Characteristics of Quantitative Research

2,899 views 74 slides Nov 14, 2022
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About This Presentation

One of my presentations in my Research in Daily Life 2 Subject.


Slide Content

TOPIC: CHARACTERISTICS, STRENGTHS, WEAKNESSES, & KINDS OF QUANTITATIVE RESEARCH George S. peligro T-II PRACTICAL RESEARCH 2

PRE-TEST Directions : Choose the letter of the best answer. Write the chosen letter on a separate sheet of paper.

1. Which of the following BEST defines quantitative research?

A. It is an activity of producing or proving a theorem. B. It is an activity concerned with finding new truth in education. C. It is an exploration associated with libraries, books and journals. D. It is a systematic process obtaining numerical information about the world.

2. Which of the following is NOT a characteristic of quantitative research?

A. Data are gathered before proposing a conclusion or solution to a problem. B. Figures, tables or graphs showcase summarized data collection in order to show trends, relationship or differences among variables. C. It seeks to gather a more comprehensive understanding of activities related to human behavior and the attributes that rule such behavior. D. Method can be repeated to verify findings in another setting, thus, strengthen and reinforcing validity of findings eliminating the possibility of spurious conclusions

3. Which of the following describes the characteristics of research where data are in a form of statistics?

A. Objective C. Numerical Data B. Replication D. Large Sample Size

4. This characteristic of quantitative research which refers to its necessity to arrive at a more reliable data analysis.

A. Objective C. Numerical Data B. Replication D. Large Sample Size

5. The researchers know in advance what they are looking for. The research questions are well-defined for which the objective answers are sought. All aspects of the study are carefully designed before data are gathered.

A. Numerical Data B. Future Outcomes C. Structured Research Instruments D. Clearly Defined Research Questions

Answers 1. D 2. A 3. C 4. A 5. D

What is quantitative research?

What is quantitative research? According to International Market Research (2018), Quantitative research is a structured way of collecting and analyzing data obtained from different sources.

What is quantitative research? Quantitative research involves the use of computational , statistical , and mathematical tools to derive results.

What is quantitative research? It is conclusive in its purpose as it tries to quantify the problem and understand how prevalent it is by looking for projectable results to a larger population.

What is quantitative research? The data collection tools for a quantitative research are surveys and experiments . Experiments can provide specific results regarding the cause-and-effect relationship of several independent or interdependent factors related to a particular problem.

What are the characteristics of quantitative research?

What are the characteristics of quantitative research? * The data is usually gathered using structured research instruments.

What are the characteristics of quantitative research? *The results are based on larger sample sizes that are representative of the population.

What are the characteristics of quantitative research? * The research study can usually be replicated or repeated, given its high reliability.

What are the characteristics of quantitative research? *Researcher has a clearly defined research question to which objective answers are sought.

What are the characteristics of quantitative research? *All aspects of the study are carefully designed before data is collected.

What are the characteristics of quantitative research? * Data are in the form of numbers and statistics, often arranged in tables, charts, figures, or other non-textual forms.

What are the characteristics of quantitative research? *Results can be used to generalize concepts more widely, predict future results, or investigate causal relationships.

What are the characteristics of quantitative research? *Researcher uses tools, such as questionnaires or computer software, to collect numerical data (Babbie, 2011).

QUALITATIVE QUANTITATIVE

Process of inquiry and investigation Start with problem, & end with a new problem Use inductive & deductive method in presenting data New theory based on the new data Uses pictures, words, sentences, paragraphs, narrations, short stories Test hypothesis or theory Uses, numbers, scales, hypotheses, calculations, & statistics tools Standardized/ structured

Use textual forms in analyzing and interpreting a data Small Judgement & Sampling Structured or semi-structured (flexible process) Open-ended questions Subjective Cultivates understanding with high validity Large sample representative Closed – ended questions Objective Endorses development, & its high output replicability

QUALITATIVE New theory based on the new data Uses pictures, words, sentences, paragraphs, narrations, short stories Small Judgement & Sampling Structured or semi-structured (flexible process) Open-ended questions Subjective Cultivates understanding with high validity

QUANTITATIVE Test hypothesis or theory Uses, numbers, scales, hypotheses, calculations, & statistics tools Large sample representative Standardized/ structured Closed – ended questions Objective Endorses development, & its high output replicability

QUALITATIVE QUANTITATIVE Process of inquiry and investigation Start with problem, & end with a new problem Use textual forms in analyzing and interpreting a data Use inductive & deductive method in presenting data

QUALITATIVE QUANTITATIVE Process of inquiry and investigation Start with problem, & end with a new problem Use textual forms in analyzing and interpreting a data Use inductive & deductive method in presenting data New theory based on the new data Uses pictures, words, sentences, paragraphs, narrations, short stories Small Judgement & Sampling Structured or semi-structured (flexible process) Open-ended questions Subjective Cultivates understanding with high validity Test hypothesis or theory Uses, numbers, scales, hypotheses, calculations, & statistics tools Large sample representative Standardized/ structured Closed – ended questions Objective Endorses development, & its high output replicability

What are the strengths of quantitative research?

What are the strengths of quantitative research? Creswell (2013) * Testing and validating already constructed theories about how and why phenomena occur.

What are the strengths of quantitative research? Creswell (2013) *Testing hypotheses that are constructed before the data are collected.

What are the strengths of quantitative research? Creswell (2013) *Can generalize research findings when the data are based on random samples of sufficient size.

What are the strengths of quantitative research? Creswell (2013) *Can generalize a research finding when it has been replicated on many different populations and subpopulations.

What are the strengths of quantitative research? Creswell (2013) *Useful for obtaining data that allow quantitative predictions to be made.

