Methods of Enquiry in Psychology
Nagaland Board · Class 11 · Psychology
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Review Questions — Chapter 2: Methods of Enquiry in Psychology
1What are the goals of scientific enquiry?Show solution
The goals of scientific enquiry in psychology are as follows:
1. Description: The first goal is to describe behaviour and mental processes accurately. This involves observing and recording what happens — for example, describing how children behave in a classroom.
2. Prediction: Once behaviour is described, the next goal is to predict when and under what conditions a particular behaviour will occur. For example, predicting that students who study regularly will perform better in exams.
3. Explanation: Scientific enquiry aims to explain *why* a behaviour occurs — i.e., to identify the causes behind it. For example, explaining why some students experience test anxiety.
4. Control: After understanding the causes, the goal is to control or modify behaviour. For example, using relaxation techniques to reduce test anxiety.
5. Application: The knowledge generated is applied to solve real-life problems and improve human welfare. For example, applying findings about memory to design better teaching methods.
6. Understanding Subjective Meanings: Beyond the above, psychological enquiry also aims to discover and understand the subjective meanings of events as they occur in a particular context, and to reflect upon one's own behaviour and experiences.
In summary, scientific enquiry moves from describing behaviour → predicting it → explaining it → controlling it → applying the knowledge for human benefit.
2Describe the various steps involved in conducting a scientific enquiry.Show solution
A psychological research follows a systematic sequence of steps:
Step 1: Conceptualising a Problem
- The researcher identifies and defines the problem to be studied.
- A hypothesis (a tentative, testable statement about the expected relationship between variables) is formulated.
- The variables to be studied are clearly defined.
- Example: "Does noise level affect concentration in students?"
Step 2: Collection of Data
- The researcher selects an appropriate method (observation, experiment, survey, case study, psychological test, etc.) to collect data.
- A sample is selected from the population.
- Data is collected systematically and objectively using the chosen method.
- Ethical guidelines (informed consent, confidentiality) are followed.
Step 3: Analysing Data
- The collected data is organised and analysed.
- Quantitative methods use statistical procedures (mean, correlation, etc.) to draw conclusions.
- Qualitative methods use narrative analysis or content analysis to interpret data.
- Patterns and relationships among variables are identified.
Step 4: Drawing and Revising Research Conclusions
- Based on the analysis, conclusions are drawn.
- The hypothesis is either supported or rejected.
- Findings are interpreted in the context of existing knowledge.
- Conclusions may be revised if new evidence emerges.
- Results are shared with the scientific community through publications.
Note: These steps are not always strictly linear; researchers may revisit earlier steps as new insights emerge.
3Explain the nature of psychological data.Show solution
Data in psychology refers to the information collected during research. The nature of psychological data has several important characteristics:
1. Types of Data Collected:
- Demographic data: Age, gender, education, socioeconomic status, etc.
- Environmental data: Information about the physical and social environment of the individual.
- Physical data: Height, weight, health status, etc.
- Physiological data: Heart rate, brain activity, hormonal levels, etc.
- Psychological data: Intelligence, personality, attitudes, emotions, perceptions, etc.
2. Context-Bound: Psychological data are always located in a specific context. The same behaviour may have different meanings in different cultural, social, or situational contexts. Data cannot be interpreted in isolation from the context in which they were collected.
3. Theory-Laden: Data in psychology are tied to the theoretical framework used by the researcher. The theory guides what is observed, how it is measured, and how it is interpreted.
4. Method-Dependent: The nature of data depends on the method used for collection. For example, data collected through observation will differ from data collected through a questionnaire on the same topic.
5. Quantitative and Qualitative: Psychological data can be quantitative (expressed in numbers, e.g., test scores) or qualitative (expressed in words, descriptions, narratives, e.g., interview responses).
6. Relative, Not Absolute: Unlike physical sciences, psychology lacks an absolute zero point. Psychological measurements are relative — for example, a score of zero on an intelligence test does not mean zero intelligence.
Conclusion: Psychological data are rich and complex, and must always be understood in relation to the context, theory, and method through which they were gathered.
