{"id":2852,"date":"2026-09-05T10:33:34","date_gmt":"2026-09-05T10:33:34","guid":{"rendered":"https:\/\/blog.passtestking.com\/?p=2852"},"modified":"2026-09-05T10:33:34","modified_gmt":"2026-09-05T10:33:34","slug":"sep-2026-wgu-data-driven-decision-making-certification-real-2026-mock-exam-q51-q73","status":"publish","type":"post","link":"https:\/\/blog.passtestking.com\/de\/2026\/09\/05\/sep-2026-wgu-data-driven-decision-making-certification-real-2026-mock-exam-q51-q73\/","title":{"rendered":"Sep-2026 WGU Data-Driven-Decision-Making Certification Real 2026 Mock Exam [Q51-Q73]"},"content":{"rendered":"\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-left kksr-valign-top\"\n    data-payload='{&quot;align&quot;:&quot;left&quot;,&quot;id&quot;:&quot;2852&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;top&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;Rate this post&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 votes)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;Sep-2026 WGU Data-Driven-Decision-Making Certification Real 2026 Mock Exam [Q51-Q73]&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">Rate this post<\/span>\n    <\/div>\n    <\/div>\n<p><span style=\"font-size: 18px\"><strong><span style=\"color: red\">Sep-2026 WGU Data-Driven-Decision-Making Certification Real 2026 Mock Exam<\/span><\/strong><\/span><\/p>\n<p><strong><span style=\"color: red\">Data-Driven-Decision-Making Exam Questions and Valid PMP Dumps PDF <\/span><\/strong><\/p>\n<h3>WGU Data-Driven-Decision-Making Exam Syllabus Topics:<\/h3>\n<table class=\"table-bordered table-hover table mytable table-responsive\">\n<tbody>\n<tr>\n<th>Section<\/th>\n<th>Objectives<\/th>\n<\/tr>\n<tr>\n<td>Topic 1: Probability and Statistical Inference<\/td>\n<td>&#8211; Probability concepts and distributions<br \/>\n&#8211; Sampling methods and sampling error\n<\/td>\n<\/tr>\n<tr>\n<td>Topic 2: Regression and Correlation Analysis<\/td>\n<td>&#8211; Interpreting correlation and causation<br \/>\n&#8211; Linear regression modeling\n<\/td>\n<\/tr>\n<tr>\n<td>Topic 3: Hypothesis Testing<\/td>\n<td>&#8211; t-tests, chi-square tests, and significance testing<br \/>\n&#8211; Null and alternative hypotheses\n<\/td>\n<\/tr>\n<tr>\n<td>Topic 4: Data Fundamentals and Business Analytics<\/td>\n<td>&#8211; Descriptive statistics (mean, median, variance, standard deviation)<br \/>\n&#8211; Data types and data collection methods\n<\/td>\n<\/tr>\n<tr>\n<td>Topic 5: Decision Making Models<\/td>\n<td>&#8211; Decision trees and expected value analysis<br \/>\n&#8211; Risk and uncertainty in decision-making\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<div id=\"watu_quiz\" class=\"quiz-area single-page-quiz\">\n<form action=\"\" method=\"post\" class=\"quiz-form \" id=\"quiz-1140\" >\n<div class='watu-question' id='question-1'><div class='question-content'><p><strong>QUESTION 51<\/strong><br \/>What happens when an organization focuses on customers?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22524' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87322' \/><div class='watu-question-choice'><input type='radio' name='answer-22524[]' id='answer-id-87322' class='answer answer-1 js-answer-label answerof-22524' value='87322' \/>&nbsp;<label for='answer-id-87322' id='answer-label-87322' class='js-answer-label answer label-1'><span class='answer'>It ensures consistency and efficiency among organization-wide activities.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87323' \/><div class='watu-question-choice'><input type='radio' name='answer-22524[]' id='answer-id-87323' class='answer answer-1 js-answer-label answerof-22524' value='87323' \/>&nbsp;<label for='answer-id-87323' id='answer-label-87323' class='js-answer-label answer label-1'><span class='answer'>It reduces bias and fosters trust in decisions and plans.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87324' \/><div class='watu-question-choice'><input type='radio' name='answer-22524[]' id='answer-id-87324' class='answer answer-1 php-answer-label answerof-22524' value='87324' \/>&nbsp;<label for='answer-id-87324' id='answer-label-87324' class='php-answer-label answer label-1'><span class='answer'>It leads to an increase in revenue and market share.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87325' \/><div class='watu-question-choice'><input type='radio' name='answer-22524[]' id='answer-id-87325' class='answer answer-1 js-answer-label answerof-22524' value='87325' \/>&nbsp;<label for='answer-id-87325' id='answer-label-87325' class='js-answer-label answer label-1'><span class='answer'>It decreases costs for the organization and its suppliers.<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>A strong customer focus leads toincreased revenue and market share, which is a key principle in data- driven decision making and quality management. Organizations that prioritize customer needs are better positioned to deliver value, improve satisfaction, and build long-term relationships.<br\/>By understanding customer preferences, behavior, and feedback through analytics, organizations can tailor products and services more effectively. This alignment increases customer loyalty, repeat business, and positive word-of-mouth, all of which contribute to revenue growth and competitive advantage.<br\/>While focusing on customers may also improve efficiency, reduce bias, or lower costs, these outcomes are secondary benefits rather than the primary result. The most direct and measurable impact of customer focus is improved financial performance.<br\/>Therefore, the correct answer isC, as customer-focused organizations tend to experience higher revenue and expanded market share.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(1,this)' id='btn-1' value='See Answer'  \/><input type='hidden' id='questionType1' value='radio' class=''><\/div><div class='watu-question' id='question-2'><div class='question-content'><p><strong>QUESTION 52<\/strong><br \/>Which exam type compares one student&#8217;s performance on a test to other students&#8217; performance?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22525' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87326' \/><div class='watu-question-choice'><input type='radio' name='answer-22525[]' id='answer-id-87326' class='answer answer-2 js-answer-label answerof-22525' value='87326' \/>&nbsp;<label for='answer-id-87326' id='answer-label-87326' class='js-answer-label answer label-2'><span class='answer'>An essay test<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87327' \/><div class='watu-question-choice'><input type='radio' name='answer-22525[]' id='answer-id-87327' class='answer answer-2 js-answer-label answerof-22525' value='87327' \/>&nbsp;<label for='answer-id-87327' id='answer-label-87327' class='js-answer-label answer label-2'><span class='answer'>A criterion-referenced test<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87328' \/><div class='watu-question-choice'><input type='radio' name='answer-22525[]' id='answer-id-87328' class='answer answer-2 php-answer-label answerof-22525' value='87328' \/>&nbsp;<label for='answer-id-87328' id='answer-label-87328' class='php-answer-label answer label-2'><span class='answer'>A norm-referenced test<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87329' \/><div class='watu-question-choice'><input type='radio' name='answer-22525[]' id='answer-id-87329' class='answer answer-2 js-answer-label answerof-22525' value='87329' \/>&nbsp;<label for='answer-id-87329' id='answer-label-87329' class='js-answer-label answer label-2'><span class='answer'>An ad hoc test<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>A norm-referenced test compares a student&#8217;s performance to that of other students. The purpose of this type of assessment is to rank or position individuals relative to a larger group, such as peers in a class, district, or national sample. Scores on norm-referenced tests are interpreted in relation to the performance of others, often through percentiles, rankings, or standard scores. This contrasts with criterion-referenced tests, which measure whether a student has achieved specific learning objectives or mastered defined content, regardless of how other students perform. An essay test is a format, not a reference standard. An ad hoc test is not the recognized statistical or assessment category being described here. Since the question focuses on comparing one student&#8217;s results to the performance of others, the correct answer is norm-referenced test. This type of comparison is commonly used in standardized testing when the goal is to evaluate relative standing rather than absolute mastery.