What are the strengths of quantitative research? Creswell (2013) * The researcher may construct a situation that eliminates the confounding influence of many variables, allowing one to more credibly establish cause-and-effect relationships.

What are the strengths of quantitative research? Creswell (2013) * Data collection using some quantitative methods is relatively quick (e.g., telephone interviews).

What are the strengths of quantitative research? Creswell (2013) * Provides precise, quantitative, numerical data

What are the strengths of quantitative research? Creswell (2013) * Data analysis is relatively less time-consuming (using statistical software).

What are the strengths of quantitative research? Creswell (2013) * The research results are relatively independent of the researcher (e.g. statistical significance).

What are the strengths of quantitative research? Creswell (2013) * It may have higher credibility with many people in power (e.g. administrators, politicians, people who fund programs)

What are the strengths of quantitative research? Creswell (2013) * It is useful for studying large numbers of people.

What are the weaknesses of quantitative research?

What are the weaknesses of quantitative research? Creswell (2013) * The researcher’s categories that are used might not reflect local constituencies’ understandings

What are the weaknesses of quantitative research? Creswell (2013) * The researcher’s theories that are used might not reflect local constituencies’ understandings.

What are the weaknesses of quantitative research? Creswell (2013) * The researcher might miss out on phenomena occurring because of the focus on theory or hypothesis testing rather than on theory or hypothesis generation (called the confirmation bias).

What are the weaknesses of quantitative research? Creswell (2013) * Knowledge produced might be too abstract and general for direct application to specific local situations, contexts, and individuals.

What are the kinds of quantitative research?

QUANTITATIVE RESEARCH TRUE EXPERIMENTAL QUASI EXPERIMENTAL EXPERIMENTAL NON - EXPERIMENTAL PRE EXPERIMENTAL DESCRIPTIVE CORRELATIONAL CAUSAL COMPARATIVE COMPARATIVE EVALUATIVE

KIND OF QUANTITATIVE RESEARCH TRUE EXPERIMENTAL EXPERIMENTAL *The sample groups must be assigned randomly. *There must be a viable control group. *Only one variable can be manipulated and tested. It is possible to test more than one, but such experiments and their statistical analysis tend to be cumbersome and difficult. *The tested subjects must be randomly assigned to either control or experimental groups.

KIND OF QUANTITATIVE RESEARCH QUASI EXPERIMENTAL EXPERIMENTAL *Constructions that already exist in the real world. *Categories fall short in some way of the criteria for the true experimental group. *Have some sort of control and experimental group, but these groups are not necessarily randomly selected.

KIND OF QUANTITATIVE RESEARCH PRE-EXPERIMENTAL EXPERIMENTAL *Employ a single group that receives the "treatment," and there is no control group. Pilot studies, one-shot case studies, and most research using only one group, fall into this category.

KIND OF QUANTITATIVE RESEARCH DESCRIPTIVE NON-EXPERIMENTAL *Systematic gathering of information from respondents for the purpose of understanding and/or predicting some aspects of the behavior of the population of interest. *Concerned with sampling, questionnaire design, questionnaire administration and data analysis.

KIND OF QUANTITATIVE RESEARCH CORRELATIONAL NON-EXPERIMENTAL *Correlational study is a quantitative kind of research in which there are two (2) or more quantitative variables from the same group of subjects. It determines if there is a relationship (or correlation) between the two (2) variables (a similarity between them, not a difference between their means).

KIND OF QUANTITATIVE RESEARCH CAUSAL COMPARATIVE NON-EXPERIMENTAL It is also known as “ex post facto” research. The basic causal-comparative approach involves starting with an effect and seeking possible causes (It starts with cause and investigates its effects on some variable).

KIND OF QUANTITATIVE RESEARCH COMPARATIVE NON-EXPERIMENTAL It examines the patterns of similarities and differences across a moderate number of cases. The typical comparative study has anywhere from a handful to fifty or more cases.

KIND OF QUANTITATIVE RESEARCH EVALUATIVE NON-EXPERIMENTAL A type of study that uses standard social research methods for evaluative purposes, as a specific research methodology, and as an assessment process that employs special techniques unique to the evaluation of social programs.

Directions: Write TRUE if the statement is correct and FALSE if otherwise. 1. The sample groups must be assigned randomly in true experimental research.

Directions: Write TRUE if the statement is correct and FALSE if otherwise. 2. Correlational study describes the relationship between two variables.

Directions: Write TRUE if the statement is correct and FALSE if otherwise. 3. Comparative design examines patterns of similarities and differences across a moderate number of cases. The typical comparative study has anywhere from a handful to fifty or more cases.

Directions: Write TRUE if the statement is correct and FALSE if otherwise. 4. Quantitative research is a structured way of collecting and analyzing data obtained from different sources.

Directions: Write TRUE if the statement is correct and FALSE if otherwise. 5. Survey results are based on larger sample sizes that are representatives of the population.

Directions: Write TRUE if the statement is correct and FALSE if otherwise. 6. Quantitative research is a burden to the students as well as to the society.

Directions: Write TRUE if the statement is correct and FALSE if otherwise. 7. The main purpose of quantitative research is to solve the corruption problem in the Philippines.

Directions: Write TRUE if the statement is correct and FALSE if otherwise. 8. People can improve themselves through quantitative research.

Directions: Write TRUE if the statement is correct and FALSE if otherwise. 9. One of the characteristics of quantitative research is to avoid poverty in the community.

Directions: Write TRUE if the statement is correct and FALSE if otherwise. 10. The results of the quantitative study CANNOT be used to generalize concepts more widely, predict future results, or investigate causal relationships.

Answer 1. T 6. F 2. T 7. F 3. T 8. T 4. T 9. F 5. T 10. F
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