Identify the characteristics of a good research hypothesis from the following A. Amenable to empirical verification B. Conceptual clarity in defining the variables C. Plausibility of relationships postulated D. Accessibility in terms of researcher's resources E. Extent of its non-refutability Choose the correct answer from the options given below:
A, B and C only
A research hypothesis is a specific, clear prediction about the expected relationship between variables. It is a testable statement that guides the research process. A good research hypothesis possesses several key characteristics that make it effective and useful for conducting a study.
Let's examine each statement provided and determine if it is a characteristic of a good research hypothesis:
Based on the analysis, the characteristics of a good research hypothesis among the given options are:
Statements D and E are not considered core characteristics of a good hypothesis, with E being a characteristic of a poor one.
A good research hypothesis should be:
Comparing this list to the given statements, A, B, and C align with these essential qualities.
| Statement | Characteristic of a Good Hypothesis? | Explanation |
|---|---|---|
| A. Amenable to empirical verification | Yes | Must be testable with data. |
| B. Conceptual clarity in defining the variables | Yes | Variables must be clear for measurement. |
| C. Plausibility of relationships postulated | Generally Yes | Should be logical or theory-backed. |
| D. Accessibility in terms of researcher's resources | No | Relates to study feasibility, not hypothesis quality. |
| E. Extent of its non-refutability | No | A good hypothesis must be refutable (falsifiable). |
Therefore, the characteristics of a good research hypothesis from the provided list are A, B, and C.
| Aspect | Description | Importance for Good Hypothesis |
|---|---|---|
| Testability / Empirical Verification | Can it be tested using observation or experiment? | Essential; foundation of scientific hypothesis. |
| Clarity / Precision | Are variables and relationships clearly defined? | Essential; allows for accurate measurement and interpretation. |
| Plausibility | Is the proposed relationship logical or based on theory? | Important; helps build upon existing knowledge and increases likelihood of meaningful findings. |
| Falsifiability / Refutability | Is it possible to prove the hypothesis wrong? | Essential; distinguishes scientific hypotheses from non-scientific claims. |
| Specificity | Is the hypothesis narrow enough to be testable? | Important; provides clear direction for research design. |
A research hypothesis is often formulated after reviewing existing literature and theories related to the research topic. It serves as a temporary answer to the research question. The process of research involves collecting data to either support or reject the hypothesis.
Different types of hypotheses exist, such as null hypotheses ($\text{H}_0$) and alternative hypotheses ($\text{H}_1$ or $\text{H}_\text{a}$). The null hypothesis typically states there is no relationship or difference, while the alternative hypothesis states there is a relationship or difference. Research aims to test the null hypothesis.
Formulating a strong hypothesis is a critical step in the research process, as it dictates the research design, data collection methods, and statistical analysis techniques to be employed.
Given below are two statements: One is labeled as Assertion A and the other is labeled as Reason R.
Assertion (A):- Research Hypothesis (H1) cannot be directly verified.
Reasons (R):- Null Hypothesis (H0) is helpful in making a claim by the researcher that his/her findings are not fortuitous or by chance.
In the light of the above statements, choose the most appropriate answer from the options given below:
When a researcher rejects a true 'Null Hypothesis' (H 0) in his/her study and accepts the 'Alternate Hypothesis' (H 1), what type of error is likely?
Given below are two statements, one is labelled as Assertion A and the other is labelled as Reason R
Assertion A: A proposition is a statement about observable phenomena (concepts) that may be judged as true or false.
Reason R: When a proposition is formulated for empirical testing, it is called a hypothesis.
In light of the above statements, choose the most appropriate answer from the options given below
Given below are two statements
Statement I: The context of discovery involves non‐rational, intuitive processes while the context of justification is based on logical processes.
Statement II: The process of hypothesis generation doesn't strictly follow rigorous logical reasoning.
In light of the above statements, choose the most appropriate answer from the options given below
Match List I with List II :
List I | List I | ||
(A) | Chi-square | (I) | Is used to determine the significance between group means. |
(B) | t-test | (II) | A procedure to decompose variation into two or more independent variables. |
(C) | ANOVA | (III) | Analyses the relationship between two or more independent variables and a single dependent variable. |
(D) | Multiple regression | (IV) | Produces a value that reflects the relationship between expected and observed frequencies. |