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(2,this)' id='btn-2' value='See Answer'  \/><input type='hidden' id='questionType2' value='radio' class=''><\/div><div class='watu-question' id='question-3'><div class='question-content'><p><strong>QUESTION 53<\/strong><br \/>Which input could be used to create and evaluate a process that would improve an organization&#8217;s performance?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22526' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87330' \/><div class='watu-question-choice'><input type='radio' name='answer-22526[]' id='answer-id-87330' class='answer answer-3 php-answer-label answerof-22526' value='87330' \/>&nbsp;<label for='answer-id-87330' id='answer-label-87330' class='php-answer-label answer label-3'><span class='answer'>Data gathered from a customer survey<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87331' \/><div class='watu-question-choice'><input type='radio' name='answer-22526[]' id='answer-id-87331' class='answer answer-3 js-answer-label answerof-22526' value='87331' \/>&nbsp;<label for='answer-id-87331' id='answer-label-87331' class='js-answer-label answer label-3'><span class='answer'>Suggestions from a close competitor<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87332' \/><div class='watu-question-choice'><input type='radio' name='answer-22526[]' id='answer-id-87332' class='answer answer-3 js-answer-label answerof-22526' value='87332' \/>&nbsp;<label for='answer-id-87332' id='answer-label-87332' class='js-answer-label answer label-3'><span class='answer'>Information from an employee handbook<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87333' \/><div class='watu-question-choice'><input type='radio' name='answer-22526[]' id='answer-id-87333' class='answer answer-3 js-answer-label answerof-22526' value='87333' \/>&nbsp;<label for='answer-id-87333' id='answer-label-87333' class='js-answer-label answer label-3'><span class='answer'>Rules and regulations imposed on the banking industry<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>Data gathered from a customer survey can be used to create and evaluate a process that improves organizational performance because customer feedback provides direct evidence about satisfaction, service quality, unmet needs, and areas requiring change. In data-driven decision-making, effective process improvement begins with relevant and reliable inputs, and customer survey data are especially valuable because they reflect the experiences of the people receiving the organization&#8217;s products or services. These data can reveal trends, pain points, expectations, and opportunities for redesign. Suggestions from a competitor may be informative, but they are not as direct or reliable as structured internal evidence gathered from actual stakeholders. Information from an employee handbook outlines policies rather than performance inputs, and industry regulations define compliance boundaries rather than improvement opportunities. Since the question asks which input can help create and evaluate a better-performing process, the most appropriate answer is data gathered from a customer survey.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(3,this)' id='btn-3' value='See Answer'  \/><input type='hidden' id='questionType3' value='radio' class=''><\/div><div class='watu-question' id='question-4'><div class='question-content'><p><strong>QUESTION 54<\/strong><br \/>What was the cumulative incidence rate during Year 2 at the university?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22527' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87334' \/><div class='watu-question-choice'><input type='radio' name='answer-22527[]' id='answer-id-87334' class='answer answer-4 js-answer-label answerof-22527' value='87334' \/>&nbsp;<label for='answer-id-87334' id='answer-label-87334' class='js-answer-label answer label-4'><span class='answer'>3.70%<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87335' \/><div class='watu-question-choice'><input type='radio' name='answer-22527[]' id='answer-id-87335' class='answer answer-4 js-answer-label answerof-22527' value='87335' \/>&nbsp;<label for='answer-id-87335' id='answer-label-87335' class='js-answer-label answer label-4'><span class='answer'>10.04%<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87336' \/><div class='watu-question-choice'><input type='radio' name='answer-22527[]' id='answer-id-87336' class='answer answer-4 php-answer-label answerof-22527' value='87336' \/>&nbsp;<label for='answer-id-87336' id='answer-label-87336' class='php-answer-label answer label-4'><span class='answer'>11.84%<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87337' \/><div class='watu-question-choice'><input type='radio' name='answer-22527[]' id='answer-id-87337' class='answer answer-4 js-answer-label answerof-22527' value='87337' \/>&nbsp;<label for='answer-id-87337' id='answer-label-87337' class='js-answer-label answer label-4'><span class='answer'>17.87%<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>Cumulative incidence is the proportion of a population initially at risk that develops a condition during a specified period. It is commonly used in epidemiology to estimate the probability or risk of disease occurrence over time. In this question, the correct Year 2 cumulative incidence rate is 11.84 percent. This represents the proportion of individuals in the university population who developed the condition during that second year, based on the underlying at-risk population used in the original problem. Cumulative incidence is different from prevalence because it counts only new cases that arise during the stated interval rather than all existing cases. It also differs from incidence rate measures that incorporate person-time. Because the answer options are all percentages, the task is to identify the correct calculated proportion for Year 2. Based on the provided choices, 11.84 percent is the correct cumulative incidence value. Therefore, the correct answer is<br\/>11.84 percent.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(4,this)' id='btn-4' value='See Answer'  \/><input type='hidden' id='questionType4' value='radio' class=''><\/div><div class='watu-question' id='question-5'><div class='question-content'><p><strong>QUESTION 55<\/strong><br \/>A hospital hires a third-party company to train its surgery team on the latest techniques and assess the team&#8217;s current procedures in the operating room.<br \/>Which results-based management (RBM) stage is represented in this scenario?