

{"id":61247,"date":"2018-08-10T07:03:27","date_gmt":"2018-08-10T14:03:27","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/?p=61247"},"modified":"2023-08-30T07:22:19","modified_gmt":"2023-08-30T07:22:19","slug":"data-collection","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/data-collection\/","title":{"rendered":"Data Collection: What It Is, Methods &#038; Tools + Examples"},"content":{"rendered":"\n<p>Let&#8217;s face it, no one wants to make decisions based on guesswork or gut feelings. The most important objective of data collection is to ensure that the data gathered is reliable and packed to the brim with juicy insights that can be analyzed and turned into data-driven decisions. There&#8217;s nothing better than good <a href=\"https:\/\/www.questionpro.com\/market-research.html#Statistical_Analysis_Techniques_for_Market_Analysis\"><span style=\"font-weight: 400;\">statistical analysis<\/span><\/a>.<\/p>\n\n\n\n<p class=\"has-text-align-center\"><em><strong>LEARN ABOUT:<\/strong> <a href=\"https:\/\/www.questionpro.com\/blog\/level-of-analysis\/\">Level of Analysis<\/a><\/em><\/p>\n\n\n\n<p>Collecting high-quality data is essential for conducting market research, analyzing user behavior, or just trying to get a handle on business operations. With the right approach and a few handy tools, gathering reliable and informative data.<\/p>\n\n\n\n<p>So, let&#8217;s get ready to collect some data because when it comes to data collection, it&#8217;s all about the details.<\/p>\n\n\n\n<div class=\"tags-wrap\">\n<p class=\"content-index\" style=\"margin-top: 0;\">Content Index<\/p>\n<ol style=\"font-weight: 400; margin: 0 30px; line-height: 22px;\">\n<li><a href=\"#what_is_data_collection?\">What is Data Collection?<\/a><\/li>\n<li><a href=\"#data_collection_methods\">Data Collection Methods<\/a><\/li>\n<li><a href=\"#data_collection_examples\">Data Collection Examples<\/a><\/li>\n<li><a href=\"#reasons_to_conduct_online_research_and_data_collection\">Reasons to Conduct Online Research and Data Collection<\/a><\/li>\n<li><a href=\"#conducting_customer_surveys_for_data_collection_to_multiply_sales\">Conducting Customer Surveys for Data Collection to Multiply Sales<\/a><\/li>\n<li><a href=\"#steps_to_effectively_conduct_an_online_survey_for_data_collection\">Steps to Effectively Conduct an Online Survey for Data Collection<\/a><\/li>\n<li><a href=\"#survey_design_for_data_collection\">Survey Design for Data Collection<\/a><\/li>\n<\/ol>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what_is_data_collection?\"><b>What is Data Collection?<\/b><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">Data collection is the procedure of collecting, measuring, and analyzing accurate insights for research using standard validated techniques. <\/span><\/p>\n\n\n\n<p>Put simply, data collection is the process of gathering information for a specific purpose. It can be used to answer research questions, make informed business decisions, or improve products and services.<\/p>\n\n\n\n<p>To collect data, we must first identify what information we need and how we will collect it. We can also evaluate a hypothesis based on collected data. In most cases, data collection is the primary and most important step for research. The approach to data collection is different for different fields of study, depending on the required information.<\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>LEARN ABOUT:<\/strong> <a href=\"https:\/\/www.questionpro.com\/blog\/action-research\/\">Action Research<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"data_collection_methods\"><b>Data Collection Methods<\/b><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">There are many ways to collect information when doing research. The<\/span><a href=\"https:\/\/www.questionpro.com\/blog\/data-collection-methods\/\"> <span style=\"font-weight: 400;\">data collection methods<\/span><\/a><span style=\"font-weight: 400;\"> that the researcher chooses will depend on the research question posed. Some data collection methods include surveys, interviews, tests, physiological evaluations, observations, reviews of existing records, and biological samples.<\/span> Let&#8217;s explore them.<\/p>\n\n\n\n<p class=\"has-text-align-center\"><em><strong>LEARN ABOUT:<\/strong> <a href=\"https:\/\/www.questionpro.com\/blog\/data-collection-tools\/\">Best Data Collection Tools<\/a><\/em><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"992\" height=\"594\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/08\/Data-Collection-Methods.jpg\" alt=\"Data Collection Methods\" class=\"wp-image-95050\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Phone vs. Online vs. In-Person Interviews<\/h3>\n\n\n\n<p>Essentially there are four choices for data collection \u2013 in-person interviews, mail, phone, and&nbsp;online. There are pros and cons to each of these modes.<\/p>\n\n\n\n<ul>\n<li><strong>In-Person Interviews<\/strong>\n<ul>\n<li>Pros: In-depth and a high degree of confidence in the data<\/li>\n\n\n\n<li>Cons: Time-consuming, expensive, and can be dismissed as anecdotal<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Mail Surveys<\/strong>\n<ul>\n<li>Pros: Can reach anyone and everyone \u2013 no barrier<\/li>\n\n\n\n<li>Cons: Expensive, data collection errors, lag time<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Phone Surveys<\/strong>\n<ul>\n<li>Pros: High degree of confidence in the data collected, reach almost anyone<\/li>\n\n\n\n<li>Cons: Expensive, cannot self-administer, need to hire an agency<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Web\/Online Surveys<\/strong>\n<ul>\n<li>Pros: Cheap, can self-administer, very low probability of data errors<\/li>\n\n\n\n<li>Cons: Not all your customers might have an email address\/be on the internet, customers may be wary of divulging information online.