What is a characteristic of research that is unbiased and logical?

Which of the following characteristic of research is not commonly found across all the disciplines?

  1. Precision
  2. Objectivity
  3. Verifiability
  4. Impartiality

Answer (Detailed Solution Below)

Option 3 : Verifiability

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What is a characteristic of research that is unbiased and logical?
Key Points

Verifiability in research:

  • The importance of reproducibility in computer-aided research (and elsewhere) is by now widely recognized in the scientific community.
  • Of course, a lot of work remains to be done before reproducibility can be considered the default.
  • Doing computational research reproducibly must become easier, which requires in particular better support in computational tools.
  • Incentives for working and publishing reproducibly must also be improved.
  • Verifiable research is research that you can verify for yourself.
  • Not in the sense of verifying the scientific conclusions, which often can only be done many years later.
  • The more modest goal is to verify that a publication contains no mistakes of the kind that every human being tends to make: mistakes in manual computations, mistakes in transcribing observations from a lab notebook, etc.

Hence, verifiability is not commonly found across all disciplines. 

What is a characteristic of research that is unbiased and logical?
Important PointsFeatures of Research

  1. Empirical - based on observations and experimentation on theories.
  2. Systematic - follows the orderly and sequential procedure.
  3. Controlled - all variables except those that are tested/experimented upon are kept constant.
  4. Employs hypothesis - guides the investigation process
  5. Analytical - There is a critical analysis of all data used so that there is no error in their interpretation
  6. Objective, Unbiased, & Logical - all findings are logically based on empirical
  7. Employs quantitative or statistical methods - data are transformed into numerical measures and are treated statistically.

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The term research denotes a logical technique including enunciating the issue of problem, stating or formulating a hypothesis, collecting the data and facts, analyzing the data, and getting definite conclusions both in the shape of solutions relating to stated issues or indefinite generalizations for some theoretical construction. Thus it is search of a searched thing to elicit some facts out of the known thing.  

What is a characteristic of research that is unbiased and logical?
Meaning of Research

In alternative words, research is a procedure that includes a sequence of steps needed to gather and examine the information to boost and amplify the understanding and consideration of a particular topic or issue. It involves major four steps as posing a question, setting a hypothesis, collecting data to analyze the posed issue, and presenting answers to the posed question. It is s method of searching for facts in any branch of knowledge. Good research has to contain all the essential characteristics of research.

Good research must have the following essential characteristics

Contents

  • 1 Purposive
  • 2 Controlled
  • 3 Rigorous
  • 4 Systematic
  • 5 Valid and verifiable
  • 6 Critical
  • 7 Empirical

Purposive

Research must be purposive. It means research must be conducted with a certain and definite aim, objective, and purpose. Moving forward in any research should be guided by stated objectives and purposes. Only the research having a certain purpose and objective will lead towards certain conclusions and destinations.

The purpose of research always determines where the researcher is now and where he or she wants to go. All the further proceedings in research should be according to purpose and objective. It means the research without a certain purpose may lead a researcher in the wrong direction and creates many errors in the entire voyage.

Controlled

Control in research refers to a methodology that is to be applied while conducting research. Conducting controlled research is easy in lab-based testing but it is very difficult to conduct controlled experiments in anthropology where factors affecting a relation cannot be controlled totally.

The variable or factors in a questionnaire related to a human being, human life, and their emotions are difficult to control as there is a deep relation between them. The rigorous control of factors and variables in social science research is very difficult. It is easy in pure science. Control is important in good research.

Rigorous

The process or procedure of research must be rigorous. It means the researcher must ensure that the procedure followed is relevant, appropriate, and justified. There should not be a conflict and doubt with regard to the relevance of the research taken by the researcher.

The degree of rigor may differ from one researcher to another and from one field of study to another. But there should be an acceptable degree of rigor in the method of study to call it research.

Systematic

The study or research process should follow a sequence that logically terminates in the result. The process of research has to be sequential and it has to follow certain predetermined and verified patterns and pathways. It is necessary because the customary procedure would mislead the result and waste resources.

Valid and verifiable

The research technique and process should be valid and verifiable. It means the conclusions drawn by research should be correct and should be duplicated while applying a similar procedure again and angina over time.

It is assumed reliable and having quality when it duplicates the results when the same procedure is followed again and again. Validity measures the applicability of research. Only valid research has good application. The validity of the research ensures reliability. Validity is more important than reliability.

Critical

Critical in research refers to the state of the method, finding, and conclusion of the research. The process of research undertaking and its finding should have full proof of critical reviews so that result will be justice worthy. If the research is containing any drawbacks it would not be called good research.

Critical appraisal of research means an act of carefully and systematically examining research and its all findings to judge its reliability, validity, trustworthiness, value, and relevancies if results are applied in a particular field or context. It is the last condition of finding evidence reliably and efficiently.

Empirical

It means the results and conclusions drawn upon are based on data or pieces of evidence collected from the subjects of research. The research should be based on observations, direct experimentation, or real-life experimentation by the researcher. The process or procedure in the research should be fully-proof and thus stands for critical appraisal.

Therefore, when we refer to a research or research study, it includes a systematic procedure, a process that is within a set of approaches, using techniques and methodologies that are already tested for its validity and reliability, and the outcome of the process/research is unbiased.

Here systematic procedure or approaches/methodologies means the fixed method. For example, it could be either qualitative or quantitative.   

Similarly, the term reliability and validity refers to the accuracy of the procedures and quality of the procedure. Unbiased refers to the state in which procedure is freed from any kind of personal bias on the part of the researcher.

The degree of attainment of these criteria may vary from one person to another and from one discipline to another. But the absence of such a criterion does not qualify an activity to be known as research. Therefore good research should contain the above stated essential characteristics of research.

What are the characteristics of logical research?

Good research must have the following essential characteristics.
1 Purposive..
2 Controlled..
3 Rigorous..
4 Systematic..
5 Valid and verifiable..
6 Critical..
7 Empirical..

What is objective unbiased and logical?

Objective, Unbiased, & Logical – all findings are logically based on empirical. Employs quantitative or statistical methods – data are transformed into numerical measures and are treated statistically. Original work. Done by an expert – the researcher uses valid and carefully designed procedures, valid data gathering.

What are the 4 characteristics of research?

GENERAL CHARACTERISTICS OF RESEARCH It is an exact systematic and accurate investigation. It uses certain valid data gathering devices. It is logical and objective. The researcher resists the temptation to seek only the data that support his hypotheses.

Which of the following characteristics of research describes that research results should be unbiased?

Characteristics of Research Design Neutrality: When you set up your study, you may have to make assumptions about the data you expect to collect. The results projected in the research should be free from bias and neutral.