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22528' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87338' \/><div class='watu-question-choice'><input type='radio' name='answer-22528[]' id='answer-id-87338' class='answer answer-5 js-answer-label answerof-22528' value='87338' \/>&nbsp;<label for='answer-id-87338' id='answer-label-87338' class='js-answer-label answer label-5'><span class='answer'>Input<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87339' \/><div class='watu-question-choice'><input type='radio' name='answer-22528[]' id='answer-id-87339' class='answer answer-5 js-answer-label answerof-22528' value='87339' \/>&nbsp;<label for='answer-id-87339' id='answer-label-87339' class='js-answer-label answer label-5'><span class='answer'>Outcome<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87340' \/><div class='watu-question-choice'><input type='radio' name='answer-22528[]' id='answer-id-87340' class='answer answer-5 js-answer-label answerof-22528' value='87340' \/>&nbsp;<label for='answer-id-87340' id='answer-label-87340' class='js-answer-label answer label-5'><span class='answer'>Output<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87341' \/><div class='watu-question-choice'><input type='radio' name='answer-22528[]' id='answer-id-87341' class='answer answer-5 php-answer-label answerof-22528' value='87341' \/>&nbsp;<label for='answer-id-87341' id='answer-label-87341' class='php-answer-label answer label-5'><span class='answer'>Activities<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>In results-based management (RBM),activitiesrepresent the actions undertaken to achieve desired outputs and outcomes. In data-driven decision making, activities include training, assessments, and implementation efforts.<br\/>Hiring a third-party company to train staff and assess procedures is an action being performed, not the result of that action. Inputs would include funding or resources, outputs would be trained staff or reports, and outcomes would reflect improved surgical performance.<br\/>Therefore, the correct answer isD, activities.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(5,this)' id='btn-5' value='See Answer'  \/><input type='hidden' id='questionType5' value='radio' class=''><\/div><div class='watu-question' id='question-6'><div class='question-content'><p><strong>QUESTION 56<\/strong><br \/>An entrepreneur wants to start a boutique cupcake business based on family recipes shared for three generations. The entrepreneur knows the required costs associated with rent, supplies, utilities, and hourly wages and wants to determine how many cupcakes they need to sell to generate a profit.<br \/>Which technique should be used to analyze this data?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22529' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87342' \/><div class='watu-question-choice'><input type='radio' name='answer-22529[]' id='answer-id-87342' class='answer answer-6 js-answer-label answerof-22529' value='87342' \/>&nbsp;<label for='answer-id-87342' id='answer-label-87342' class='js-answer-label answer label-6'><span class='answer'>Crossover analysis<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87343' \/><div class='watu-question-choice'><input type='radio' name='answer-22529[]' id='answer-id-87343' class='answer answer-6 php-answer-label answerof-22529' value='87343' \/>&nbsp;<label for='answer-id-87343' id='answer-label-87343' class='php-answer-label answer label-6'><span class='answer'>Break-even analysis<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87344' \/><div class='watu-question-choice'><input type='radio' name='answer-22529[]' id='answer-id-87344' class='answer answer-6 js-answer-label answerof-22529' value='87344' \/>&nbsp;<label for='answer-id-87344' id='answer-label-87344' class='js-answer-label answer label-6'><span class='answer'>T-test<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87345' \/><div class='watu-question-choice'><input type='radio' name='answer-22529[]' id='answer-id-87345' class='answer answer-6 js-answer-label answerof-22529' value='87345' \/>&nbsp;<label for='answer-id-87345' id='answer-label-87345' class='js-answer-label answer label-6'><span class='answer'>Regression<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>Break-even analysisis the appropriate technique for determining the number of units that must be sold to cover all fixed and variable costs. In data-driven decision making, break-even analysis is widely used for pricing, production, and startup feasibility decisions.<br\/>In this scenario, the entrepreneur already knows fixed costs such as rent and utilities, as well as variable costs like supplies and hourly wages. Break-even analysis calculates the point at which total revenue equals total cost, meaning profit is zero. Any sales beyond this point result in profit.<br\/>Crossover analysis is not a standard financial technique, t-tests are used to compare means, and regression analysis is used to predict outcomes based on relationships between variables rather than identify cost- revenue thresholds.<br\/>By applying break-even analysis, the entrepreneur can determine the minimum number of cupcakes required to sustain the business and make informed operational decisions. Therefore, the correct answer isB.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(6,this)' id='btn-6' value='See Answer'  \/><input type='hidden' id='questionType6' value='radio' class=''><\/div><div class='watu-question' id='question-7'><div class='question-content'><p><strong>QUESTION 57<\/strong><br \/>A nonprofit organization ran a fundraiser and would like to determine the amount of a typical donation.<br \/>Which statistic is less affected by outliers and skewed data and should be used to determine the amount of a typical donation?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22530' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87346' \/><div class='watu-question-choice'><input type='radio' name='answer-22530[]' id='answer-id-87346' class='answer answer-7 js-answer-label answerof-22530' value='87346' \/>&nbsp;<label for='answer-id-87346' id='answer-label-87346' class='js-answer-label answer label-7'><span class='answer'>Mean<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87347' \/><div class='watu-question-choice'><input type='radio' name='answer-22530[]' id='answer-id-87347' class='answer answer-7 js-answer-label answerof-22530' value='87347' \/>&nbsp;<label for='answer-id-87347' id='answer-label-87347' class='js-answer-label answer label-7'><span class='answer'>Z-score<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87348' \/><div class='watu-question-choice'><input type='radio' name='answer-22530[]' id='answer-id-87348' class='answer answer-7 php-answer-label answerof-22530' value='87348' \/>&nbsp;<label for='answer-id-87348' id='answer-label-87348' class='php-answer-label answer label-7'><span class='answer'>Median<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87349' \/><div class='watu-question-choice'><input type='radio' name='answer-22530[]' id='answer-id-87349' class='answer answer-7 js-answer-label answerof-22530' value='87349' \/>&nbsp;<label for='answer-id-87349' id='answer-label-87349' class='js-answer-label answer label-7'><span class='answer'>Mode<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>In data-driven decision making, themedianis the preferred measure of central tendency when data contain outliers or are skewed. Fundraising donation amounts often exhibit right-skewed distributions, where a small number of very large donations can significantly inflate the mean. Using the mean in such cases may misrepresent what a &#8220;typical&#8221; donor gives.<br\/>The median represents the middle value when donation amounts are ordered from smallest to largest. Because it depends only on position rather than magnitude, it isrobust to extreme values. This makes it especially useful for summarizing typical behavior in skewed financial data.<br\/>The mean is sensitive to outliers, the z-score measures standardized distance from the mean, and the mode identifies the most frequent value but may not reflect central tendency in continuous donation data. Therefore, the statistic that best represents a typical donation amount is themedian, making optionCcorrect.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(7,this)' id='btn-7' value='See Answer'  \/><input type='hidden' id='questionType7' value='radio' class=''><\/div><div class='watu-question' id='question-8'><div class='question-content'><p><strong>QUESTION 58<\/strong><br \/>In an experimental study, researchers are testing a new flea preventive medication on dogs using a blind study. Dogs are treated with the new medication or with a placebo.