Practical research 2 module 2 example of quantitative research, Lecture notes of Mathematics

Download Practical research 2 module 2 example of quantitative research and more Lecture notes Mathematics in PDF only on Docsity! CO_Q1_Practical Research 2_Module 1 PRACTICAL RESEARCH 2 Quarter 1 - Module 1 Nature of Inquiry and Research Senior High School Practical Research 2- Grade 12 Alternative Delivery Mode Quarter 1– Module 1: Nature of Inquiry and Research First Edition, 2020 Republic Act 8293, section 176 states that: No copyright shall subsist in any work of the Government of the Philippines. However, prior approval of the government agency or office wherein the work is created shall be necessary for exploitation of such work for profit. Such agency or office may, among other things, impose as a condition the payment of royalties. Borrowed materials (i.e., songs, stories, poems, pictures, photos, brand names, trademarks, etc.) included in this module are owned by their respective copyright holders. Every effort has been exerted to locate and seek permission to use these materials from their respective copyright owners. The publisher and authors do not represent nor claim ownership over them. Published by the Department of Education Secretary: Leonor Magtolis Briones Undersecretary: Diosdado M. San Antonio Printed in the Philippines by __________________ Department of Education – REGION 10 Office Address : Zone 1, Upper Balulang, Cagayan de Oro City 9000 Telephone : (088) 880-7071, (088) 880-7072 E-mail Address : region10@deped.gov.ph Development Team of the Module: Author: Kim Charies L. Okit, Rochelle A. Luzano, PhD Reviewers: Joel D. Potane, PhD Kareen J. Agcopra, PhD Warren I. Luzano, PhD Cristina D. Abao Shera May L. Gochuco Ryan Z. Roa Illustrator: Ley Krystal C. Jayoma Layout & Design Evaluator: Allan H. Guibone Management Team Chairperson: Dr. Arturo B. Bayocot, CESO III Regional Director Co-Chairpersons: Dr. Victor G. De Gracia Jr., CESO V Asst. Regional Director Mala Epra B. Magnaong CES, CLMD Members: Dr. Bienvenido U. Tagolimot,Jr. Regional ADM Coordinator Dr. Marie Emerald A. Cabigas Regional EPS, LRMDS 1 CO_Q1_Practical Research 2_Module 1 What I Need to Know At the end of this module, you should be able to: 1. Describe the characteristics, strengths, weaknesses, and kinds of quantitative research (CS_RS12-Ia-c-1); 2. Illustrate the importance of quantitative research across field (CS_RS12-Ia-c-2); 3. Differentiate the kinds of variables and their uses (CS_RS12-Ia-c-3); What I Know Directions: Read and analyze the statements below. Encircle the letter of the correct answer. 1. Which of the following statements is NOT a characteristic of quantitative research? A. Its results are taken from a sample can be generalized to the population. B. It delivers an in-depth understanding of the problem or study. C. It provides a more credible and reliable result. D. It involves statistical analysis of numerical data. 2. In an experiment, which group does not receive intervention? A. The treatment group C. The control group B. The participant group D. The experimental group 3. Which of the following research questions could be answered by using quantitative research methods? A. What is the most popular social media platform used by Senior High School students? B. How has the Covid-19 pandemic affected career choices among college students? C. What are the factors affecting depressive behavior? D. None of the above. 4. Which statement below illustrates a weakness of quantitative research? A. The responses of the participants are limited to what has been asked and the choices given. B. The researcher's perspective can influence interpretation of results. C. Data gathering takes too much time. D. There is low degree of subjectivity. 5. Which of the following is NOT a strength of quantitative research? A. Speedy data analysis B. Less expensive C. Replicable D. Objective 2 CO_Q1_Practical Research 2_Module 1 For items 6 and 7, identify whether the given research topic is: A. Correlational C. Descriptive B. Quasi- experimental D. Experimental 6. Determination of the degree of satisfaction of parents, teachers, and students on the online and modular blended learning 7. The effects of non-renewal of the ABS-CBN franchise to the average television viewing time of housewives 8. Which type of quantitative research seeks to determine relationship of one characteristic to the other? A. Correlational C. Ex-post facto B. Experimental D. Descriptive 9. Which of the following statements is NOT true about the importance of Quantitative Research? A. It helps educators identify ways to improve learning B. It helps improve crop production using safe organic fertilizers C. It helps pharmaceutical companies explore safe and effective medicines D. It helps understand victims of domestic violence perception of satisfaction For items 10 to 12, determine if the statement is: A. Always true C. Never true B. Sometimes true D. Cannot be identified 10. A nominal variable is expressed in numbers. 