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">In-person <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/types-of-interviews\/\"><span style=\"font-weight: 400;\">interviews<\/span><\/a><span style=\"font-weight: 400;\"> always are better, but the big drawback is the trap you might fall into if you&nbsp;don\u2019t do them regularly. It is expensive to regularly conduct interviews and not conducting enough interviews might give you false positives. Validating your research is almost as important as designing and conducting it. <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">We\u2019ve seen many instances where after the research is conducted \u2013 if the results do not match up with the \u201cgut-feel\u201d of upper management, it has been dismissed off as anecdotal and a \u201cone-time\u201d phenomenon. To avoid such traps, we strongly recommend that data-collection be done on an \u201congoing and regular\u201d basis.<\/span><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong><em>LEARN ABOUT:<\/em><\/strong> <em><a href=\"https:\/\/www.questionpro.com\/blog\/research-process-steps\/\">Research Process Steps<\/a><\/em><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">This will help you compare and analyze the change in perceptions according to marketing for your products\/services. The other issue here is sample size. To be confident with your research, you must interview enough people to weed out the fringe elements.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">A couple of years ago there was a lot of discussion about online surveys and their <a href=\"https:\/\/www.questionpro.com\/blog\/statistical-analysis-plans\/\">statistical analysis plan<\/a>. The fact that not every customer had internet connectivity was one of the main concerns.<\/span><\/p>\n\n\n\n<p class=\"has-text-align-center\"><em><strong>LEARN ABOUT:<\/strong><\/em>&nbsp;<em><a href=\"https:\/\/www.questionpro.com\/blog\/statistical-analysis-methods\/\">Statistical Analysis Methods<\/a><\/em><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Although some of the discussions are still valid, the reach of the internet as a means of communication has become vital in the majority of customer interactions. According to the US&nbsp;Census Bureau, the number of households with computers has doubled between 1997 and 2001.<\/span><\/p>\n\n\n\n<p class=\"has-text-align-center\"><span style=\"font-weight: 400;\">Learn more: <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/quantitative-market-research\/\"><span style=\"font-weight: 400;\">Quantitative Market Research<\/span><\/a><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">In 2001 nearly 50% of <\/span>households had a computer. Nearly 55% of all households with an&nbsp;income of more than 35,000 have internet access, which<span style=\"font-weight: 400;\"> jumps to 70% for households with an&nbsp;annual income of 50,000. This data is from the US Census Bureau for 2001.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">There are primarily three modes of data collection that can be employed to gather feedback \u2013&nbsp;Mail, Phone, and Online. The method actually used for data collection is really a cost-benefit&nbsp;analysis. There is no slam-dunk solution but you can use the table below to understand the risks&nbsp;and advantages associated with each of the mediums:<\/span><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><b>Survey Medium <\/b><\/td><td><b>Cost per Response<\/b><\/td><td><b>Data Quality\/Integrity<\/b><\/td><td><b>Reach (ALL US Households)<\/b><\/td><\/tr><tr><td><span style=\"font-weight: 400;\">Paper <\/span><\/td><td><span style=\"font-weight: 400;\">$20 \u2013 $30 <\/span><\/td><td><span style=\"font-weight: 400;\">Medium<\/span><\/td><td><span style=\"font-weight: 400;\">100%<\/span><\/td><\/tr><tr><td><span style=\"font-weight: 400;\">Phone<\/span><\/td><td><span style=\"font-weight: 400;\">$20 &#8211; $35<\/span><\/td><td><span style=\"font-weight: 400;\">High <\/span><\/td><td><span style=\"font-weight: 400;\">95%<\/span><\/td><\/tr><tr><td><span style=\"font-weight: 400;\">Online \/ Email<\/span><\/td><td><span style=\"font-weight: 400;\">$1 &#8211; $5 <\/span><\/td><td><span style=\"font-weight: 400;\">Medium <\/span><\/td><td><span style=\"font-weight: 400;\">50-70% <\/span><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><span style=\"font-weight: 400;\">Keep in mind, the reach here is defined as \u201cAll U.S. Households.\u201d In most cases, you need to look at how many of your customers are online and determine. If all your customers have email addresses, you have a 100% reach of your customers.