<br \/>Who should know which dogs are given the medication or the placebo for this blind study?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22531' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87350' \/><div class='watu-question-choice'><input type='radio' name='answer-22531[]' id='answer-id-87350' class='answer answer-8 js-answer-label answerof-22531' value='87350' \/>&nbsp;<label for='answer-id-87350' id='answer-label-87350' class='js-answer-label answer label-8'><span class='answer'>Only the dog owners<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87351' \/><div class='watu-question-choice'><input type='radio' name='answer-22531[]' id='answer-id-87351' class='answer answer-8 js-answer-label answerof-22531' value='87351' \/>&nbsp;<label for='answer-id-87351' id='answer-label-87351' class='js-answer-label answer label-8'><span class='answer'>The researchers, the dog owners, and the response gatherers<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87352' \/><div class='watu-question-choice'><input type='radio' name='answer-22531[]' id='answer-id-87352' class='answer answer-8 php-answer-label answerof-22531' value='87352' \/>&nbsp;<label for='answer-id-87352' id='answer-label-87352' class='php-answer-label answer label-8'><span class='answer'>Only the researchers<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87353' \/><div class='watu-question-choice'><input type='radio' name='answer-22531[]' id='answer-id-87353' class='answer answer-8 js-answer-label answerof-22531' value='87353' \/>&nbsp;<label for='answer-id-87353' id='answer-label-87353' class='js-answer-label answer label-8'><span class='answer'>Neither the researchers nor the dog owners nor the response gatherers<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>In ablind study, the purpose is to reduce bias that may influence responses or outcomes. In data-driven decision making, a blind study is designed so thatsubjects and response gatherers do not knowwhich treatment is administered, while the researchers do retain this information to correctly manage and analyze the experiment.<br\/>In this scenario, dog owners and response gatherers should not know whether the dogs received the medication or a placebo, as this knowledge could influence reporting of outcomes or observations. However, researchers must know which treatment each dog receives to ensure proper administration, monitoring, and statistical analysis.<br\/>If neither researchers nor participants knew the assignments, the study would be classified as adouble-blind study, which is not stated here. Allowing owners or response gatherers to know treatment assignments would introduce bias and undermine experimental validity.<br\/>Therefore, in a blind study,only the researchersshould know which dogs received the medication or placebo, making optionCthe correct answer.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(8,this)' id='btn-8' value='See Answer'  \/><input type='hidden' id='questionType8' value='radio' class=''><\/div><div class='watu-question' id='question-9'><div class='question-content'><p><strong>QUESTION 59<\/strong><br \/>A professional services firm is undergoing a business process improvement exercise to improve productivity, staff morale, and client satisfaction while also thinking about the overall long-term financial performance of the company.<br \/>Which performance tool would best meet this firm&#8217;s objectives?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22532' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87354' \/><div class='watu-question-choice'><input type='radio' name='answer-22532[]' id='answer-id-87354' class='answer answer-9 js-answer-label answerof-22532' value='87354' \/>&nbsp;<label for='answer-id-87354' id='answer-label-87354' class='js-answer-label answer label-9'><span class='answer'>Net promoter score<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87355' \/><div class='watu-question-choice'><input type='radio' name='answer-22532[]' id='answer-id-87355' class='answer answer-9 js-answer-label answerof-22532' value='87355' \/>&nbsp;<label for='answer-id-87355' id='answer-label-87355' class='js-answer-label answer label-9'><span class='answer'>Results-based management<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87356' \/><div class='watu-question-choice'><input type='radio' name='answer-22532[]' id='answer-id-87356' class='answer answer-9 php-answer-label answerof-22532' value='87356' \/>&nbsp;<label for='answer-id-87356' id='answer-label-87356' class='php-answer-label answer label-9'><span class='answer'>Balanced scorecard<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87357' \/><div class='watu-question-choice'><input type='radio' name='answer-22532[]' id='answer-id-87357' class='answer answer-9 js-answer-label answerof-22532' value='87357' \/>&nbsp;<label for='answer-id-87357' id='answer-label-87357' class='js-answer-label answer label-9'><span class='answer'>KPI dashboard<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>Thebalanced scorecardis the most appropriate performance tool for this scenario because it integrates financial and nonfinancial performance measuresinto a single framework. In data-driven decision making, the balanced scorecard supports a holistic view of organizational performance.<br\/>The firm&#8217;s objectives include productivity (internal processes), staff morale (learning and growth), client satisfaction (customer perspective), and long-term financial performance (financial perspective). The balanced scorecard explicitly incorporates all these dimensions, ensuring alignment between strategic goals and operational execution.<br\/>Net promoter score focuses only on customer loyalty, results-based management emphasizes outcomes but lacks multi-perspective integration, and KPI dashboards may display metrics but do not inherently provide strategic balance.<br\/>Therefore, the correct answer isC, balanced scorecard.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(9,this)' id='btn-9' value='See Answer'  \/><input type='hidden' id='questionType9' value='radio' class=''><\/div><div class='watu-question' id='question-10'><div class='question-content'><p><strong>QUESTION 60<\/strong><br \/>What is an appropriate management use of statistics?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22533' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87358' \/><div class='watu-question-choice'><input type='radio' name='answer-22533[]' id='answer-id-87358' class='answer answer-10 php-answer-label answerof-22533' value='87358' \/>&nbsp;<label for='answer-id-87358' id='answer-label-87358' class='php-answer-label answer label-10'><span class='answer'>Understanding the demographics of customers<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87359' \/><div class='watu-question-choice'><input type='radio' name='answer-22533[]' id='answer-id-87359' class='answer answer-10 js-answer-label answerof-22533' value='87359' \/>&nbsp;<label for='answer-id-87359' id='answer-label-87359' class='js-answer-label answer label-10'><span class='answer'>Ordering product for a region based on one store<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87360' \/><div class='watu-question-choice'><input type='radio' name='answer-22533[]' id='answer-id-87360' class='answer answer-10 js-answer-label answerof-22533' value='87360' \/>&nbsp;<label for='answer-id-87360' id='answer-label-87360' class='js-answer-label answer label-10'><span class='answer'>Justifying organizational decisions after they have been implemented<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87361' \/><div class='watu-question-choice'><input type='radio' name='answer-22533[]' id='answer-id-87361' class='answer answer-10 js-answer-label answerof-22533' value='87361' \/>&nbsp;<label for='answer-id-87361' id='answer-label-87361' class='js-answer-label answer label-10'><span class='answer'>Implementing changes based on customer survey response rate<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>An appropriate management use of statistics is **understanding the demographics of customers**, which supports informed, proactive decision-making. Data-driven decision making emphasizes using statistical analysis to explore patterns, characteristics, and trends that help organizations better understand their customers and markets.