11. The independent and dependent variables are applicable to ALL quantitative studies. 12. Dependent variables can be manipulated. 13. A group of students would like to know if spending time with a cat or dog decreases the amount of stress and allows students to perform better on tests. Which of the following is an extraneous variable? A. Student’s feeling towards the cat or dog B. Amount of time spent with a cat or dog C. Test scores of students D. Amount of stress 14. A famous vlogger wanted to know if changing the content of his vlogs (food review, travel, study tips, etc.) will affect the number of views per uploaded video. The number of views per uploaded video is the: A. Confounding variable B. Independent variable C. Dependent variable D. Continuous variable 15. Which of the following is an example of a continuous variable? A. Learning modality used B. Student’s test score C. Student’s height D. Student’s IQ 3 CO_Q1_Practical Research 2_Module 1 Lesson 1 INTRODUCTION TO QUANTITATIVE RESEARCH What’s In Practical Research I introduced you to the two main classifications of research methods: quantitative and qualitative. You have learned that qualitative research is more of describing a phenomenon in a narrative; hence, the data collected can be in the form of words, images, or transcripts taken from a small sample, not generalizable to the population. Choosing a small sample size makes room for in-depth data collection and interpretation. In this lesson, you will learn about quantitative analysis, a more formal, objective, and systematic approach to obtaining answers to a question or problem of the study. What I Need to Know Vital to the conduct of a quantitative research project is a deep understanding of its characteristics. When you know its strengths and different classifications, you will be able to identify what kind of questions you should ask and what approach is most suited to find answers to these questions. The identification of its weaknesses, on the other hand, aids in recognizing the questions or topics that are inappropriate to this course. At the end of this lesson, you will have a good grasp of quantitative research that will prepare you in crafting a good research study and instrumental to building lifelong skills. What’s New Activity 1: Finding clues Directions: Group the following word clues if they are characteristics of Quantitative Research (Box A) or Qualitative Research (Box B). 1. Measurable 6. Text-based 11. Subjective 2. Behavior 7. Intervention 12. Small sample 3. Statistical 8. Experimental group 13. Tables and charts 4. Narrative 9. Unstructured observation 14. Deductive 5. Objective 10. Inductive 15. Generalizable A. Quantitative Research B. Qualitative Research 6 CO_Q1_Practical Research 2_Module 1 Kinds of Quantitative Research Quantitative research is a broad spectrum that it can be classified into smaller and more specific kinds: descriptive, correlational, ex post facto, quasi-experimental, and experimental. Descriptive design is used to describe a particular phenomenon by observing it as it occurs in nature. There is no experimental manipulation, and the researcher does not start with a hypothesis. The goal of descriptive research is only to describe the person or object of the study. An example of descriptive research design is “the determination of the different kinds of physical activities and how often high school students do it during the quarantine period.” The correlational design identifies the relationship between variables. Data is collected by observation since it does not consider the cause and effect, for example, the relationship between the amount of physical activity done and student academic achievement. Ex post facto design is used to investigate a possible relationship between previous events and present conditions. The term “Ex post facto” which means after the fact, looks at the possible causes of an already occurring phenomenon. Just like the first two, there is no experimental manipulation in this design. An example of this is “How does the parent’s academic achievement affect the children obesity?” A quasi-experimental design is used to establish the cause-and-effect relationship of variables. Although it resembles the experimental design, the quasi-experimental has lesser validity due to the absence of random selection and assignment of subjects. Here, the independent variable is identified but not manipulated. The researcher does not modify pre-existing groups of subjects. The group exposed to treatment (experimental) is compared to the group unexposed to treatment (control): example, the effects of unemployment on attitude towards following safety protocol in ECQ declared areas. Experimental design like quasi- experimental