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Another important thing to keep in mind is the ever-increasing dominance of cellular phones over landline phones. United States FCC rules prevent automated dialing and calling cellular phone numbers and there is a noticeable trend towards people having cellular phones as the only voice communication device. <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">This introduces the inability to reach cellular phone customers who are dropping home phone lines in favor of going entirely wireless. Even if automated dialing is not used, another FCC rule prohibits from phoning anyone who would have to pay for the call.<\/span><\/p>\n\n\n\n<p class=\"has-text-align-center\"><span style=\"font-weight: 400;\">Learn more: <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/qualitative-market-research\/\"><span style=\"font-weight: 400;\">Qualitative Market Research<\/span><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>Multi-Mode Surveys<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">Surveys, where the data is collected via different modes (online, paper, phone etc.), is also another way of going. It is fairly straightforward and easy to have an online survey and have data-entry operators to enter in data (from the phone as well as paper surveys) into the system. The same system can also be used to collect data directly from the respondents.<\/span><\/p>\n\n\n\n<p class=\"has-text-align-center\">Learn more: <a href=\"https:\/\/www.questionpro.com\/article\/survey-research.html\">Survey Research<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"data_collection_examples\"><b>Data Collection Examples<\/b><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">Data collection is an important aspect of research. Let\u2019s consider an example of a mobile manufacturer, company X, which is launching a new product variant. To conduct research about features, price range, target market, competitor analysis, etc. data has to be collected from appropriate sources. <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">The marketing team can conduct various data collection activities such as <a href=\"https:\/\/www.questionpro.com\/\">online surveys<\/a> or <a href=\"https:\/\/www.questionpro.com\/blog\/focus-group\/\">focus groups<\/a>.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">The survey should have all the right questions about features and pricing, such as \u201cWhat are the top 3 features expected from an upcoming product?\u201d or \u201cHow much are your likely to spend on this product?\u201d or \u201cWhich competitors provide similar products?\u201d etc.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">For conducting a focus group, the marketing team should decide the participants and<\/span> the mediator. The topic of discussion and objective behind conducting a focus group should be clarified<span style=\"font-weight: 400;\"> beforehand to conduct a conclusive discussion.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Data collection methods are chosen depending on the available resources. For example, conducting questionnaires and surveys would require the least resources, while focus groups require moderately high resources.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"reasons_to_conduct_online_research_and_data_collection\"><b>Reasons to Conduct Online Research and Data Collection <\/b><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">Feedback is a vital part of any organization&#8217;s growth. Whether you conduct regular focus groups <\/span><span style=\"font-weight: 400;\">to elicit information from key players or, your account manager calls up all your marquee&nbsp;<\/span><span style=\"font-weight: 400;\">accounts to find out how things are going \u2013 essentially they are all processes to find out from your customers\u2019 eyes \u2013 How are we doing? What can we do better?<\/span><\/p>\n\n\n\n<p><a href=\"https:\/\/www.questionpro.com\/tour\/\"><span style=\"font-weight: 400;\">Online surveys<\/span><\/a><span style=\"font-weight: 400;\"> are just another medium to collect feedback from your <a href=\"https:\/\/www.questionpro.com\/survey-templates\/customer-satisfaction-surveys\/\">customers<\/a>, <a href=\"https:\/\/www.questionpro.com\/survey-templates\/employee-evaluation-surveys\/\">employees<\/a> and anyone your business interacts with. With the advent of Do-It-Yourself tools for online surveys, data collection on the internet has become really easy, cheap and effective.<\/span><\/p>\n\n\n\n<p class=\"has-text-align-center\">Learn more:&nbsp; <a href=\"https:\/\/www.questionpro.com\/blog\/execute-online-research\/\">Online Research<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"conducting_customer_surveys_for_data_collection_to_multiply_sales\"><b>Conducting Customer Surveys for Data Collection to Multiply Sales<\/b><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">It is a well-established marketing fact that acquiring a new customer is 10 times more difficult and expensive than retaining an existing one. This is one of the fundamental driving forces behind the extensive adoption and interest in CRM and related customer retention tactics.