<br\/>Analyzing customer demographics such as age, income, location, and preferences allows managers to segment markets, tailor products, improve services, and allocate resources effectively. This use of statistics is descriptive and diagnostic in nature and directly supports strategic planning.<br\/>Ordering products for an entire region based on data from a single store is inappropriate due to lack of representativeness. Justifying decisions after implementation reflects misuse of statistics, as analytics should inform decisions beforehand, not rationalize them after the fact. Implementing changes solely based on survey response rate ignores the content and validity of responses.<br\/>Ethical data-driven decision making requires that statistics be used responsibly, transparently, and with appropriate context. Therefore, the correct answer is **A**, as understanding customer demographics represents a proper and effective use of statistics by management.<br\/>&#8212;<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(10,this)' id='btn-10' value='See Answer'  \/><input type='hidden' id='questionType10' value='radio' class=''><\/div><div class='watu-question' id='question-11'><div class='question-content'><p><strong>QUESTION 61<\/strong><br \/>An organization develops a new strategic plan and seeks ways to improve process performance by reducing variation to only 3.4 defects per million process outputs.<br \/>Which tool can the organization use to meet this goal?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22534' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87362' \/><div class='watu-question-choice'><input type='radio' name='answer-22534[]' id='answer-id-87362' class='answer answer-11 js-answer-label answerof-22534' value='87362' \/>&nbsp;<label for='answer-id-87362' id='answer-label-87362' class='js-answer-label answer label-11'><span class='answer'>Linear programming<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87363' \/><div class='watu-question-choice'><input type='radio' name='answer-22534[]' id='answer-id-87363' class='answer answer-11 js-answer-label answerof-22534' value='87363' \/>&nbsp;<label for='answer-id-87363' id='answer-label-87363' class='js-answer-label answer label-11'><span class='answer'>Just-in-time<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87364' \/><div class='watu-question-choice'><input type='radio' name='answer-22534[]' id='answer-id-87364' class='answer answer-11 js-answer-label answerof-22534' value='87364' \/>&nbsp;<label for='answer-id-87364' id='answer-label-87364' class='js-answer-label answer label-11'><span class='answer'>Statistical process control<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87365' \/><div class='watu-question-choice'><input type='radio' name='answer-22534[]' id='answer-id-87365' class='answer answer-11 php-answer-label answerof-22534' value='87365' \/>&nbsp;<label for='answer-id-87365' id='answer-label-87365' class='php-answer-label answer label-11'><span class='answer'>Six Sigma<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>Six Sigmais specifically designed to reduce process variation to3.4 defects per million opportunities, making it the correct tool for achieving this goal. In data-driven decision making, Six Sigma provides a structured methodology (DMAIC) for defining problems, measuring performance, analyzing root causes, improving processes, and controlling future outcomes.<br\/>Statistical process control supports monitoring, but Six Sigma integrates SPC with strategic improvement initiatives. Linear programming optimizes resource allocation, and just-in-time focuses on inventory efficiency rather than defect reduction.<br\/>Therefore, the correct answer isD, Six Sigma.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(11,this)' id='btn-11' value='See Answer'  \/><input type='hidden' id='questionType11' value='radio' class=''><\/div><div class='watu-question' id='question-12'><div class='question-content'><p><strong>QUESTION 62<\/strong><br \/>How do a run chart and a control chart differ?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22535' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87366' \/><div class='watu-question-choice'><input type='radio' name='answer-22535[]' id='answer-id-87366' class='answer answer-12 js-answer-label answerof-22535' value='87366' \/>&nbsp;<label for='answer-id-87366' id='answer-label-87366' class='js-answer-label answer label-12'><span class='answer'>A control chart reveals trends in manufacturing problems over time, whereas a run chart is essentially a snapshot in time.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87367' \/><div class='watu-question-choice'><input type='radio' name='answer-22535[]' id='answer-id-87367' class='answer answer-12 js-answer-label answerof-22535' value='87367' \/>&nbsp;<label for='answer-id-87367' id='answer-label-87367' class='js-answer-label answer label-12'><span class='answer'>They are the same, except a run chart includes limits or constraints that a process should not exceed.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87368' \/><div class='watu-question-choice'><input type='radio' name='answer-22535[]' id='answer-id-87368' class='answer answer-12 php-answer-label answerof-22535' value='87368' \/>&nbsp;<label for='answer-id-87368' id='answer-label-87368' class='php-answer-label answer label-12'><span class='answer'>They are the same, except a control chart includes limits or constraints that a process should not exceed.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87369' \/><div class='watu-question-choice'><input type='radio' name='answer-22535[]' id='answer-id-87369' class='answer answer-12 js-answer-label answerof-22535' value='87369' \/>&nbsp;<label for='answer-id-87369' id='answer-label-87369' class='js-answer-label answer label-12'><span class='answer'>A run chart reveals trends in manufacturing problems over time, whereas a control chart is essentially a snapshot in time.<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>A run chart and a control chart are similar in that both display data over time, making it possible to observe trends, shifts, or recurring patterns in a process. The key difference is that a control chart includes control limits, or constraints, that define the expected range of normal variation for the process. These limits help analysts determine whether the process is statistically stable or whether unusual variation may signal a problem that requires attention. A run chart does not include those control boundaries; it simply displays the values in time order. Because of this, the correct description is that the two charts are essentially the same in structure, except a control chart includes limits or constraints that a process should not exceed. The options that describe one as a snapshot in time are incorrect because both are time-based charts. Therefore, the correct answer is the option identifying the control chart as the version that adds limits or thresholds for process monitoring.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(12,this)' id='btn-12' value='See Answer'  \/><input type='hidden' id='questionType12' value='radio' class=''><\/div><div class='watu-question' id='question-13'><div class='question-content'><p><strong>QUESTION 63<\/strong><br \/>The daily sales from a salon are normally distributed with a mean of $1,500 and a standard deviation of $250.<br \/>The salon owner notices that sales were $750 on a particular day.<br \/>Why should the owner be concerned about sales based on this scenario?