is used to establish the cause-and-effect relationship of two or more variables. This design provides a more conclusive result because it uses random assignment of subjects and experimental manipulations. For example, a comparison of the effects of various blended learning to the reading comprehension of elementary pupils. What’s More Activity 3: True or False Directions: On the space provided, write TRUE if the statement describes quantitative research and FALSE if it is incorrect. _______1. Quantitative data can be presented using tables and graphs. _______2. The results of quantitative research can be used to generalize and predict. _______3. Quantitative research is flexible so at any stage, the study may change. _______4. Quantitative data are more credible, reliable, and useful than qualitative data. _______5. The research study cannot be replicated or repeated because it is unique in every case. _______6. Data are in the form of numbers and analyzed statistically. _______7. Data analysis is an on-going process. It can be done at any stage of the process. _______8. The behavior of the participants is observed and is critical to the analysis of results. _______9. Analysis of data is less time-consuming. ______10. In quantitative research, the researcher participates and engages the participants in the study 7 CO_Q1_Practical Research 2_Module 1 Activity 4: Yes or No Direction: Write YES on the blank if the question requires for quantitative approach and NO if it does not. __________1. Are high grades in Mathematics a good indicator for employment after graduation? __________2. Will taking brain enhancers increase examination scores? __________3. Are there changes in consumer behavior before and after online selling was popularized? __________4. Do online learning materials enhance the computer skills of students? __________5. Are there changes in the study habits of public-school students before and after the Covid-19 pandemic? __________6. What kind of pick-up lines are most appealing to both genders at the early adult stage? __________7. Is there a difference in the academic performance of students using online, blended and modular learning modalities? __________8. Will student’s and parent’s attitudes towards distance learning change over time? __________9. Which of the four SHS tracks (Academic, Tech-Voc, Sports, Arts & Design) is greatly affected by the Covid-19 pandemic? __________10. What are the factors affecting the delayed completion and submission of assignments/tasks given to students using modular learning modality? What I Have Learned Directions: Write your learning about the following: 1. What is quantitative research? ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ 2. What are the characteristics of quantitative research? ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ 3. Discuss the strengths of quantitative research. ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ 4. Discuss the weaknesses of quantitative research. ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ 5. Describe each type of quantitative design and give one (1) example for each kind. A. Descriptive design. ________________________________________________ ___________________________________________________________________ ___________________________________________________________________ ___________________________________________________________________ 8 CO_Q1_Practical Research 2_Module 1 B. Correlational design. _______________________________________________ ___________________________________________________________________ ___________________________________________________________________ ___________________________________________________________________ C. Ex post facto design. _______________________________________________ ___________________________________________________________________ ___________________________________________________________________ ___________________________________________________________________ D. Quasi-experimental design. __________________________________________ ___________________________________________________________________ ___________________________________________________________________ E. Experimental design. _______________________________________________ ___________________________________________________________________ ___________________________________________________________________ ___________________________________________________________________ What I Can Do Directions: Read and identify ten (10) different quantitative research titles and classify them as to which quantitative design they belong. RESEARCH TITLE QUANTITATIVE RESEARCH DESIGN 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11 CO_Q1_Practical Research 2_Module 1 The table below shows some of the contributions of quantitative research to other fields and their example. Field Contribution/Application