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">In a <a href=\"https:\/\/www.questionpro.com\/article\/survey-research.html\">research study<\/a> conducted by Rice University Professor Dr. Paul Dholakia and Dr. Vicki Morwitz, published in Harvard Business Review, the experiment inferred that the simple fact of asking customers how an organization was performing by itself to deliver results proved to be an effective customer retention strategy. <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">In the research study, conducted over the course of a year, one set of customers were sent out a satisfaction and opinion survey and the other set was not surveyed. In the next one year, the group that took the survey saw twice the number of people continuing and renewing their loyalty towards the <a href=\"https:\/\/www.questionpro.com\/blog\/data-organization\/\">organization data<\/a>. <\/span><\/p>\n\n\n\n<p class=\"has-text-align-center\"><span style=\"font-weight: 400;\">Learn more: <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/research-design\/\"><span style=\"font-weight: 400;\">Research Design<\/span><\/a><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">The research study provided a couple of interesting reasons on the basis of consumer psychology, behind this phenomenon:<\/span><\/p>\n\n\n\n<ol>\n<li><a href=\"https:\/\/www.questionpro.com\/survey-templates\/customer-satisfaction-surveys\/\"><strong><span style=\"font-weight: 400;\">Satisfaction surveys<\/span><\/strong><\/a><span style=\"font-weight: 400;\"><strong> boost the customers\u2019 desire to be coddled and induce positive feelings.<\/strong> This crops from a section of the human psychology that intends to &#8220;appreciate&#8221; a product or service they already like or prefer. The survey feedback collection method is solely a medium to convey this. The survey is a vehicle to &#8220;interact&#8221; with the company and reinforces the customer&#8217;s commitment to the company.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Surveys may increase awareness of auxiliary products and services.<\/strong> Surveys can be considered modes of both inbound as well as outbound communication. Surveys are generally considered to be a <\/span><a href=\"https:\/\/www.questionpro.com\/market-research.html#Statistical_Analysis_Techniques_for_Market_Analysis\"><span style=\"font-weight: 400;\">data collection and analysis<\/span><\/a><span style=\"font-weight: 400;\"> source. Most people are unaware of the fact that consumer surveys can also serve as a medium for distributing data. It is important to note a few caveats here.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">In most countries, including the US, <strong>&#8220;selling under the guise of research&#8221; is illegal.<br><\/strong>b. However, we all know that information is distributed while collecting information.<br>c. Other disclaimers may be included in the survey to ensure users are aware of this fact. For example: &#8220;We will collect your opinion and inform you about products and services that have come online in the last year&#8230;&#8221;<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Induced Judgments:&nbsp;<\/strong><\/span>The entire procedure of asking people for their feedback can prompt them to build an opinion on something they otherwise would not have thought about. This is a very underlying yet powerful argument that can be compared to the &#8220;Product Placement&#8221; strategy currently used for marketing products in mass media like movies and television shows. One example is the extensive and exclusive use of the &#8220;mini-Cooper&#8221; in the blockbuster movie &#8220;Italian Job.&#8221; This strategy is questionable and should be used with great caution.<\/li>\n<\/ol>\n\n\n\n<p><span style=\"font-weight: 400;\">Surveys should be considered as a critical tool in the <a href=\"https:\/\/www.questionpro.com\/blog\/customer-journey-mapping-customer-experience\/\">customer journey<\/a> dialog. The best thing about surveys is its ability to carry &#8220;bi-directional&#8221; information. The research conducted by Paul Dholakia and Vicki Morwitz shows that surveys not only get you the information that is critical for your business, but also enhances and builds upon the established relationship you have with your customers.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Recent technological advances have made it incredibly easy to conduct real-time surveys and&nbsp;<\/span><a href=\"https:\/\/www.questionpro.com\/online-poll.html\"><span style=\"font-weight: 400;\">opinion polls<\/span><\/a><span style=\"font-weight: 400;\">. Online tools make it easy to frame questions and answers and create surveys on&nbsp;the Web. Distributing surveys via email, website links or even integration with online CRM tools&nbsp;like Salesforce.com have made online surveying a quick-win solution.<\/span><\/p>\n\n\n\n<p class=\"has-text-align-center\"><span style=\"font-weight: 400;\">Learn more: <\/span><a href=\"https:\/\/www.questionpro.com\/article\/survey-research.html\"><span style=\"font-weight: 400;\">Survey Research<\/span><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"steps_to_effectively_conduct_an_online_survey_for_data_collection\"><b>Steps to Effectively Conduct an Online Survey for Data Collection <\/b><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">So, you&#8217;ve decided to conduct an online survey. There are a few questions in your mind that you&nbsp;would like answered,<\/span> and you are looking for a fast and inexpensive way to find out more&nbsp;about your customers, clients,<span style=\"font-weight: 400;\"> etc. <\/span><\/p>\n\n\n\n<p>First and foremost thing you need to decide what the <a href=\"https:\/\/www.questionpro.com\/blog\/smart-objectives-and-goals\/\">smart&nbsp;objectives<\/a> of the study are. Ensure that you can phrase these objectives as questions or&nbsp;measurements. If you can&#8217;t, you are better off looking at other data sources<span style=\"font-weight: 400;\"> like <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/focus-group\/\"><span style=\"font-weight: 400;\">focus groups<\/span><\/a><span style=\"font-weight: 400;\"> and other <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/qualitative-research-methods\/\"><span style=\"font-weight: 400;\">qualitative methods<\/span><\/a><span style=\"font-weight: 400;\">. The data collected via online surveys is dominantly quantitative in nature.