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PART ONE Methodology/ Research Plan

Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

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Page 1: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

PART ONE

Methodology/Research Plan

Page 2: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Chap 3 Method

3.1 Introduction

3.2 Research Approach

3.3 Population and Sampling Procedure

3.4 Research Instrument

3.5 Research Procedure

3.6 Data Analysis

3.7 Conclusion

Page 3: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

3.2

Research Approach

Page 4: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Requires expertise

The nature of the participants

The variables studies

The kind of data to be collected

The instruments used to collect the data

The conditions for data collection

The technique used to analyze data

Page 5: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

With respect to Data …

What are the data needed?

Where are the data located?

How will the data be secured?

How will the data be interpreted?

Page 6: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Data: Generic Areas

People

Things

Records

Thoughts and Ideas

Dynamics and Energy

Page 7: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Method

Participants

Instruments

Design

Procedure

Data Analysis

Time Schedule

Page 8: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Research Design/Plan

It is planning

Complete strategy of ‘attack’ upon the central research problem

Visualization of the data and the problems associated …

Detailed description of the procedures that use to investigate topic or problems

Page 9: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Definition

In Quantitative Research, the hypothesis will be the basis for determining the participant group, the measuring instruments, as well as the design, procedures and statistical techniques used

In Qualitative Research, the researcher’s question will be the basis for gaining entrance to the research context identifying research participants, time in the field, how to gather data, interpreting and narrating the data collected

Page 10: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Purpose

1. Forces to think every aspect of the study

2. Facilitates the evaluation of the study

3. To provide detailed procedures to guide conduct of the study

4. Anticipating potential problems

Page 11: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Considerations/Ethical

The ethics of conducting research

There are legal restrictions on who can obtain access to [respondent] records

Should know strategies for achieving and maintaining cooperation from [organisation/instiution] personnel

Anonymity and confidentiality

Page 12: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Research Methodology

Method, a way of accomplishing an end result.

Methodology merely an operational framework within which the facts are placed so that the meaning may be seen more clearly; for reaching a desired end.

Page 13: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Research Approaches

The descriptive survey method (qualitative) sometimes called the normative survey method.

The analytical survey method (quantitative)

The historical method

The experimental method

Action research

Page 14: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Descriptive research

The analysis of the relationships between manipulated variables, development of generalizations; extending conclusions beyond the sample observed

Page 15: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Descriptive studies

Assessment – describes the status of phenomena at a particular time without value judgment, explanation of reasons

Evaluation – status of element of value judgment in terms of effectiveness; suggest a course of action; no generalization.

Page 16: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Experimental Research

The researcher manipulates at least one independent variable, control other relevant variables, and observes the effect on one or more dependent variables

Logical and systematic way to answer RQ

The independent variable, the cause or treatment believed to make a difference

Hyphotesized cause-effect relationships

Page 17: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Historical Research

The application of scientific method to the description and analysis of past events.

Limitations – too broadly, inadequate primary sources of data, unskillful historians criticism, personal bias, ineffective reporting

Page 18: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Qualitative or Quantitative

… opposite? not the case … quantification for describing … qualitative … others form of inquiry .. Nothing to do with quality … form of presentation …[Eisner, W, 1991]

Triangulation

Page 19: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

The nature of the data and the problem for research dictate the research methodology.

Page 20: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Qualitative

Strive to capture the human meanings of social life as lived and experienced by the research participants.

Rely heavily on verbal description, researchers are their own main instrument of data collection, interpretation, and written narratives; the researcher is the research method.