Example Social Science • Show effects of intervention to group behavior • Understand cultural or racial conflicts • Human satisfaction and stressors The effects of pandemic on social behavior and economic stability Natural and Physical Sciences • Investigate the effectiveness of a product or treatment to illnesses • Finding or enhancing alternative energy sources • Advancement in material science Antidiabetic properties of common Philippine herbs Agriculture and Fisheries • Increase the yield of crops • Prevent and cure crops and livestock diseases The effectiveness of organic and inorganic fertilizer to vegetable production Sports • Enhance athletic performance Diet and exercise techniques for different kinds of sports Business • Offer device marketing strategies • Improve marketability Effectiveness of Facebook ads on sales. Arts and Design • Show relationship between color and architectural space • Maximize use of Multimedia and adaptation for recreation, business marketing and lifestyle changes. The effects of music on learning and behavior. Environmental Science • Determine Cause and effects of climate change The environmental factors affecting natural calamities 12 CO_Q1_Practical Research 2_Module 1 What’s More Directions: In a separate sheet, make a concept map (example below) of all other fields/disciplines where you think quantitative research can be applied. Explain why quantitative research is important to these fields. _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ Quantitative Research Journalism History Engineering Anthropology 13 CO_Q1_Practical Research 2_Module 1 What I Have Learned Directions: Answer the following questions clearly and briefly. A. How is quantitative research relevant to different discipline? _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ _________________________________________________________________________ B. Briefly explain the importance or contribution of quantitative research to each of the following fields of study. Field Importance / Contribution Natural and Physical Science Education Sports Arts and Design Agriculture and Fisheries Information and Communication Technology Social Science Business and Accounting 16 CO_Q1_Practical Research 2_Module 1 4. The variable is the presumed effect of the manipulation on the object/subject of the experiment. A. Extraneous variable C. Dependent variable B. Independent variable D. Confounding variable 5. A type of variable that represent categories and can be ordered. A. Nominal C. Ordinal B. Discrete D. Ratio 6. What type of variable is characterized by evenly dispersed range of numbers? A. Nominal C. Dichotomous B. Interval D. Ratio 7. The variable that has potential effect on the dependent variables that are not part of the study. A. Extraneous variable C. Dependent variable B. Independent variable D. Confounding variable 8. A variable that is used to name, categorize, or label the attributes being measured. A. Nominal C. Ordinal B. Interval D. Ratio 9. What type of variable is gender? A. Nominal C. Dichotomous B. Interval D. Continuous 10. What type of variable is height of students before and after taking growth enhancers for 2 months? A. Nominal C. Dichotomous B. Interval D. Continuous What Is It To get an answer to an inquiry that they are investigating, researchers will observe and measure the quality or quantity of the object of the study. It is therefore imperative for the researcher to identify the variables significant in explaining observed effects or behavior. A Variable is anything that has a quantity or quality that varies. For instance, during the quarantine period, your mother planted tomato seedlings in pots. Now common understanding from science tells you that several factors are affecting the growth of tomatoes: sunlight, water, kind of soil, and nutrients in soil. How fast the tomato seedlings will grow and bear fruits will depend on these factors. The growth of tomatoes and the number of fruits produced are examples of the Dependent Variables. The amount of sunlight, water, and nutrients in the soil are the Independent Variables. If there is an existing relationship between the independent and dependent variables, then the value of the dependent variable varies in response to the manipulation done on the independent variable. The independent variable is also identified as the presumed cause while the dependent variable is the presumed effect. In an experimental quantitative design, the independent variable is pre-defined and manipulated by the researcher while the dependent variable is observed and measured. For descriptive, correlational, and ex post facto quantitative research designs, independent and dependent variables simply do not apply. 