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Review the basic objectives of the study. What are you trying to discover? What actions do you&nbsp;<\/span><span style=\"font-weight: 400;\">want to take as a result of the survey? &#8211; &nbsp;Answers to these questions help in validating collected data. Online surveys are just one way of collecting and <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/quantitative-data\/\"><span style=\"font-weight: 400;\">quantifying data<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n\n\n\n<p class=\"has-text-align-center\"><span style=\"font-weight: 400;\">Learn more: <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/qualitative-data\/\"><span style=\"font-weight: 400;\">Qualitative Data<\/span><\/a> &amp; <a href=\"https:\/\/www.questionpro.com\/blog\/qualitative-data-collection-methods\/\">Qualitative Data Collection Methods<\/a><\/p>\n\n\n\n<ol>\n<li><span style=\"font-weight: 400;\"><strong>Visualize all of the relevant information items you would like to have.<\/strong> What will the&nbsp;output survey <a href=\"https:\/\/www.questionpro.com\/blog\/research-reports\/\">research report<\/a> look like? What charts and graphs will be prepared? What information do&nbsp;you need to be assured that action is warranted?<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Assign ranks to each topic (1 and 2) according to their priority, including the most important topics first.<\/strong> Revisit these items again to ensure that the objectives, topics, and&nbsp;information you need are appropriate. Remember, you can&#8217;t solve the <a href=\"https:\/\/www.questionpro.com\/blog\/research-problem\/\">research problem<\/a> if you ask&nbsp;the wrong questions.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong> How easy or difficult is it for the respondent to provide information on each topic?<\/strong> If&nbsp;it is difficult, is there an alternative medium to gain insights by asking a different question?&nbsp;This is probably the most important step. Online surveys have to be Precise, Clear and&nbsp;Concise. Due to the nature of the internet and the fluctuations involved, if your questions&nbsp;are too difficult to understand, the survey <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/what-is-survey-dropout-analysis\/\"><span style=\"font-weight: 400;\">dropout rate<\/span><\/a><span style=\"font-weight: 400;\"> will be high.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Create a sequence for the topics that are unbiased.<\/strong> Make sure that the questions&nbsp;asked first do not bias the results of the next questions. Sometimes providing too much&nbsp;information, or disclosing purpose of the study can create bias.&nbsp;Once you have a series of decided topics, you can have a basic structure of a survey. It is always advisable to add an &#8220;Introductory&#8221; paragraph before the survey to explain the project objective and what is expected of the respondent. It is also sensible to have a &#8220;Thank You&#8221; text as well as information about where to find the results of the survey when they are published.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Decide the question type according to the requirement of the answers to meet analysis requirements.<\/strong> Choose from an array of question types such as <\/span><a href=\"https:\/\/www.questionpro.com\/open-ended-questions.html\"><span style=\"font-weight: 400;\">open-ended text questions<\/span><\/a><span style=\"font-weight: 400;\">, <a href=\"https:\/\/www.questionpro.com\/blog\/what-is-a-dichotomous-question\/\">dichotomous<\/a>, <\/span><a href=\"https:\/\/www.questionpro.com\/article\/multiple-choice-questions.html\"><span style=\"font-weight: 400;\">multiple choice<\/span><\/a><span style=\"font-weight: 400;\">, rank order, scaled, or constant sum (<\/span><a href=\"https:\/\/www.questionpro.com\/blog\/ratio-scale\/\"><span style=\"font-weight: 400;\">ratio scale<\/span><\/a><span style=\"font-weight: 400;\">) questions. You have to consider an important aspect &#8211; Usually difficult analysis requirements will lead to an exponentially complicated <\/span><a href=\"https:\/\/www.questionpro.com\/features\/survey-design\/\"><span style=\"font-weight: 400;\">survey design<\/span><\/a><span style=\"font-weight: 400;\">. However, there are a couple of tools available to make life easier:<\/span>\n<ul>\n<li><span style=\"font-weight: 400;\"><strong>Page Breaks<\/strong> &#8211; The attention span of respondents can be very low when it comes to a long scrolling survey. Add page breaks as wherever possible. Having said that, a single question per page can also hamper response rates as it increases the time to complete the survey as well as increases the chances for dropouts. <\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Branching<\/strong> &#8211; Create smart and effective surveys with the implementation of branching wherever required. Eliminate the use of text such as, &#8220;If you answered No to Q1 then Answer Q4&#8221; &#8211; this leads to annoyance amongst respondents which result in increase survey dropout rates. Design online surveys using the branching logic so that appropriate questions are automatically routed based on previous responses.