Rooted in the disciplines of sociology, ethnography, anthropology, philosophy, and history

Page 21: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

The process are real-world setting Data are descriptive Inductive data analysis Strive to describe meaning as seen from the

research participants Emphasizes a holistic approach to settings &

participants Topics are more general Interpretive research

Page 22: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Qualitative Approaches

Focus on a characteristics of a single person or phenomena or entity (case study)

Focus in depth on a group’s cultural patterns and perspectives to understand the behaviors and their context (ethnography study)

Examine multiple cultures compared to one another (ethology)

Examines people’s understanding of their daily activities (ethomethodology)

Page 23: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Some drive theory using multiple steps of data collection and link actions (grounded theory); some ask what is the meaning of this experience for these participants (phenomenology); some seek what common understandings have emerged to give meanings to interaction (symbolic interaction);

Interviewing, asking questions and conversations

Some seek solutions or improvement (action research); Classroom observations

Some seek to understand the past (historical research); Documentary research

Page 24: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Ethnography

Concerned with a single or a small number of cases or ranges of situation. Data wide range of sources through participation, observation and documentation; principles of naturalism; and principles of understandings

Page 25: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Case Studies/Field Study

Concern with the rich and vivid description of events within the case or situation

Chronological narrative of events within the case; integral involvement of the researcher

Data gathered directly from individuals or social or community groups in their natural environment for studying

Temporal characteristics; geog parameters; boundaries; individual in a particular context; characteristics of the group; role of function; shaped of organizational or institutional arrangements

Page 26: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Case Study Triangulation – Time; Setting/’Ruang’; Observer

Categories – Intrinsic; Instrumental (Theory); Collective Case Studies (Few Instrumental Case)

Type – Exploratory; Explanation; Descriptive

Page 27: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Procedures/Design

- Snapshot

- Longitudinal

- Pretest-posttest

- Patchwork

- Comparative

Page 28: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Field Work/Study

1. Observation

Interaction observation

Program observation

Demography observation

Page 29: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

2. Systematic Observation

Non-verbal incident

Linguistic and

Extra-linguistic incident (+ behavior)

‘Space’ incident

Page 30: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

3. Systematic Observation Sampling Method

Continuous Time sampling

Incident sampling

4. Role of the Observer

5. Recording of Incident

6. Structural Observation

Page 31: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Standard Interview

Structured interview

Survey interview

Semi-structured interview

Group interview (structured or semi-structured)

Page 32: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Non-standard Interview

Group interview

Ethnography interview

Oral history and life history

Informal interview

Conversation

Types of Question used

Page 33: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Action Research*

Systematic inquiry to collect and study data that can help to understand and improve own practice.

Reflect own practices, identify areas that need improvement,

Collect data pertinent to issue of interest, analyze data and to determine whether results do in fact improve practice or understanding

Page 34: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Should;

Be an alternative to the experimental method

Consider words as the elements of data

Be primarily inductive approach to data analysis, and

Result in theory development as an outcome of data analysis.

Page 35: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Strategies

1. Narrow the time or resource of the topic2. Narrow the audience to be addressed3. Narrow the number of participants to save time

and analysis4. Examine the literature to determine the scale of

the study5. Look at potential problems6. Share with colleague7. Obtain advice of more experienced researchers

Page 36: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Characteristics of Qualitative Research

Variety of setting, multidisciplinary

Focus upon natural, ordinary, routine

Data collected in a number of way

Inductive way

Developing grounded theories

Emergent, creative and open-ended

Page 37: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

QUANTITATIVE

Description and explanation oriented; trends, comparison of groups, relationships among variables

Measurable, observable data; numeric; large number of individuals

Specific and narrow Predetermined instruments Statistical analysis Standard and fixed Objective and unbiased

Page 38: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Survey Research

Collecting data to test hypotheses or to answer questions, some topic or issue

Descriptive in nature; education, political science, sociology, economics

Data collected through self-report, observation, questionnaires, telephone surveys, interviews.

Categorized in terms of cross-sectional, longitudinal. Public opinion pools are always sample surveys

Page 39: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Types of Surveys

Developmental Surveys – concerned primarily with variables that differentiate participants at different levels of age, growth, maturation

Follow-up Studies/survey - to determine the status of group after some period of time

Trend Survey – info about trend Cohort Survey – a specific population; same group but

different samples from the group over time Panel Survey – same group same sample over time Observational Research

Page 40: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Correlational Research

Treated as a type of descriptive research, because it does describe an existing condition.

