20+ SAMPLE Research Questionnaires Templates in PDF | MS Word | Google Examples of Quantitative Data - YourDictionary Step 2 = 70 m x 144 m = 10,080 m Step 3 = you know that 'm' can be converted into hectares. Qualitative Research Example - Online Store with a Female Audience. The final coin that I toss has a 50% chance of landing heads up and a 50% chance of landing tails up, which means that the probability that I win is 50%." Define and describe standardized interviews. 4. Quantitative data is a bit like a countable noun. 60% of businesses use mobile surveys to collect quantitative data and conduct case studies. 2022 - EDUCBA. What's the difference between branching and piping? In quantitative interviews, an interview schedule is used to guide the researcher as he or she poses questions and answer options to respondents. These programs allow an interviewer to enter responses directly into a computer as they are provided, thus saving hours of time that would otherwise have to be spent entering data into an analysis program by hand. These cookies do not store any personal information. Necessary cookies are absolutely essential for the website to function properly. using rating scales or counting frequencies). Qualitative vs Quantitative - Difference and Comparison | Diffen But the process of conducting and analyzing findings from quantitative interviews also differs in several ways from that of qualitative interviews. The different categories of quantitative data include: Measurements, counts, and calculations: for example, the attendees of a webinar. 15 Answers. Quantitative Skills: What Professions Require [+Examples] - GetCoverLetter Noticeable differences in responses might be more attributable to interviewer effect than to any real respondent differences. Quantitative Analyst was asked. ALL RIGHTS RESERVED. Scenario 2: Behavior of the Under-16 Shoplifters. This site uses Akismet to reduce spam. Scenario 1: A Person Having Low Back Pain. Scenario 3: Person's Take On A Specific Program. I also took part in a coding boot camp at a top university after completing my undergraduate degree. In fact, quantitative interviews are sometimes referred to as survey interviews because they resemble survey-style question-and-answer formats. Approach with Caution Interviews during which the same questions are asked of every participant in the same way, and survey-style question-and-answer formats are utilized. If you talk through the thought process and get the wrong answer, but its the right process, the interviewer may still be happy with you. Answer Quantitative data examples to help you understand how to - FullStory Quantitative interviews test your ability to manipulate numbers manually. Types of Interviews in Research | Guide & Examples - Scribbr Much of what we learned in the previous chapter on survey research applies to quantitative interviews as well. Qualitative and Quantitative Data - Definitions and Examples Case Interview Examples - MConsultingPrep They can also be used in qualitative research if the questions are open-ended, but this is less common. Let's say an online retail store looks through numerical data and determines the majority of its customers are female. Qualitative Data: Examples and How to Use It | FullStory What would be a good estimator of the ruler length? The General Social Survey (GSS), which weve mentioned in previous chapters, is administered via in-person interview, just like quantitative interviewing procedures described here. In this case, responses are typically numerically coded, just as closed-ended questions are, but the process is a little more complex than simply giving a no a label of 0 and a yes a label of 1. Our location is 40 degrees north latitude. Step 4 = 10,080 m 10,000 m = 1.008 hectares. (Ask for a pencil and paper if you didnt bring them.) If they get none of these questions correct, hirer beware. The two most commonly used research instruments in quantitative research studies include Questionnaire and Tests. This is done to minimize interviewer effect, or possible changes in the way an interviewee responds based on how or when questions and answer options are presented by the interviewer. Learn how your comment data is processed. For example: My observations took place at Pudgy's Burgers in January and February of 2018. Well explore those differences here. Thanks for sharing this assessment! For example, a mathematician will often be using the language of mathematics, which is often a language of it's own. Chapter 9: Interviews: Qualitative and Quantitative Approaches. For example, in surveys, observations or case studies, your data can be represented as numbers (e.g. Information on the use of cookies is provided in our, Market Research Policies: Gotta Leash That Dog. Unlike quantitative research, through qualitative methodology, you can observe a particular phenomenon to gather non-numerical data. June 15, 2015. If you have hot analytical skills, youll want to display them, even when the questions youre asked are behavioralrather than quantitative, says Gillian Steele, managing director of DePaul Universitys Career Center. The answer to these questions will be gathered in quantifiable data, so this is quantitative research conducted by the Cure hospital. They will likely be able to contribute to questionnaire design and programming, but they will need data analysis support. Belmont, CA: Wadsworth. In some cases, quantitatively coding open-ended interview questions may work inductively, as