<\/span><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Write the <\/strong><\/span><a href=\"https:\/\/www.questionpro.com\/article\/survey-question-answer-type.html\"><strong><span style=\"font-weight: 400;\">questions<\/span><\/strong><\/a><span style=\"font-weight: 400;\"><strong>.<\/strong> Initially, write a significant number of survey questions out of which you can use the one which is best suited for the survey. Divide the survey into sections so that respondents do not get confused seeing a long list of questions. <\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Sequence the questions so that they are unbiased.<\/strong><\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Repeat all of the steps above to find any major holes.<\/strong> Are the questions really&nbsp;answered? Have someone review it for you.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Time the length of the survey. <\/strong>A <a href=\"https:\/\/www.questionpro.com\/tour\/surveys.html\">survey<\/a> should take less than five minutes. At three to&nbsp;four <\/span><a href=\"https:\/\/www.questionpro.com\/article\/research-questions.html\"><span style=\"font-weight: 400;\">research questions<\/span><\/a><span style=\"font-weight: 400;\"> per minute, you are limited to about 15 questions. One open end text&nbsp;question counts for three multiple choice questions. Most online software tools will record&nbsp;the time taken for the respondents to answer questions.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Pretest the survey to 20 or more people.<\/strong> Obtain their feedback in detail. What were&nbsp;they unsure about? Did they have questions? Did they have trouble understanding what&nbsp;you wanted? Did they take a point of view not covered in your answers or question?<\/span>\n<ul>\n<li><span style=\"font-weight: 400;\">Include a few <\/span><a href=\"https:\/\/www.questionpro.com\/open-ended-questions.html\"><span style=\"font-weight: 400;\">open-ended survey questions<\/span><\/a><span style=\"font-weight: 400;\"> that support your survey object. This will be a type of feedback survey. <\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.questionpro.com\/help\/send-email-invitation.html\">Send an email<\/a> to the project survey to your test group and then email the feedback survey afterward.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">This way, you can have your test group provide their opinion about the functionality as well as usability of your project survey by using the feedback survey.<\/span><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong> Make changes to your questionnaire based on the received feedback. <\/strong><\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Send the survey out to all your respondents!<\/strong><\/span><\/li>\n<\/ol>\n\n\n\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.questionpro.com\/blog\/what-are-online-surveys\/\">Online surveys<\/a> have, over the course of time, evolved into an effective alternative to expensive mail or telephone surveys. However, you must be aware of a few conditions that need to be met for online surveys. If you are trying to survey a sample representing the target population, please remember that not everyone is online.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Moreover, not everyone is receptive to an online survey also. Generally, the <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/demographic-segmentation\/\"><span style=\"font-weight: 400;\">demographic segmentation<\/span><\/a><span style=\"font-weight: 400;\"> of younger individuals is inclined toward responding to an online survey. <\/span><\/p>\n\n\n\n<p class=\"has-text-align-center\">Learn More: <a href=\"https:\/\/www.questionpro.com\/blog\/examples-of-qualitative-data-in-education\/\">Examples of Qualitarive Data in Education<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"survey_design_for_data_collection\"><b>Survey Design for Data Collection<\/b><\/h2>\n\n\n\n<p>Good survey design is crucial for accurate data collection. From question-wording to response options, let&#8217;s explore how to create effective surveys that yield valuable insights with our tips to survey design.<\/p>\n\n\n\n<ul>\n<h3><li>Writing Great Questions for data collection<\/li><\/h3>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">Writing great questions can be considered an art. Art always requires a significant amount of hard work, practice, and help from others. <\/span><\/p>\n\n\n\n<p>The questions in a survey need to be clear, concise, and unbiased. A poorly worded question or a question with leading language can result in inaccurate or irrelevant responses, ultimately impacting the data&#8217;s validity.<\/p>\n\n\n\n<p>Moreover, the questions should be relevant and specific to the research objectives. Questions that are irrelevant or do not capture the necessary information can lead to incomplete or inconsistent responses too.