17 CO_Q1_Practical Research 2_Module 1 It is important to note other factors that may influence the outcome (dependent variable) not manipulated or pre-defined by the researcher. These factors are called Extraneous Variables. In our example above, the presence of pests and environmental stressors (e.g. pets, extreme weather) are the extraneous variables. Since extraneous variables may affect the result of the experiment, it is crucial for the researcher to identify them prior to conducting the experiment and control them in such a way that they do not threaten the internal validity (i.e. accurate conclusion) of the result. Controlling the extraneous variable can be done by holding it constant or distribute its effect across the treatment. When the researcher fails to control the extraneous variable that it caused considerable effect to the outcome, the extraneous variable becomes a Confounding Variable. For example, if the tomato had been infested by pests (confounding variable) then you cannot conclude that manipulations in sunlight, water, and soil nutrients (independent variable) are the only contributing factors for the stunted growth and poor yield (dependent variable) of the plant or is it the result of both the independent variables and the confounding variable. The variables can also be classified according to their nature. The diagram below shows the different classifications: I. Quantitative Variables, also called numerical variables, are the type of variables used in quantitative research because they are numeric and can be measured. Under this category are discrete and continuous variables. A. Discrete variables are countable whole numbers. It does not take negative values or values between fixed points. For example: number of students in a class, group size and frequency. B. Continuous variables take fractional (non-whole number) values that can either be a positive or a negative. Example: height, temperature. Numerical data have two levels of measurement, namely: A. Intervals are quantitative variables where the interval or differences between consecutive values are equal and meaningful, but the numbers are arbitrary. For example, the difference between 36 degrees and 37 degrees is the same as between 100 degrees and 101 degrees. The zero point does not suggest the absence of a property being measured. Temperature at 0 degree Celsius is assigned as the melting point of ice. Other examples of interval data would be year and IQ score. VARIABLE QUANTITATIVE (NUMERICAL) DISCREET CONTINUOUS QUALITATIVE (CATEGORICAL) NOMINAL ORDINAL DICHOTOMOUS 18 CO_Q1_Practical Research 2_Module 1 B. Ratio type of data is similar to interval. The only difference is the presence of a true zero value. The zero point in this scale indicates the absence of the quantity being measured. Examples are age, height, weight, and distance. II. Qualitative Variables also referred to as Categorical Variables are not expressed in numbers but are descriptions or categories. It can be further divided into dichotomous, nominal or ordinal. A. Dichotomous variable consists of only two distinct categories or values, for example, a response to a question either be a yes or no. B. Nominal variable simply defines groups of subjects. In here, you may have more than 2 categories of equivalent magnitude. For example, a basketball player’s number is used to distinguish him from other players. It certainly does not follow that player 10 is better than player 8. Other examples are blood type, hair color and mode of transportation. C. Ordinal variable, from the name itself, denotes that a variable is ranked in a certain order. This variable can have a qualitative or quantitative attribute. For example, a survey questionnaire may have a numerical rating as choices like 1, 2, 3, 4, 5ranked accordingly (5=highest, 1=lowest) or categorical rating like strongly agree, agree, neutral, disagree and strongly disagree. Other examples or ordinal variable: cancer stage (Stage I, Stage II, Stage III), Spotify Top 20 hits, academic honors (with highest, with high, with honors). What’s More Activity 2: Identifying variables Directions: Identify the Independent, Dependent and Extraneous variable/s in each of the following situations. 1. Three groups of students were placed in a classroom with controlled room temperatures of 18°C, 20°C, 25°C. The math exam scores of the students were then taken and compared to the other groups. Independent variable: ____________________________________________________ Dependent variable: ______________________________________________________ Extraneous variable: _____________________________________________________ 2. An online seller would like to know whether the indication of price on Facebook posts will attract consumers more. He posted 50 products for sale on Facebook market, 25 of which he indicated the price while the remaining 25 products, did not have prices. Buyers were just instructed to send him a personal message (pm) if they want to know the price. He then identified which products have greater sales. Independent variable: ____________________________________________________ Dependent variable: ______________________________________________________ Extraneous variable: _____________________________________________________ 21 CO_Q1_Practical Research 2_Module 1 4. How does confounding variable affect the validity of the study? ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ 5. When do we use discrete, continuous, nominal, ordinal? ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ ______________________________________________________________________ What I Can Do Make a quick survey to your friends, family members and professors who have previously conducted a quantitative research study. Evaluate the title of their papers and identify the independent, dependent, and other variables. 22 CO_Q1_Practical Research 2_Module 1 Summary • Quantitative research uses scientifically collected and statistically analyzed data to investigate observable phenomena. • Characteristics of quantitative research are (1) Large sample size, (2) Objective, (3) Visual result presentation, (4) Faster data analysis, (5) Generalized data, (6) Fast data collection, (7) Reliable data, and (8) Replication. • Kinds of quantitative research are (1) Descriptive, (2) Correlational, (3) Ex post facto design, (4) quasi-experimental, and (5) experimental. • Types of Variables: (1) Independent, (2) Dependent, (3) Extraneous, (4) Continuous, (5) Discrete, (6) Dichotomous, (7) Nominal variable and (8) Ordinal variable. Assessment: (Post-Test) Directions: Read and analyze the statements below. Encircle the letter of the correct answer. 1. Which of the following statements is NOT true about the importance of Quantitative Research? A. helps educators identify ways to improve learning B. helps improve crop production using safe organic fertilizers C. helps pharmaceutical companies explore safe and effective medicines D. helps understand victims of domestic violence perception of satisfaction 2. Which of the following statements is NOT a characteristic of quantitative research? A. The results taken from a sample can be generalized to the population. B. It provides an in-depth understanding of the problem or study. C. It provides a more credible and reliable result. D. Statistical analysis of numerical data. 23 CO_Q1_Practical Research 2_Module 1 3. In an experiment, which group does not receive intervention? A. The treatment group C. The control group B. The participant group D. The experimental group 4. Which of the following research questions could be answered by using quantitative research methods? A. What is the most popular social media platform used by Senior High School students? B. How has the Covid-19 pandemic affects career choices among college students? C. What are the factors affecting depressive behavior? D. None of the above. 5. Which of the following is NOT a strength of quantitative research? A. Speedy data analysis B. Less expensive C. Replicable D. Objective 6. Which statement below illustrates a weakness of quantitative research? A. The responses of the participants are limited to what has been asked and the choices given. B. The researcher's perspective can influence interpretation of results. C. Data gathering takes too much time. D. There is low degree of subjectivity. For items 7 and 8, identify whether the given research topic is: A. Correlational C. Descriptive B. Quasi- experimental D. Experimental 7. Determination of the degree of satisfaction of parents, teachers, and students on the online and modular blended learning. 8. The effects of non-renewal of the ABS-CBN franchise to the average daily time watching television of housewives. 9. Which type of quantitative research seeks to determine relationship of one characteristic to the other characteristic? A. Correlational C. Ex-post facto B. Experimental D. Descriptive For items 10 to 12, determine if the statement is: A. Always true C. Never true B. Sometimes true D. Cannot be identified 10 Dependent variables can be manipulated. 11. The independent and dependent variables are applicable to ALL quantitative studies. 26 CO_Q1_Practical Research 2_Module 1 References CIRT: Center for Innovation in Research and Teaching. no date. " An Overview of Quantitative Research." Grand Canyon University. Accessed June 1, 2020. https://bit.ly/2LUP3ye I Hope. 2019. " Quantitative Research: It’s Characteristics and Strenghts." YouTube. Accessed June 3, 2020. https://bit.ly/2LWH6bR "Introduction to Quantitative Research." SAGE Publication. Accessed June 1, 2020. https://bit.ly/2B2867y For inquiries or feedback, please write or call: Department of Education - Bureau of Learning Resources (DepEd-BLR) Ground Floor, Bonifacio Bldg., DepEd Complex Meralco Avenue, Pasig City, Philippines 1600 Telefax: (632) 8634-1072; 8634-1054; 8631-4985 Email Address: blr.lrqad@deped.gov.ph * blr.lrpd@deped.gov.ph