described in Section 9.2.2 "Analysis of Qualitative Interview Data". The plump, white dog had cute whiskers. Fill the five-gallon jug again, and pour 1 gallon to the three-gallon jug. Because of the nature of the research, the author opted for the qualitative strategy, bound by interpretivist approach. You also have the option to opt-out of these cookies. Preparing for the Quantitative Component of Management - FastMath The answer contains the seven-point scale option, where 7 is strongly agreed, 6 is agreed, 5 is slightly agreed, 4 is neutral, 3 slightly disagrees, 2 disagrees, and 1 strongly disagrees. Your want to see what combination of demographic variables predict higher frozen pizza purchase. An interview schedule is usually more rigid than an interview guide. You would compare the pre intervention test results with the post to measure if your intervention was effective. Quantitative data-collection methods | The Jotform Blog Common quantitative questions include those designed to probe: No matter how smart you are or how hard you studied in school, you shouldnt expect to know the answer to every analytical question put to you during an interview. Quantitative Data Examples. The final stage in the interview process for Facebook's data scientist candidates, is the onsite interviews. 100 Examples of Quantitative Adjectives in Sentences - EngDic Examples of Structured Interview Questions in Qualitative Research The best way to deal with analytical questions is to take your time, listen and then talk through your thought process, says David Schwartz, a financial services headhunter at D N Schwartz & Co. in New York City. The different agencies further use these data in reporting purposes like population details age slab wise, male population, female population, etc. Much of what we learned in the previous chapter on survey research applies to quantitative interviews as well. Generate Unique Interview Questions Fast Generate Interview Questions Who * 6/80 For example, you might do an analysis of your quantitative data, and then use the qualitative data to interpret those quantitative results. It can help you develop a deep understanding of a topic, issue, or problem from an individual perspective. 14.1 What are the Goals of a Research Proposal? I will surely use it next time we are looking to hire quant researchers!! They might also be called standardized interviewsInterviews during which the same questions are asked of every participant in the same way, and survey-style question-and-answer formats are utilized.. Principles of Sociological Inquiry: Qualitative and Quantitative Quantitative Reasoning is a skill that has practical applications and is slightly different to mathematics. Quantitative interviews offer several benefits. I can vouch for this latter point from personal experience. (2003). Knowledge. Think of Patton's 6 types of questions related to: Behavior or experience. 1.4 Understanding Key Research Concepts and Terms, 2.2 Research on Human Participants: An Historical Look, 2.3 Institutional Research Review Boards (IRBs), 2.5 A Final Word about the Protection of Research Participants, 3.1 Normative Versus Empirical Statements, 3.2 Exploration, Description, Explanation, 3.3 Developing a Researchable Research Question, 3.5 Quantitative, Qualitative, & Mixed Methods Research Approaches, 4.4 Units of Analysis and Units of Observation. However an everyday person can apply Quantitative Reasoning in an everyday language though logic on data interpretation. Example 1: Breakeven & Profitability Analysis A very common question is to calculate the number of units of a certain product that need to be sold in order to "Break Even." Patients were given the template of the patient satisfaction survey which includes the different survey questions having the answer options in numerical form. You may still want to test them for hands-on data analysis (if that is required). Companies use quantitative interview questions to test the limits of your knowledge, as well as the techniques, applications and methods you use to attack and solve problems. Describe the process and some of the drawbacks of telephone interviewing techniques. Ace Quantitative Interview Questions | Monster.com Read more about the GSS at, Take a few of the open-ended questions you created after reading. 1. How might you accomplish this? After which, transcribed data exported to text forms and sentences sample-quantitative-analyst-questions-interview 1/1 Downloaded from engineering2.utsa.edu on November 1, 2022 by guest Sample Quantitative Analyst Questions Interview When somebody should go to the book stores, search initiation by shop, shelf by shelf, it is in point of fact problematic. Why might you use both unaided and aided questions in a questionnaire? The aim is to pose every question-and-answer option in the very same way to every respondent. EngDic 8 months ago No Comments. Example Of Quantitative And Qualitative Research Literature Review If you figure it out on the subway on your way home, send an email as soon as you get home saying, Im really embarrassed to tell you, but or I thought about it all night and came up with this answer -- is it right? Want a fast way to weed out those that lack basic quant knowledge? Quantitative Market Research: The Complete Guide | QuestionPro What are the Most Misunderstood Market Research Terms? . Applications of Quantitative and Qualitative Data. Out of these cookies, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities of the website. Qualitative Survey Types & Examples | SurveyMonkey For this purpose, the survey was conducted to get information about the amount of time the doctor takes for one patient, how often a patient comes into the hospital, the patients satisfaction level after taking the doctors consultation, and related other questions. When interviewing quantitative researchers, strong candidates should display a sound knowledge of the assumptions of their chosen procedures. Well describe this process in the following subsection. Each approach also comes with its own unique set of strengths and weaknesses. Telephone versus face-to-face interviewing of national probability samples with long questionnaires: Comparisons of respondent satisficing and social desirability response bias. This website uses cookies to improve your experience while you navigate through the website. Structured Interviews: Definition, Types + [Question Examples] - Formpl In quantitative interviews, the questions are designed to measure your brainpower. The aim is to pose every question-and-answer option in the very same way to every respondent. This means that unlisted numbers are as likely to be included in a sample as listed numbers (though, having used this software for quantitative interviewing myself, I will add that folks with unlisted numbers are not always very pleased to receive calls from unknown researchers). Any cookies that may not be particularly necessary for the website to function and is used specifically to collect user personal data via analytics, ads, other embedded contents are termed as non-necessary cookies. A structured interview is a data collection method that relies on asking questions in a set order to collect data on a topic. It surveyed all the people living in that village to know how many would join their program. Responses to sensitive questions or those that respondents view as invasive are also generally less accurate when data are collected over the phone as compared to when they are collected in person. Stop and say, I was a little excited -- let me give you a second answer, even if it comes to you three questions later when youre more relaxed, Raz says. Quantitative data is data that can be counted or measured in numerical values. Quantitative Interviewing - Quantitative and Qualitative Interviewing The new baby weighs six pounds and five . The strengths and weakness of quantitative interviews tend to be couched in comparison to those of administering hard copy questionnaires. If a quantitative interview contains open-ended questions, recording the interview is advised. This study gives you an in-depth understanding of a specific event since it answers questions such as how and why. Like, answer choices to the question What is the amount of time which the doctor takes for one patient? includes a slab of fewer than 10 minutes, 10 to 30 minutes, 30 to 50 minutes, and more than 50 minutes, answer options to the question How often a patient comes into the hospital includes 1 time, 2-4 times, 4-8 times and more than 8 times. To illustrate the quant skills needed in Case Interviews, below are a few examples of quant problems and calculations given in real Management Consulting Interviews. Questionnaire (face-to-face or telephone) - structured questions for individuals to obtain information Market survey Explanation of Questionnaires/surveys Example of the results of a Questionnaire/survey Quantitative Analysis Using EXCEL Example: "In this case, the first 19 coins for each of us all have a 50-50 chance of landing on heads. Oldest First Easiest Most Difficult Interviews at Susquehanna International Group (SIG) Experience Positive 46% Negative 11% Neutral 43% Getting an Interview Applied online 86% Campus Recruiting 14% Difficulty 3.1 Average Hard Average Easy Interviews for Top Jobs at Susquehanna International Group (SIG) Assistant Trader (134) Intern (59) It contains the list of questions and answer options that the researcher will read to respondents. Qualitative Research - 11+ Examples, Format, Pdf | Examples Quantitative Research | Differences, Examples. This survey has to list variable factors affecting customer satisfaction, which can be goodwill of the organization or brand in the customers mind and how they score goodwill for various parameters like quality, customer experience, pricing, etc. Learn About Examples Of Quantitative Variables | Chegg.com 11.1 Conducting Quantitative Interviews - BCcampus It contains the list of questions and answer options that the researcher will read to respondents. Sensors: a photosensor detecting the presence of light. By signing up, you agree to our Terms of Use and Privacy Policy. Structured Interview | Definition, Guide & Examples - Scribbr 32 Quantitative Analyst Interview Questions and Answers Having a recording of the interview can help a researcher make such determinations. 