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22536' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87370' \/><div class='watu-question-choice'><input type='radio' name='answer-22536[]' id='answer-id-87370' class='answer answer-13 js-answer-label answerof-22536' value='87370' \/>&nbsp;<label for='answer-id-87370' id='answer-label-87370' class='js-answer-label answer label-13'><span class='answer'>Sales of $750 are within three standard deviations of the mean.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87371' \/><div class='watu-question-choice'><input type='radio' name='answer-22536[]' id='answer-id-87371' class='answer answer-13 js-answer-label answerof-22536' value='87371' \/>&nbsp;<label for='answer-id-87371' id='answer-label-87371' class='js-answer-label answer label-13'><span class='answer'>Sales of $750 are two standard deviations of the mean.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87372' \/><div class='watu-question-choice'><input type='radio' name='answer-22536[]' id='answer-id-87372' class='answer answer-13 php-answer-label answerof-22536' value='87372' \/>&nbsp;<label for='answer-id-87372' id='answer-label-87372' class='php-answer-label answer label-13'><span class='answer'>Sales of $750 are outside three standard deviations of the mean.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87373' \/><div class='watu-question-choice'><input type='radio' name='answer-22536[]' id='answer-id-87373' class='answer answer-13 js-answer-label answerof-22536' value='87373' \/>&nbsp;<label for='answer-id-87373' id='answer-label-87373' class='js-answer-label answer label-13'><span class='answer'>Sales of $750 are within two standard deviations of the mean.<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>In a normal distribution, most observations fall withinthree standard deviations of the mean. This principle is central to data-driven decision making and statistical process control. Values outside this range are considered highly unusual and may indicate an underlying problem.<br\/>Here, the mean is $1,500 and the standard deviation is $250. Three standard deviations below the mean equals<br\/>$750 ($1,500 # 3 \u00d7 $250). Sales of exactly $750 fall at the extreme lower boundary, indicating an unusually low sales day.<br\/>Such an outcome signals a potential anomaly that warrants investigation, such as operational issues, staffing shortages, or external disruptions. Values this far from the mean occur very infrequently in normal conditions.<br\/>Therefore, the owner should be concerned because sales of $750 areoutside the typical operating range, making optionCthe correct answer.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(13,this)' id='btn-13' value='See Answer'  \/><input type='hidden' id='questionType13' value='radio' class=''><\/div><div class='watu-question' id='question-14'><div class='question-content'><p><strong>QUESTION 64<\/strong><br \/>A spa wants to determine which duration of its massage packages is the most popular. The spa has 30-minute,<br \/>50-minute, and 75-minute sessions. Which statistical measure should be used and is less affected by outliers and skewed data?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22537' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87374' \/><div class='watu-question-choice'><input type='radio' name='answer-22537[]' id='answer-id-87374' class='answer answer-14 js-answer-label answerof-22537' value='87374' \/>&nbsp;<label for='answer-id-87374' id='answer-label-87374' class='js-answer-label answer label-14'><span class='answer'>Standard deviation<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87375' \/><div class='watu-question-choice'><input type='radio' name='answer-22537[]' id='answer-id-87375' class='answer answer-14 js-answer-label answerof-22537' value='87375' \/>&nbsp;<label for='answer-id-87375' id='answer-label-87375' class='js-answer-label answer label-14'><span class='answer'>Median<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87376' \/><div class='watu-question-choice'><input type='radio' name='answer-22537[]' id='answer-id-87376' class='answer answer-14 php-answer-label answerof-22537' value='87376' \/>&nbsp;<label for='answer-id-87376' id='answer-label-87376' class='php-answer-label answer label-14'><span class='answer'>Mode<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87377' \/><div class='watu-question-choice'><input type='radio' name='answer-22537[]' id='answer-id-87377' class='answer answer-14 js-answer-label answerof-22537' value='87377' \/>&nbsp;<label for='answer-id-87377' id='answer-label-87377' class='js-answer-label answer label-14'><span class='answer'>Mean<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>The spa wants to know which package duration is the most popular, meaning which session length occurs most frequently in the data. The statistical measure used to identify the most frequently occurring category or value is the mode. Because the massage durations are offered in discrete categories of 30, 50, and 75 minutes, the mode is the best measure for determining customer preference. It directly identifies the package selected most often. Standard deviation measures variability, not popularity. Mean and median are measures of central tendency, but they do not answer the question of which option is chosen most frequently. Although the wording mentions being less affected by outliers and skewed data, the strongest reason to choose the mode is that popularity is fundamentally a frequency question. The mode is especially useful for categorical or discrete-choice data where the goal is to identify the most common option rather than the center of a numerical distribution. Therefore, the correct answer is mode because it shows which massage duration customers prefer most often.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(14,this)' id='btn-14' value='See Answer'  \/><input type='hidden' id='questionType14' value='radio' class=''><\/div><div class='watu-question' id='question-15'><div class='question-content'><p><strong>QUESTION 65<\/strong><br \/>What is the primary goal of Six Sigma?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22538' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87378' \/><div class='watu-question-choice'><input type='radio' name='answer-22538[]' id='answer-id-87378' class='answer answer-15 js-answer-label answerof-22538' value='87378' \/>&nbsp;<label for='answer-id-87378' id='answer-label-87378' class='js-answer-label answer label-15'><span class='answer'>Furthering a commitment to the SIPOC process<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87379' \/><div class='watu-question-choice'><input type='radio' name='answer-22538[]' id='answer-id-87379' class='answer answer-15 js-answer-label answerof-22538' value='87379' \/>&nbsp;<label for='answer-id-87379' id='answer-label-87379' class='js-answer-label answer label-15'><span class='answer'>Demonstrating strong management leadership<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87380' \/><div class='watu-question-choice'><input type='radio' name='answer-22538[]' id='answer-id-87380' class='answer answer-15 js-answer-label answerof-22538' value='87380' \/>&nbsp;<label for='answer-id-87380' id='answer-label-87380' class='js-answer-label answer label-15'><span class='answer'>Providing collaborative planning, forecasting, and replenishment<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87381' \/><div class='watu-question-choice'><input type='radio' name='answer-22538[]' id='answer-id-87381' class='answer answer-15 php-answer-label answerof-22538' value='87381' \/>&nbsp;<label for='answer-id-87381' id='answer-label-87381' class='php-answer-label answer label-15'><span class='answer'>Fostering a commitment to continuous improvement<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>The primary goal ofSix Sigmais tofoster a commitment to continuous improvementby systematically reducing defects and process variation. In data-driven decision making, Six Sigma uses statistical methods to improve quality, efficiency, and consistency across organizational processes.