4How do experimental and control groups differ? Explain with the help of an example.Show solution
In an experimental study, participants are divided into two groups:
| Basis | Experimental Group | Control Group |
|---|---|---|
| Definition | The group that is exposed to the independent variable (the treatment or condition being tested). | The group that is NOT exposed to the independent variable; serves as a baseline for comparison. |
| Purpose | To observe the effect of the independent variable on the dependent variable. | To provide a standard against which the effect in the experimental group is measured. |
| Treatment | Receives the experimental treatment. | Does not receive the experimental treatment (or receives a placebo). |
| Role | Active group in the experiment. | Comparison/reference group. |
Example:
Suppose a researcher wants to study the effect of background music on the performance of students in a mathematics test (independent variable = background music; dependent variable = test performance).
- Experimental Group: 30 students who attempt the mathematics test *with* background music playing.
- Control Group: 30 students who attempt the same mathematics test *without* any background music.
All other conditions (same test, same duration, same room temperature, same time of day) are kept identical for both groups.
After the test, the scores of both groups are compared. If the experimental group scores significantly higher (or lower) than the control group, it can be concluded that background music has an effect on mathematics performance.
Key Point: The control group allows the researcher to rule out alternative explanations and establish a cause-effect relationship between the independent and dependent variables.
5A researcher is studying the relationship between speed of cycling and the presence of people. Formulate a relevant hypothesis and identify the independent and dependent variables.Show solution
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Hypothesis:
A hypothesis is a tentative, testable statement predicting the relationship between two variables.
Hypothesis: *"Cyclists will cycle faster in the presence of other people (audience) than when cycling alone."*
(This is based on the concept of social facilitation — the tendency of people to perform better on tasks when others are watching.)
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Identification of Variables:
1. Independent Variable (IV):
The independent variable is the variable that is manipulated or changed by the researcher to observe its effect.
The researcher will vary this — in one condition, the cyclist rides alone; in another condition, the cyclist rides in the presence of an audience.
2. Dependent Variable (DV):
The dependent variable is the variable that is measured to see the effect of the independent variable.
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Summary Table:
| Variable | Description |
|---|---|
| Independent Variable | Presence or absence of people (audience) |
| Dependent Variable | Speed of cycling |
| Hypothesis | Cyclists cycle faster in the presence of people than when alone. |
6Discuss the strengths and weaknesses of experimental method as a method of enquiry.Show solution
The experimental method is a systematic and controlled method of research in which the researcher manipulates one variable (independent variable) and observes its effect on another variable (dependent variable), while keeping all other variables constant.
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Strengths of the Experimental Method:
1. Establishes Cause-Effect Relationship: The greatest strength of the experimental method is that it allows the researcher to establish a causal relationship between variables. By manipulating the IV and controlling extraneous variables, the researcher can confidently say that the IV *caused* the change in the DV.
2. Control Over Variables: The researcher has maximum control over the experimental conditions. Extraneous variables (variables other than the IV that might affect the DV) can be controlled, reducing the possibility of alternative explanations.
3. Replication: Experiments can be repeated (replicated) by other researchers under the same conditions to verify the findings, which increases the reliability of the results.
4. Objectivity: The experimental method is highly objective. Data are collected and analysed using standardised procedures, minimising researcher bias.
5. Precision: Quantitative data collected in experiments can be precisely measured and statistically analysed.
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Weaknesses of the Experimental Method:
1. Artificial Setting (Low Ecological Validity): Laboratory experiments are conducted in artificial, controlled settings that may not reflect real-life situations. The behaviour observed in a lab may differ from natural behaviour, reducing the generalisability of findings.
2. Ethical Concerns: Some experiments involve manipulating variables (e.g., inducing stress, deception) that may cause harm or discomfort to participants, raising serious ethical issues.
3. Demand Characteristics: Participants may change their behaviour simply because they know they are being observed or are part of an experiment (known as the Hawthorne effect), which can distort results.
4. Limited Scope: Not all psychological phenomena can be studied experimentally. Variables like personality, emotions, and cultural influences are difficult to manipulate in a controlled setting.
5. Experimenter Bias: The expectations or beliefs of the researcher may unconsciously influence the results.
6. Cannot Study All Variables: Some variables (e.g., gender, age, past trauma) cannot be manipulated for ethical or practical reasons, limiting the use of the experimental method.
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Conclusion: Despite its limitations, the experimental method remains the most powerful tool for establishing cause-effect relationships in psychology.