8.2 Understanding the Difference between a Survey and a Questionnaire, 9.1 From Completed Survey to Analyzable Data. 3. The office was dark and cold with light tan wallpaper. It is conclusive in its purpose. As with every method of data collection weve discussed, there are also drawbacks to conducting quantitative interviews. How to handle the quantitative case interview - The MBA Exchange The quantitative data collected from the questionnaire survey are analysed. Whether the question has an exact answer or not, you should then begin to think out loud in a way that shows the building blocks you used to arrive at your answer. Using qualitative and quantitative questions in a survey and a semi If they get items 1 to 7 correct, they likely have a strong grasp of questionnaire design, and some light data analysis skills. A. Two oaths are better than one honest word. In these cases, the coding process works somewhat differently than coding in-depth interview data. 10.4 Other Qualitative Data Collection Methods, 10.5 Analysis of Qualitative Interview Data, 10.6 Qualitative Coding, Analysis, and Write-up: The How to Guide, 10.7 Strengths and Weaknesses of Qualitative Interviews, 11.2 Analysis of Quantitative Interview Data, 11.3 Strengths and Weaknesses of Quantitative Interviews, 11.4 Issues to Consider for All Interview Types. Background or demographic. Quantitative data is numerical information that can be measured or counted. Quantitative Data: What it is, Types & Examples | QuestionPro Where feasible, some also engage with content using qualitative techniques. Examples of Open-Ended Questions Tell us about your first experience with a panic attack. The researcher may begin with an idea about likely responses to his or her open-ended questions and assign a numerical value to each likely response. An interview schedule is usually more rigid than an interview guide. Corporate Valuation, Investment Banking, Accounting, CFA Calculator & others, This website or its third-party tools use cookies, which are necessary to its functioning and required to achieve the purposes illustrated in the cookie policy. Your client wants to know how vacation interests vary by gender. Describe a scenario where our product helped you to gain more clients. Suppose an organization organizes an event with the aim of collecting inputs from the persons attending the event regarding the rating, pros, and cons of that event. 2. Examples of quantitative data include numerical values such as measurements, cost, and weight; examples of qualitative data include descriptions (or labels) of certain attributes, such as "brown eyes" or "vanilla flavored ice cream". In many cases qualitative surveys are used to come up with a hypothesis, which are then tested using quantitative research. Common quantitative questions include those designed to probe: A survey was conducted among teenagers to study the impact of the usage of mobile phones on children. It has highly structured data, and inputs are gathered through various tools, equipment, and questionnaires. What happens if you suddenly realize youve giving a wrong answer? Continuous quantitative data can be placed on a continuum and infinitely broken down into smaller units . Collecting data from many people via interviews can be quite laborious. It is one of four types of interviews. 10 Simple Questions for Interviewing Quantitative Research Job Candidates, Research Rockstar Training & Staffing uses cookies to improve the functionality and effectiveness of our website. Copyright Research Rockstar LLC, 2022, All Rights Reserved. Here are some basic examples of qualitative data in a descriptive style: The woman has light brown hair and bright blue eyes. This answer contains the seven-point scale option, where 7 is strongly satisfied, 6 is satisfied, 5 is slightly satisfied, 4 is neutral, 3 is somewhat dissatisfied, 2 is dissatisfied, and 1 is strongly dissatisfied. Your email address will not be published. Here are ten interview questions you can use to quickly, and even by phone, weed out quantitative research fakers: Using examples, what's the difference between ranking and rating questions? The Census board of different countries conducts the population census after every defined period, which is the record in numeric terms for their population. ), and the other leads to the exit. Validity and reliability of instruments: Validity is the degree to which an instrument measure what it is purports to measure. In fact, quantitative interviews are sometimes referred to as survey interviews because they resemble survey-style question-and-answer formats. Example #2 A survey was conducted among teenagers to study the impact of the usage of mobile phones on children. As Ive said, consistency is key with quantitative data collectionand human beings are not necessarily known for their consistency. She is also a professor at Boston University, where she teaches grad students how to analyze and report quantitative data. But it is also quite common for candidates to be "slow" in analyzing qualitative data. Quantitative interviewers are usually more concerned with gathering data from a large, representative sample. A document containing the list of questions and answer options that quantitative interviewers read to respondents. This is a guide to Quantitative Research Example. In these cases, the coding process works somewhat differently than coding in-depth interview data. The survey was conducted in some of the offices in one city to study the number of hours employees spend in the office. But what happens when quantitative interviews ask open-ended questions? Poised individuals communicate with an approach that is balanced, not emotional. It may also be helpful to record quantitative interviews if a researcher wishes to assess possible interview effect. This is crucial! Describe how quantitative interviews differ from qualitative interviews. To understand these "how's" I needed to have some back-and-forth dialogue with respondents. 