Collecting data to determine whether and to what degree a relationship exists between two or more variables; the variables correlated should have some theoretical or experimental basis for selection

Relationships to make predictions

Page 41: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Types

Relationship Studies – to gain insight into the variables that are related to complex variables such as, motivation, academic achievement, and self-concept. Give direction to subsequent casual-comparative and experimental studies

Prediction studies – conducted to facilitate decision making concerning individuals; predictor [the prediction is made] and criterion [the variable predicted];

Page 42: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Causal-Comparative Research/ Ex-post facto

Attempts to determine reasons, or causes, for the existing condition in the behavior or status of groups.

Important difference with correlational studies is that it involve two or more groups and one independent variable while correlation studies involve two or more variables with one group;

with experimental studies, the independent variable, the alleged cause, is manipulated, whereas the c-c it has already occurred.

Page 43: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Variables that cannot be manipulated; should not be manipulated or simply are not manipulated

May lead to experimental studies, but only a relationship established and tentative

Lack of randomization, manipulation and control are all sources of weakness

Page 44: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Approaches

1. Retrospective – it starts with an effect and seeks its possible causes.

2. Prospective – starting with a cause and investigating its effect in some variable.

Page 45: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Experimental Research

The researcher manipulates at least one independent variable, control other relevant variables, and observes the effect on one or more dependent variables

The independent variable, the cause or treatment believed to make a difference. The dependent variable, also called the criterion variable, effect, or post-test, is the outcome of the study

Hypothesized cause-effect relationships.

Page 46: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Guided by at least one hypothesis

The researcher selects a group, decides what treatment, controls extraneous variables, observes or measures the effect.

The experimental group [receives new] and control group [different or usual treatment]

Page 47: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

The cause must precede the effect in time.

The cause and effect must be correlated to each other.

The correlation between cause and effect cannot be explained by anther variable.

Page 48: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Cause and effect are not established by statistics. Statistical techniques can only reject the null hypothesis (necessary but not sufficient).

C and E established by the application of logical thinking to well-designed experiments.

Page 49: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

The explanation of logical process made possible by

A good theoretical framework

Appropriate participants

Appropriate experimental design

Proper selection and control of the IV

Appropriate and selection and measurement of the DV

Correct statistical model and analysis

Correct interpretation of results.

Page 50: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Threats to Internal Validity

History

Maturation

Testing

Instrumentation

Statistical regression

Selection bias

Expectancy

Experimental mortality (lost of participants)

Page 51: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Controlling Threats to Internal Validity

Randomization

Placebos

Blind Setups

Double-blind Setups

Avis effect

Page 52: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Designs

1. Group Experimental Designs

The one-shot case study

One group Pretest-Posttest Design

Static-group comparison

2. Single-subject Experimental Designs

A [baseline] – B [treatment]

A-B-A design; A-B-A-B Design

Page 53: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

3. Repeated Measures Design

Within subject design

Between subject design

(Hawthorne effects)

4. Quasi Experimental Designs

Non-equivalent groups pre-post tests design

Regression discontinuity design

Time series design

Page 54: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Solomon Four-group design

R Oו T O2

R O3 O4

R T O5

R O6

Reversal design

O1 02 T1 O3 04 T2 O5 O6

Page 55: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Mixed-method

The Research Questions determines the method undertaken.

The QUAL-Quan Model

The QUAN-Qual Model

The QUAN-QUAL Model

The QUAL-QUAN Model

Page 56: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Triangulation

Theoretical triangulation – use of several frames of reference or perspectives in the analysis of the same set of data.

Data triangulation – gather observations through the use of variety of sampling strategies

Investigator triangulation – multiple observers, coders, interviewers, analysts

Methodological triangulation – use two or more methods of data collection within a single study

Page 57: Methodology/ Research Plan - UniMAP Portalportal.unimap.edu.my/portal/page/portal30/Lecture...3.1 Introduction 3.2 Research Approach 3.3 Population and Sampling Procedure ... sources

Application of Triangulation Requires

The research question must be clearly focused

The strengths and weaknesses of each chosen method must compliment each other

The methods should be selected according to their relevance to the nature of phenomenon being studied

Continual evaluation of the methodological approach done during the course of the study