7Dr. Krishnan is going to observe and record children's play behaviour at a nursery school without attempting to influence or control the behaviour. Which method of research is involved? Explain the process and discuss its merits and demerits.Show solution
The method described is Naturalistic Observation (a type of Non-Participant Observation). Dr. Krishnan is observing children's play behaviour in their natural setting (nursery school) without interfering or controlling their behaviour.
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Process of Naturalistic Observation:
1. Selection of Behaviour: The researcher first decides *what* behaviour is to be observed. In this case, it is the play behaviour of children.
2. Selection of Setting: The behaviour is observed in its natural environment — the nursery school — without any manipulation.
3. Preparation: The observer prepares tools for recording — such as observation schedules, checklists, video cameras, or field notes.
4. Observation: Dr. Krishnan observes the children's play behaviour carefully. Since it is non-participant observation, he does not join the children's activities and remains a passive observer.
5. Recording: All observed behaviours are recorded systematically and as objectively as possible. The observer notes *what* behaviour occurs, *how often*, *for how long*, and *under what conditions*.
6. Analysis: The recorded data is then analysed to identify patterns, draw conclusions, and generate hypotheses for further research.
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Merits of Naturalistic Observation:
1. Natural Behaviour: Since the behaviour is observed in a natural setting without interference, it reflects genuine, spontaneous behaviour of the participants.
2. High Ecological Validity: Findings are more applicable to real-life situations because the setting is natural.
3. Useful for Generating Hypotheses: Observation is an excellent starting point for research; it helps in identifying patterns that can be tested through more controlled methods.
4. Suitable for Studying Children and Animals: It is especially useful when participants (like young children) cannot respond to questionnaires or interviews.
5. Rich, Detailed Data: Observation provides rich, descriptive data about behaviour.
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Demerits of Naturalistic Observation:
1. No Control Over Variables: The researcher cannot control extraneous variables, making it difficult to establish cause-effect relationships.
2. Observer Bias: The observer's personal beliefs, expectations, or selective attention may influence what is recorded, reducing objectivity.
3. Hawthorne Effect: If participants become aware they are being observed, they may change their behaviour, distorting the findings.
4. Time-Consuming: Naturalistic observation requires spending a great deal of time in the field waiting for the behaviour of interest to occur.
5. Limited Generalisability: Observations are often specific to a particular setting, group, or time, making it difficult to generalise findings.
6. Cannot Observe Internal States: Observation can only record *external* behaviour; it cannot directly reveal thoughts, feelings, or motivations.
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Conclusion: Naturalistic observation is a valuable descriptive method that provides authentic data about behaviour in real-life settings, but it lacks the control needed to establish causal relationships.
8Give two examples of the situations where survey method can be used. What are the limitations of this method?Show solution
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Definition: The survey method is a research technique used to collect information from a large number of people about their opinions, attitudes, beliefs, behaviours, or experiences. It is used to describe the existing reality.
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Two Examples of Situations Where Survey Method Can Be Used:
Example 1: A researcher wants to study the attitudes of college students towards online education. A questionnaire with structured questions can be distributed to a large sample of students across different colleges to gather their opinions, preferences, and experiences.
Example 2: A government agency wants to assess the health and hygiene practices of people in rural areas (e.g., handwashing habits, use of toilets, access to clean water). Trained interviewers can conduct structured interviews with a representative sample of the rural population.
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Limitations of the Survey Method:
1. Dependence on Self-Report: Surveys rely on participants reporting their own behaviour, attitudes, or opinions. People may not always be honest — they may give socially desirable answers rather than truthful ones.
2. Sampling Bias: If the sample selected is not truly representative of the population, the findings cannot be generalised. For example, if only educated urban people are surveyed about rural health practices, the results will be biased.
3. Misinterpretation of Questions: Respondents may interpret questions differently from what the researcher intended, leading to inaccurate data.
4. Low Response Rate: In mailed questionnaires, many people may not respond, leading to incomplete data and potential bias (those who respond may differ systematically from those who do not).
5. Superficial Data: Surveys typically collect surface-level information. They cannot capture the depth, complexity, or context of human behaviour the way methods like case study or in-depth interviews can.
6. Cannot Establish Causality: Surveys can describe or show associations between variables, but they cannot establish cause-effect relationships.
7. Influence of Interviewer: In interview-based surveys, the interviewer's tone, appearance, or behaviour may influence the respondent's answers (interviewer bias).