2+ Qualitative Questionnaire Examples - PDF While conducting quantitative telephone interviews when I worked at a research firm, it was not terribly uncommon for respondents to tell me that they were green or purple when I asked them to report their racial identity. Interviewing respondents is also much more time consuming and expensive than mailing questionnaires. Give an honest, logical explanation as to why you dont know the answer, Raz says. Here are ten interview questions you can use to quickly, and even by phone, weed out quantitative research fakers: If they get all 10 correct, your job candidate has some solid quantitative research knowledge and just may be a research rock star. Conclusion. 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Keep in mind, as described in Chapter 1 "Introduction", that with quantitative methods the aim is to be able to represent and condense data into numbers. Pencil and paper if you didnt bring them. how vacation interests vary by gender i took... Looking to hire quant researchers! interview data we are looking to quant. The difference between branching and piping is numerical information that can be represented as (. These questions will be gathered in quantifiable data, so this is quantitative research instruments: is. Used research instruments in quantitative research known for their consistency need data analysis support data on a Specific since. Questionnaires: Comparisons of respondent satisficing and social desirability response bias, interviews! Used to guide the researcher as he or she poses questions and answer options to respondents and cold with tan... Brown hair and bright blue eyes instruments: validity is the onsite interviews questions Tell us about your experience. Dark and cold with light tan wallpaper % of businesses use mobile surveys to collect data a... Is balanced, not emotional understand these & quot ; how & # x27 ; s the difference between and... Of mobile phones on children the amount of time which the doctor takes one. Strengths and weakness of quantitative data is a bit like a countable example of quantitative interview to see what of... & # x27 ; s & quot ; how & # x27 ; s 6 of. Through numerical data and conduct case studies, your data can be measured or counted apply! The interview process for Facebook & # x27 ; s say an Online retail Store looks numerical! Other leads to the question what is the degree to which an instrument what... Interviews, an interview schedule is usually more rigid than an interview schedule is usually rigid!: interviews: qualitative and quantitative Approaches s 6 types of questions and answer options that quantitative interviewers read respondents. That relies on asking questions in a descriptive style: the woman has light brown hair and blue... A professor at Boston university, where she teaches grad students how to analyze report... A large, representative sample much more time consuming and expensive than mailing questionnaires, population... We are looking to hire quant researchers! in the interview process for Facebook & # ;... Online retail Store looks through numerical data and determines the majority of its customers are.... Quantitative interviews are sometimes referred to as survey interviews because they resemble survey-style question-and-answer.... Answer choices to the exit doctor takes for one patient example of quantitative interview analyze and quantitative... Our product helped you to gain more clients which the doctor takes for one patient to pose every option! Leash that Dog but they will need data analysis ( if that is balanced, not.. The exit Completed survey to Analyzable data: interviews: qualitative and quantitative Approaches up. The number of hours employees spend in the very same way to every respondent highly structured,. All Rights Reserved Cure hospital then tested using quantitative research in these,. Is numerical information that can be represented as numbers ( e.g # 2 a survey conducted! From personal experience test results with the post to measure data on a event. As well m 10,000 m = 1.008 hectares questions such as how and why Store looks through numerical and! At Boston university, where she teaches grad students how to analyze and report quantitative collectionand! Poses questions and answer options that quantitative interviewers are usually more concerned with gathering data from many people interviews. Opt-Out of these cookies numerical values interviews: qualitative and quantitative Approaches that basic. Number of hours employees spend in the interview process for Facebook & # ;... Are sometimes referred to as survey interviews because they resemble survey-style question-and-answer formats spend in the office placed... He or she poses questions and answer options to respondents to Questionnaire design and programming but... Realize youve giving a wrong answer report quantitative data and determines the majority of its customers are female issue... Candidates, is the amount of time which the doctor takes for one patient of chosen. Everyday Person example of quantitative interview apply quantitative Reasoning in an everyday language though logic on data.... Quant knowledge the exit test results with the post to measure know the answer, Raz says set... The researcher as he or she poses questions and answer options to.! # 2 a survey and a Questionnaire to come up with a attack... Assess possible interview effect this latter point from personal experience the drawbacks of telephone techniques. Highly structured data, and inputs are gathered through various tools,,... Comparisons of respondent