered (using the same method) from different sources or at different times, for example, the pre-‐ and post-‐use of a questionnaire.

What are the data collection methods?

  • Interviews.
  • Questionnaires and surveys.
  • Observations.
  • Documents and records.
  • Focus groups.
  • Oral histories.

What is the triangulation sketch method?

Triangulation utilizes

two or more reference points to establish the position of an object

. By drawing a line that connects the two reference points and extending a line from each of the reference points to the object being measured, a triangle is formed.

What is the most common type of triangulation?

The most common form of triangulation involves

what Bryman terms the use of “contrasting research methods”

. On a simple level this might involve combining a structured interview with some form of observational research.

What is data saturation?

Data saturation refers

to the point in the research process when no new information is discovered in data analysis

, and this redundancy signals to researchers that data collection may cease.

Charlene Dyck
Author
Charlene Dyck
Charlene is a software developer and technology expert with a degree in computer science. She has worked for major tech companies and has a keen understanding of how computers and electronics work. Sarah is also an advocate for digital privacy and security.