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Conclusion: Despite these limitations, the survey method is widely used because it allows data collection from a large number of people quickly and economically.
9Differentiate between an interview and a questionnaire.Show solution
| Basis | Interview | Questionnaire |
|---|---|---|
| Definition | A face-to-face (or telephone) verbal interaction between the researcher (interviewer) and the participant (interviewee) to collect information. | A written set of questions given to participants to answer on their own, without direct interaction with the researcher. |
| Mode | Oral/verbal — questions are asked and answers are given verbally. | Written — questions are presented in written form and answers are written by the respondent. |
| Interaction | Direct, personal interaction between interviewer and interviewee. | No direct interaction; the respondent fills in the form independently. |
| Flexibility | More flexible — the interviewer can clarify doubts, probe further, and adapt questions based on responses. | Less flexible — questions are fixed; no scope for clarification or follow-up. |
| Depth of Information | Can obtain deeper, more detailed, and richer information. | Usually provides more superficial information. |
| Non-verbal Cues | The interviewer can observe non-verbal behaviour (facial expressions, body language) of the respondent. | Non-verbal cues cannot be observed. |
| Sample Size | Suitable for smaller samples due to time and cost involved. | Can be administered to a large number of people simultaneously, making it suitable for large samples. |
| Cost and Time | More time-consuming and expensive. | Less time-consuming and less expensive, especially mailed questionnaires. |
| Anonymity | Less anonymous — the respondent is known to the interviewer. | Can be anonymous — respondents may not need to reveal their identity, encouraging more honest answers. |
| Literacy Requirement | Does not require the respondent to be literate. | Requires the respondent to be literate. |
| Types | Structured interview, Unstructured interview. | Open-ended questionnaire, Closed-ended questionnaire. |
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Conclusion: Both interviews and questionnaires are tools of the survey method. Interviews are richer and more flexible but costly and time-consuming, while questionnaires are economical and suitable for large samples but lack depth and flexibility.
10Explain the characteristics of a standardised test.Show solution
A psychological test is a standardised and objective instrument used to measure psychological variables such as intelligence, personality, aptitude, attitudes, etc. The key characteristics of a standardised test are:
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1. Standardisation:
A standardised test is administered, scored, and interpreted in a uniform, consistent manner for all individuals. The conditions of testing (instructions, time limits, materials) are the same for everyone. Standardisation also involves establishing norms — data from a large, representative sample that serve as a reference point for interpreting individual scores.
2. Objectivity:
The test is objective — the scoring is not influenced by the personal opinions or biases of the examiner. The same answer will receive the same score regardless of who scores it.
3. Reliability:
A reliable test gives consistent results over time and across different situations. If the same person takes the test on two different occasions (without any change in the trait being measured), the scores should be similar. Reliability can be measured through test-retest reliability, split-half reliability, etc.
4. Validity:
A valid test measures what it claims to measure. For example, an intelligence test should actually measure intelligence and not something else like memory alone. Validity is the most important characteristic of a psychological test.
5. Norms:
Norms are the average scores of a large, representative sample of the population for whom the test is designed. Norms allow the comparison of an individual's score with the scores of others in the same group (e.g., same age, gender, educational level). Without norms, a raw score has no meaning.
6. Practicability:
A good test should be practical — easy to administer, score, and interpret. It should not be too lengthy, expensive, or complicated.
7. Sensitivity:
The test should be sensitive enough to detect even small differences between individuals on the trait being measured.
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Types of Standardised Tests:
- Based on content: Verbal, Non-verbal, Performance tests
- Based on administration: Individual tests, Group tests
- Based on nature: Speed tests, Power tests
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Conclusion: A standardised psychological test is a scientific, objective, reliable, and valid instrument that allows meaningful comparison of individuals' psychological characteristics against established norms.
11Describe the limitations of psychological enquiry.Show solution
Despite being a scientific discipline, psychological enquiry faces several important limitations:
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1. Lack of Absolute Zero Point:
Unlike physical sciences (where zero means complete absence of a property, e.g., zero temperature), psychological measurements lack an absolute zero. For example, a score of zero on an intelligence test does not mean the person has zero intelligence. This makes it difficult to make precise, ratio-level comparisons between individuals.
2. Relative Nature of Psychological Tools:
Psychological tests and measurement tools are relative, not absolute. A test developed in one culture or context may not be equally valid or reliable in another. The meaning of a score depends on the norms used, which are themselves based on a particular population.