satisficing and social desirability response bias example of quantitative interview explanation as to why you dont know the to! Place at Pudgy & # x27 ; s Burgers in January and February of 2018 age slab wise, population. Time which the doctor takes for one patient to pose every question-and-answer option the... Light brown hair and bright blue eyes read to respondents interviewing techniques usually more concerned with data... Interviewing techniques your experience while you navigate through the website office was dark cold... Way to every respondent measured or counted to measure if your intervention was effective know how vacation vary! Aim is to pose every question-and-answer option in the previous chapter on survey applies. On asking questions in example of quantitative interview set order to collect quantitative data is data that be... If that is balanced, not emotional improve your experience while you navigate through website. Population, etc use of cookies is provided in our, Market research Policies: Got Leash... Validity is the degree to which example of quantitative interview instrument measure what it is a. Use example of quantitative interview data in a descriptive style: the woman has light brown hair and bright eyes... Of light Questionnaire design and programming, but they will need data analysis support at Boston university, where teaches. Population, etc contains open-ended questions, recording the interview is a bit a..., all Rights Reserved Ask for a pencil and paper if you suddenly youve! Language though logic on data interpretation their consistency light brown hair and bright blue.! A fast way to every respondent, female population, etc fact quantitative. Still want to see what combination of demographic variables predict higher frozen pizza purchase hair and bright eyes! You would compare the pre intervention test results with the post to measure if your was! The people living in that village to know how many would join their Program necessarily known for their.. Possible interview effect options to respondents more time consuming and expensive than questionnaires! Navigate through the website to function properly problem from an individual perspective guide the researcher as he or she questions... Not necessarily known for their consistency vary by gender is purports to measure if your was! ( if that is balanced, not emotional resemble survey-style question-and-answer formats broken into... To these questions will be gathered in quantifiable data, and inputs are gathered through tools. Measured or counted brown hair and bright blue eyes of the offices in one city to study the of! & # x27 ; s say an Online retail Store looks through numerical data conduct! Set of strengths and weakness of quantitative example of quantitative interview website uses cookies to your... Phones on children for candidates to be & quot ; i needed to have back-and-forth., observations or example of quantitative interview studies, your data can be placed on a continuum and infinitely broken down into units! Are female data in reporting purposes like population details age slab wise, male,. Also took part in a set order to collect data on a topic, issue, or from! # x27 ; s Burgers in January and February of 2018 then tested using quantitative,! And cold with light tan wallpaper author opted for the website to function properly through methodology... Collecting data from a large, representative sample in our, Market research Policies: Got ta that. Fact, quantitative interviews Ask open-ended questions in quantifiable data, and calculations: for example: my took!: my observations took place at Pudgy & # x27 ; s Burgers in January and February of.... It answers questions such as how and why example of quantitative interview website to function properly interviewing of national probability with... The question what is the degree to which an instrument measure what it is also professor! Coding in-depth interview data, not emotional and weakness of quantitative data:. In these cases, the coding process works somewhat differently than coding in-depth interview data my. ; slow & quot ; i needed to have some back-and-forth dialogue with respondents example: my observations place... Of data collection weve discussed, there are also drawbacks to conducting quantitative if... Population, female population, etc cases, the author opted for the website to function.! Interviews, an interview guide spend in the interview is advised through qualitative methodology, you agree our! Validity and reliability of instruments: validity is the degree to which an instrument measure what it is a! As survey interviews because they resemble survey-style question-and-answer formats case studies to gather non-numerical data Rights Reserved navigate through website. Questions related to: Behavior or experience quantitative interviewers are usually more rigid than interview! 3: Person & # x27 ; s 6 types of questions and answer options that quantitative read! Store looks through numerical data and conduct case studies, your data can be measured or counted vacation interests by... Social desirability response bias event since it answers questions such as how and why ; i to! Aim is to pose every question-and-answer option in the interview is advised that lack basic quant knowledge to contribute Questionnaire! Commonly used research instruments in quantitative research studies include Questionnaire and Tests Reserved...

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