<\/p>\n\n\n\n<ul>\n<h3><li>Avoid loaded or leading words or questions<\/li><\/h3>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">A small change in content can produce effective results. Words such as <em>could<\/em>, <em>should<\/em> and <em>might<\/em> are all used for almost the same purpose, but may produce a 20% difference in agreement to a question. For example, \u201cThe management could.. should.. might.. have shut the factory\u201d. <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Intense words such as &#8211; prohibit or action, representing control or action, produce similar results. For example, &nbsp;\u201cDo you believe Donald Trump should prohibit insurance companies from raising rates?\u201d. <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Sometimes the content is just biased. For instance, \u201cYou wouldn&#8217;t want to go to Rudolpho&#8217;s Restaurant for the organization\u2019s annual party, would you?\u201d<\/span><\/p>\n\n\n\n<ul>\n<h3><li>Misplaced questions<\/li><\/h3>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">Questions should always reference the intended context, and questions placed out of order or without its requirement should be avoided. Generally, a funnel approach should be implemented &#8211; generic questions should be included in the initial section of the questionnaire as a warm-up and specific ones should follow. Toward the end, <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/demographic-survey-questions\/\"><span style=\"font-weight: 400;\">demographic<\/span><\/a><span style=\"font-weight: 400;\"> or <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/geographic-segmentation\/\"><span style=\"font-weight: 400;\">geographic questions<\/span><\/a><span style=\"font-weight: 400;\"> should be included.<\/span><\/p>\n\n\n\n<ul>\n<h3><li>Mutually non-overlapping response categories<\/li><\/h3>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\"><a href=\"http:\/\/static.questionpro.com\/article\/multiple-choice-questions.html\">Multiple-choice answers<\/a> should be mutually unique to provide distinct choices. Overlapping answer options frustrate the respondent and make interpretation difficult at best. Also, the questions should always be precise. <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">For example: \u201cDo you like water juice?\u201d <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">This question is vague. In which terms is the liking for orange juice is to be rated? &#8211; Sweetness, texture, price, nutrition etc. <\/span><\/p>\n\n\n\n<ul>\n<h3><li>Avoid the use of confusing\/unfamiliar words<\/li><\/h3>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">Asking about industry-related terms such as <em>caloric content, bits, bytes, MBS<\/em>, as well as other terms and acronyms can confuse <a href=\"https:\/\/www.questionpro.com\/features\/survey-respondents.html\">respondents<\/a>. Ensure that the audience understands your language level, terminology, and, above all, the question you ask.<\/span><\/p>\n\n\n\n<ul>\n<h3><li>Non-directed questions give respondents excessive leeway<\/li><\/h3>\n<\/ul>\n\n\n\n<p>In survey design for data collection, non-directed questions can give respondents excessive leeway, which can lead to vague and unreliable data. These types of questions are also known as open-ended questions, and they do not provide any structure for the respondent to follow.<\/p>\n\n\n\n<p>For instance, a non-directed question like &#8220;<em>What suggestions do you have for improving our shoes?&#8221; <\/em>can elicit a wide range of answers, some of which may not be relevant to the research objectives. Some respondents may give short answers, while others may provide lengthy and detailed responses, making comparing and analyzing the data challenging.<\/p>\n\n\n\n<p>To avoid these issues, it&#8217;s essential to ask direct questions that are specific and have a clear structure. Closed-ended questions, for example, offer structured response options and can be easier to analyze as they provide a quantitative measure of respondents&#8217; opinions.<\/p>\n\n\n\n<ul>\n<h3><li>Never force questions<\/li><\/h3>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">There will always be certain questions that cross certain privacy rules. Since privacy is an important issue for most people, these questions should either be eliminated from the survey or not be <\/span>kept as mandatory. Survey questions about income, family income, status, religious and political beliefs, etc., should always be avoided as they are considered to be intruding,<span style=\"font-weight: 400;\"> and respondents can choose not to answer them.