3. Subjective Interpretation of Qualitative Data:
Qualitative methods (such as case studies, narrative analysis, content analysis) involve the subjective interpretation of data by the researcher. Different researchers may interpret the same data differently, reducing objectivity and making it difficult to replicate findings.
4. Ethical Constraints:
Many important psychological questions cannot be studied directly because doing so would be unethical. For example, researchers cannot deliberately expose people to trauma or deprivation to study its effects. This limits the scope of experimental research.
5. Complexity of Human Behaviour:
Human behaviour is influenced by a vast number of biological, psychological, social, and cultural factors. It is extremely difficult to control all variables or to study behaviour in complete isolation from its context.
6. Reactivity (Hawthorne Effect):
When people know they are being studied, they may change their behaviour, making it difficult to observe natural behaviour. This is known as reactivity or the Hawthorne effect.
7. Demand Characteristics:
Participants may try to guess the purpose of the study and behave in ways they think the researcher expects, distorting the results.
8. Generalisation Problems:
Findings from one study (conducted on a specific sample, in a specific context) may not generalise to other populations, cultures, or settings.
9. Replication Difficulties:
Because human behaviour is influenced by context and individual differences, it is often difficult to replicate psychological studies exactly, raising questions about the reliability of findings.
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Conclusion: These limitations do not invalidate psychological enquiry but remind us to interpret findings cautiously, use multiple methods, and continuously refine our tools and theories.
12What are the ethical guidelines that a psychologist needs to follow while conducting a psychological enquiry?Show solution
Ethics in research refers to the moral principles that guide the conduct of research to protect the rights and well-being of participants. A psychologist must follow the following ethical guidelines:
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1. Voluntary Participation:
Participation in psychological research must be completely voluntary. No one should be forced, pressured, or coerced into participating. Participants have the right to withdraw from the study at any time without penalty.
2. Informed Consent:
Before the study begins, participants must be given adequate information about the nature, purpose, procedures, risks, and benefits of the research. They must give their informed consent (written or verbal agreement) to participate. In the case of minors, consent must be obtained from parents or guardians.
3. Confidentiality:
All information provided by participants must be kept strictly confidential. The data should be used only for research purposes and should not be shared with any third party without the participant's permission. The most effective way to protect confidentiality is to not record participants' identities. If identification is necessary, code numbers are used, and the identification list is destroyed after the research is complete.
4. Privacy:
Researchers must respect the privacy of participants. Personal information should not be collected beyond what is necessary for the research.
5. Debriefing:
After the study is completed, the researcher must debrief the participants — i.e., explain the true purpose of the study, clarify any deception used, and address any concerns or distress caused by the research. Debriefing ensures that participants leave the study with a clear understanding of what took place.
6. Avoidance of Deception:
Researchers should avoid deceiving participants about the nature or purpose of the study. If deception is unavoidable (e.g., in certain social psychology experiments), it must be justified by the scientific value of the research, and participants must be fully debriefed afterwards.
7. Protection from Harm:
Researchers must ensure that participants are not subjected to physical, psychological, or emotional harm during or after the study. If any harm occurs, the researcher is responsible for providing appropriate help.
8. Sharing of Results:
Participants have the right to know the results and conclusions of the research in which they participated. Researchers should share findings with participants in an understandable manner.
9. Non-Discrimination:
Researchers must treat all participants with respect and dignity, without discrimination on the basis of gender, caste, religion, ethnicity, or any other characteristic.
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Conclusion: Following ethical guidelines is not only a moral obligation but also essential for maintaining public trust in psychological research and ensuring the integrity of scientific findings.
Project Ideas — Chapter 2: Methods of Enquiry in Psychology
1Conduct a survey of the after-school activities of Class V and Class IX students taking a sample of 10 students in each. Find information about the time devoted by them in various activities, such as studying, playing, television viewing, hobbies, etc. Do you find any difference? What conclusions do you draw and what suggestions would you offer?Show solution
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Objective: To compare the after-school activities of Class V and Class IX students and identify differences in how they spend their time.
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Method Used: Survey Method (using a structured questionnaire or interview)
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Sample: 10 students from Class V + 10 students from Class IX = 20 students total.
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Procedure:
1. Prepare a structured questionnaire asking students to report the time (in hours/minutes per day) they spend on:
- Studying/homework
- Playing/physical activity
- Television viewing
- Hobbies (drawing, music, reading, etc.)