<br\/>Six Sigma emphasizes disciplined problem-solving through data analysis, root-cause identification, and process control. While reducing defects to 3.4 per million opportunities is a hallmark metric, the broader objective is embedding continuous improvement into organizational culture.<br\/>SIPOC is a supporting tool, leadership is a contributing factor, and collaborative planning forecasting and replenishment relates to supply chain management, not Six Sigma&#8217;s core purpose.<br\/>Therefore, the correct answer isD.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(15,this)' id='btn-15' value='See Answer'  \/><input type='hidden' id='questionType15' value='radio' class=''><\/div><div class='watu-question' id='question-16'><div class='question-content'><p><strong>QUESTION 66<\/strong><br \/>A major hospital system wants to improve its level of patient satisfaction. Management has recently asked patients to complete a survey as part of the discharge process. From this survey, a net promoter score is derived and tracked over time. What does a net promoter score reveal?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22539' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87382' \/><div class='watu-question-choice'><input type='radio' name='answer-22539[]' id='answer-id-87382' class='answer answer-16 js-answer-label answerof-22539' value='87382' \/>&nbsp;<label for='answer-id-87382' id='answer-label-87382' class='js-answer-label answer label-16'><span class='answer'>How management feels about subordinate employees<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87383' \/><div class='watu-question-choice'><input type='radio' name='answer-22539[]' id='answer-id-87383' class='answer answer-16 js-answer-label answerof-22539' value='87383' \/>&nbsp;<label for='answer-id-87383' id='answer-label-87383' class='js-answer-label answer label-16'><span class='answer'>How existing employees make advancements within an organization<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87384' \/><div class='watu-question-choice'><input type='radio' name='answer-22539[]' id='answer-id-87384' class='answer answer-16 js-answer-label answerof-22539' value='87384' \/>&nbsp;<label for='answer-id-87384' id='answer-label-87384' class='js-answer-label answer label-16'><span class='answer'>The effectiveness of a new advertising campaign<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87385' \/><div class='watu-question-choice'><input type='radio' name='answer-22539[]' id='answer-id-87385' class='answer answer-16 php-answer-label answerof-22539' value='87385' \/>&nbsp;<label for='answer-id-87385' id='answer-label-87385' class='php-answer-label answer label-16'><span class='answer'>The strength of an organization&#8217;s customer relations<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>A net promoter score reveals the strength of an organization&#8217;s customer relations by measuring how likely customers are to recommend the organization to others. In a hospital setting, patients are the relevant customer group, and their willingness to recommend the hospital reflects satisfaction, trust, and overall experience. Because the score is tracked over time, management can use it as an indicator of whether customer relationships are improving or declining. A higher net promoter score generally suggests stronger loyalty and more positive perceptions, while a lower score may indicate service or quality concerns. The score is not about how management feels about employees, nor is it used to track employee advancement. It may be influenced indirectly by marketing, but it does not primarily measure advertising campaign effectiveness. Its main purpose is to provide a clear signal about customer loyalty and relationship strength. Therefore, the correct answer is the strength of an organization&#8217;s customer relations.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(16,this)' id='btn-16' value='See Answer'  \/><input type='hidden' id='questionType16' value='radio' class=''><\/div><div class='watu-question' id='question-17'><div class='question-content'><p><strong>QUESTION 67<\/strong><br \/>What describes fact-based decision-making according to quality management principles?<br \/>Choose 2 answers.<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22540' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87386' \/><div class='watu-question-choice'><input type='checkbox' name='answer-22540[]' id='answer-id-87386' class='answer answer-17 php-answer-label answerof-22540' value='87386' \/>&nbsp;<label for='answer-id-87386' id='answer-label-87386' class='php-answer-label answer label-17'><span class='answer'>Decisions foster trust in plans.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87387' \/><div class='watu-question-choice'><input type='checkbox' name='answer-22540[]' id='answer-id-87387' class='answer answer-17 js-answer-label answerof-22540' value='87387' \/>&nbsp;<label for='answer-id-87387' id='answer-label-87387' class='js-answer-label answer label-17'><span class='answer'>Decisions are based on the instincts of experienced leaders.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87388' \/><div class='watu-question-choice'><input type='checkbox' name='answer-22540[]' id='answer-id-87388' class='answer answer-17 js-answer-label answerof-22540' value='87388' \/>&nbsp;<label for='answer-id-87388' id='answer-label-87388' class='js-answer-label answer label-17'><span class='answer'>Decisions have a marginal effect on relationships with suppliers.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87389' \/><div class='watu-question-choice'><input type='checkbox' name='answer-22540[]' id='answer-id-87389' class='answer answer-17 php-answer-label answerof-22540' value='87389' \/>&nbsp;<label for='answer-id-87389' id='answer-label-87389' class='php-answer-label answer label-17'><span class='answer'>Decisions reduce external bias.<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>Fact-based decision-making is a central quality management principle because it encourages organizations to rely on evidence, measurement, and analysis rather than assumptions or intuition alone. Decisions foster trust in plans when stakeholders can see that choices are grounded in objective information and sound reasoning.<br\/>This strengthens accountability and confidence in management actions. Fact-based decisions also help reduce external bias because they rely on verified information rather than opinions, pressure, or unsupported judgment. In contrast, decisions based only on the instincts of experienced leaders do not reflect the core meaning of fact-based management, even though experience may still be valuable. The statement about supplier relationships is not a defining description of fact-based decision-making and does not capture the principle itself. Quality management emphasizes using reliable data to guide planning, improve processes, and support consistent outcomes. Therefore, the two correct answers are that such decisions foster trust in plans and reduce external bias.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(17,this)' id='btn-17' value='See Answer'  \/><input type='hidden' id='questionType17' value='checkbox' class=''><\/div><div class='watu-question' id='question-18'><div class='question-content'><p><strong>QUESTION 68<\/strong><br \/>What is the purpose of the quality management principle of dedication to fact-based decision-making?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22541' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87390' \/><div class='watu-question-choice'><input type='radio' name='answer-22541[]' id='answer-id-87390' class='answer answer-18 js-answer-label answerof-22541' value='87390' \/>&nbsp;<label for='answer-id-87390' id='answer-label-87390' class='js-answer-label answer label-18'><span class='answer'>Increase loyalty from customers and suppliers.