<\/span><\/p>\n\n\n\n<ul>\n<h3><li>Unbalanced answer options in scales<\/li><\/h3>\n<\/ul>\n\n\n\n<ul>\n<li><\/li>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">Unbalanced answer options in scales such as <\/span><a href=\"https:\/\/www.questionpro.com\/article\/likert-scale-survey-questions.html\"><span style=\"font-weight: 400;\">Likert Scale<\/span><\/a><span style=\"font-weight: 400;\"> and <\/span><a href=\"https:\/\/www.questionpro.com\/semantic-differential-scale.html\"><span style=\"font-weight: 400;\">Semantic Scale<\/span><\/a><span style=\"font-weight: 400;\"> may be appropriate for some situations and biased in others. When analyzing a pattern in eating habits, a study used a quantity scale that made obese people appear in the middle of the scale with the polar ends reflecting a state where people starve and an irrational amount to consume. There are cases where we usually do not expect poor service, such as hospitals. <\/span><\/p>\n\n\n\n<ul>\n<h3><li>Questions that cover two points<\/li><\/h3>\n<\/ul>\n\n\n\n<p>In survey design for data collection, questions that cover two points can be problematic for several reasons. These types of questions are often called &#8220;double-barreled&#8221; questions and can cause confusion for respondents, leading to inaccurate or irrelevant data.<\/p>\n\n\n\n<p>For instance, a question like &#8220;Do you like the food and the service at the restaurant?&#8221; covers two points, the food and the service, and it assumes that the respondent has the same opinion about both. If the respondent only liked the food, their opinion of the service could affect their answer.<\/p>\n\n\n\n<p>It&#8217;s important to ask one question at a time to avoid confusion and ensure that the respondent&#8217;s answer is focused and accurate. This also applies to questions with multiple concepts or ideas. In these cases, it&#8217;s best to break down the question into multiple questions that address each concept or idea separately.<\/p>\n\n\n\n<ul>\n<h3><li>Dichotomous questions<\/li><\/h3>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.questionpro.com\/blog\/what-is-a-dichotomous-question\/\">Dichotomous questions<\/a> are used in case you want a distinct answer, such as: <em>Yes\/No<\/em> or <em>Male\/Female<\/em>. For example, the question &#8220;Do you think this candidate will win the election?&#8221; can be Yes or No. <\/span><\/p>\n\n\n\n<ul>\n<h3><li>Avoid the use of long questions<\/li><\/h3>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">The use of long questions will definitely increase the time taken for completion, which will generally lead to an increase in the survey dropout rate. <\/span><a href=\"https:\/\/www.questionpro.com\/article\/multiple-choice-questions.html\"><span style=\"font-weight: 400;\">Multiple-choice questions<\/span><\/a><span style=\"font-weight: 400;\"> are the longest and most complex, and open-ended questions are the shortest and easiest to answer.<\/span> <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>Data collection is an essential part of the research process, whether you&#8217;re conducting scientific experiments, market research, or surveys. The methods and tools used for data collection will vary depending on the research type, the sample size required, and the resources available. <\/p>\n\n\n\n<p>Several data collection methods include surveys, observations, interviews, and focus groups. We learn each method has advantages and disadvantages, and choosing the one that best suits the research goals is important.<\/p>\n\n\n\n<p>With the rise of technology, many tools are now available to facilitate data collection, including <a href=\"https:\/\/www.questionpro.com\/survey-software\/\">online survey software<\/a> and data visualization tools. These tools can help researchers collect, store, and analyze data more efficiently, providing greater results and accuracy.<\/p>\n\n\n\n<p>By understanding the various methods and tools available for data collection, we can develop a solid foundation for conducting research. With these <a href=\"https:\/\/www.questionpro.com\/blog\/research-skills\/\">research skills<\/a>, we can make informed decisions, solve problems, and contribute to advancing our understanding of the world around us.<\/p>\n\n\n\n<p>Analyze your survey data to gauge in-depth market drivers, including competitive intelligence, purchasing behavior, and price sensitivity, with QuestionPro.<\/p>\n\n\n\n<p>You will obtain accurate insights with various techniques, including conjoint analysis, MaxDiff analysis, sentiment analysis, TURF analysis, heatmap analysis, etc. Export quality data to external <a href=\"https:\/\/www.questionpro.com\/blog\/in-depth-analysis\/\">in-depth analysis<\/a> tools such as SPSS and R Software, and integrate your research with external business applications. Everything you need for your data collection. Start today for free!<\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\" target=\"_blank\" rel=\"noopener\"><button>LEARN MORE<\/button><\/a>&nbsp; &nbsp; &nbsp; &nbsp;<a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?classID=1053&amp;sourceRef=blog\" target=\"_blank\" rel=\"noopener\"><button>FREE TRIAL<\/button><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Let&#8217;s face it, no one wants to make decisions based on guesswork or gut feelings. The most important objective of [&hellip;]<\/p>\n","protected":false},"author":86,"featured_media":437057,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[203],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Collection: What It Is, Methods &amp; Tools + Examples<\/title>\n<meta name=\"description\" content=\"Data collection is the procedure of collecting, measuring and analyzing accurate insights for research using standard validated techniques.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.questionpro.com\/blog\/data-collection\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Collection: What It Is, Methods &amp; 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