- Mobile phone/internet use
- Sleeping/resting
- Other activities
2. Administer the questionnaire to 10 Class V students and 10 Class IX students separately.
3. Record and tabulate the data.
4. Calculate the average time spent on each activity for each class.
5. Compare the two groups.
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Expected Observations and Differences:
| Activity | Class V (Expected) | Class IX (Expected) |
|---|---|---|
| Studying/Homework | Less time (1–2 hrs) | More time (3–4 hrs) |
| Playing | More time (1–2 hrs) | Less time (30 min–1 hr) |
| Television viewing | Moderate (1–2 hrs) | Less (30 min–1 hr) |
| Hobbies | More time | Less time |
| Mobile/Internet | Less | More |
*(Note: Actual data collected by students may vary.)*
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Conclusions:
1. Class IX students spend significantly more time studying due to increased academic pressure compared to Class V students.
2. Class V students spend more time in play and recreational activities.
3. As students move to higher classes, leisure time decreases and study time increases.
4. Mobile/internet use tends to increase with age.
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Suggestions:
1. Students in both classes should maintain a balance between study, play, and hobbies for holistic development.
2. Physical activity should not be neglected even in higher classes, as it improves concentration and mental health.
3. Screen time (TV and mobile) should be regulated for both age groups.
4. Schools and parents should encourage hobbies and creative activities even for Class IX students to reduce stress.
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Learning from this Project: This project demonstrates the use of the survey method in psychological research, including sampling, data collection, tabulation, and drawing conclusions.
2Conduct a study in your group to see the effect of recitation on learning of poetry. Take 10 six-year olds and divide them into two groups. Give group 1 a new poem to learn and instruct them to read it loudly for 15 minutes. Take group 2 and give them the same new poem to learn but instruct them not to read it loudly. After 15 minutes ask the two groups to recall. Identify what method of research you used, the hypothesis, the variables and the kind of experimental design that were there.Show solution
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Objective: To study whether recitation (reading aloud) improves the learning and recall of poetry in six-year-old children.
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Method of Research Used:
This is an experiment because the researcher is manipulating one variable (recitation vs. no recitation) and measuring its effect on another variable (recall of poetry), while keeping all other conditions constant.
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Hypothesis:
*"Children who read the poem aloud (recitation) will recall more lines of the poem than children who do not read it aloud."*
This is a directional hypothesis predicting that recitation will lead to better recall.
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Variables:
1. Independent Variable (IV):
The researcher manipulates this variable by assigning Group 1 to read aloud and Group 2 to read silently.
2. Dependent Variable (DV):
3. Extraneous Variables (to be controlled):
- Same poem for both groups
- Same duration (15 minutes)
- Same age group (six-year-olds)
- Same environment (both groups dealt with separately)
- Same instructions (except for the recitation condition)
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Experimental Design:
In this design, two separate groups of participants are used — one group for each condition. The 10 children are randomly divided into:
- Group 1 (Experimental Group): 5 children who read the poem aloud for 15 minutes.
- Group 2 (Control Group): 5 children who read the same poem silently for 15 minutes.
After 15 minutes, both groups are asked to recall the poem, and their scores are compared.
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Procedure:
1. Select 10 six-year-old children and randomly divide them into two groups of 5 each.
2. Ensure both groups are dealt with separately so they do not influence each other.
3. Give both groups the same new poem.
4. Group 1: Instruct to read the poem loudly for 15 minutes.
5. Group 2: Instruct to read the poem silently (not loudly) for 15 minutes.
6. After 15 minutes, ask each child to recall as much of the poem as they can.
7. Record the number of lines/words correctly recalled by each child.
8. Calculate the average recall score for each group.
9. Compare the scores of Group 1 and Group 2.
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Expected Result:
Group 1 (recitation group) is expected to recall more lines of the poem than Group 2 (silent reading group), supporting the hypothesis that recitation aids learning.
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Conclusion:
If Group 1 recalls significantly more than Group 2, we can conclude that recitation (reading aloud) has a positive effect on the learning and recall of poetry in six-year-old children.
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Learning from this Project: This project illustrates the key features of the experimental method — hypothesis formulation, identification of IV and DV, use of experimental and control groups, and drawing conclusions based on data.
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