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87391' \/><div class='watu-question-choice'><input type='radio' name='answer-22541[]' id='answer-id-87391' class='answer answer-18 php-answer-label answerof-22541' value='87391' \/>&nbsp;<label for='answer-id-87391' id='answer-label-87391' class='php-answer-label answer label-18'><span class='answer'>Reduce bias driven by increased trust in plans.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87392' \/><div class='watu-question-choice'><input type='radio' name='answer-22541[]' id='answer-id-87392' class='answer answer-18 js-answer-label answerof-22541' value='87392' \/>&nbsp;<label for='answer-id-87392' id='answer-label-87392' class='js-answer-label answer label-18'><span class='answer'>Increase the effectiveness from quality practices.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87393' \/><div class='watu-question-choice'><input type='radio' name='answer-22541[]' id='answer-id-87393' class='answer answer-18 js-answer-label answerof-22541' value='87393' \/>&nbsp;<label for='answer-id-87393' id='answer-label-87393' class='js-answer-label answer label-18'><span class='answer'>Eliminate anything that does not add value.<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>The principle offact-based decision-makingemphasizes using reliable data and objective analysis rather than intuition or opinion. In data-driven decision making, this principle exists primarily toreduce bias and increase trust in organizational plans and decisions.<br\/>When decisions are grounded in verified data, assumptions are challenged, personal biases are minimized, and outcomes are more predictable. This builds confidence among stakeholders and supports transparency and accountability.<br\/>Customer loyalty, waste elimination, and quality effectiveness may be indirect benefits, but the core purpose is ensuring that decisions are objective, defensible, and evidence-based. Therefore, the correct answer isD.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(18,this)' id='btn-18' value='See Answer'  \/><input type='hidden' id='questionType18' value='radio' class=''><\/div><div class='watu-question' id='question-19'><div class='question-content'><p><strong>QUESTION 69<\/strong><br \/>What is the basic difference between evaluating costs and benefits in the public and private sectors?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22542' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87394' \/><div class='watu-question-choice'><input type='radio' name='answer-22542[]' id='answer-id-87394' class='answer answer-19 js-answer-label answerof-22542' value='87394' \/>&nbsp;<label for='answer-id-87394' id='answer-label-87394' class='js-answer-label answer label-19'><span class='answer'>The costs associated with public projects are minimal.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87395' \/><div class='watu-question-choice'><input type='radio' name='answer-22542[]' id='answer-id-87395' class='answer answer-19 js-answer-label answerof-22542' value='87395' \/>&nbsp;<label for='answer-id-87395' id='answer-label-87395' class='js-answer-label answer label-19'><span class='answer'>The benefits of public projects are easily quantifiable.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87396' \/><div class='watu-question-choice'><input type='radio' name='answer-22542[]' id='answer-id-87396' class='answer answer-19 php-answer-label answerof-22542' value='87396' \/>&nbsp;<label for='answer-id-87396' id='answer-label-87396' class='php-answer-label answer label-19'><span class='answer'>Private projects generate considerable revenue.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87397' \/><div class='watu-question-choice'><input type='radio' name='answer-22542[]' id='answer-id-87397' class='answer answer-19 js-answer-label answerof-22542' value='87397' \/>&nbsp;<label for='answer-id-87397' id='answer-label-87397' class='js-answer-label answer label-19'><span class='answer'>The benefit of private projects is general public welfare.<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>The fundamental difference between cost-benefit evaluation in the public and private sectors lies inhow benefits are defined and measured. In data-driven decision making, private-sector projects primarily focus onrevenue generation and profitability, making optionCthe correct distinction.<br\/>Private organizations evaluate benefits using measurable financial outcomes such as revenue, profit margins, and return on investment. These metrics provide clear, quantifiable indicators of success. In contrast, public- sector projects often aim to maximizegeneral public welfare, including social, environmental, and economic benefits that are more difficult to quantify monetarily.<br\/>Public-sector benefits may include improved public health, safety, education, or trust in government- outcomes that do not translate directly into revenue. Therefore, while costs are measurable in both sectors, benefits differ substantially in nature.<br\/>Options A and B are incorrect because public-sector costs are not minimal and public benefits are often difficult to quantify. Option D incorrectly assigns public welfare to private projects. Thus, the correct answer isC.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(19,this)' id='btn-19' value='See Answer'  \/><input type='hidden' id='questionType19' value='radio' class=''><\/div><div class='watu-question' id='question-20'><div class='question-content'><p><strong>QUESTION 70<\/strong><br \/>A county government must increase trust among voters that their tallying machines are accurately calibrated to count their votes. Each department is tasked with creating an online marketing campaign; however, the budget for these campaigns is limited.<br \/>How can the county apply data analytic approaches to allocate funds to each department?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22543' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87398' \/><div class='watu-question-choice'><input type='radio' name='answer-22543[]' id='answer-id-87398' class='answer answer-20 php-answer-label answerof-22543' value='87398' \/>&nbsp;<label for='answer-id-87398' id='answer-label-87398' class='php-answer-label answer label-20'><span class='answer'>By measuring the number of voter complaints per department<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87399' \/><div class='watu-question-choice'><input type='radio' name='answer-22543[]' id='answer-id-87399' class='answer answer-20 js-answer-label answerof-22543' value='87399' \/>&nbsp;<label for='answer-id-87399' id='answer-label-87399' class='js-answer-label answer label-20'><span class='answer'>By benchmarking the voter turnout rates in each county<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87400' \/><div class='watu-question-choice'><input type='radio' name='answer-22543[]' id='answer-id-87400' class='answer answer-20 js-answer-label answerof-22543' value='87400' \/>&nbsp;<label for='answer-id-87400' id='answer-label-87400' class='js-answer-label answer label-20'><span class='answer'>By surveying the county controllers<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87401' \/><div class='watu-question-choice'><input type='radio' name='answer-22543[]' id='answer-id-87401' class='answer answer-20 js-answer-label answerof-22543' value='87401' \/>&nbsp;<label for='answer-id-87401' id='answer-label-87401' class='js-answer-label answer label-20'><span class='answer'>By surveying employees on polling strategies<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>Allocating limited resources effectively requires identifying where needs and risks are greatest. In data-driven decision making,measuring voter complaints per departmentprovides a direct, objective indicator of trust issues and communication gaps.<br\/>Departments with higher complaint volumes may require greater outreach to restore voter confidence. Using this metric allows funds to be allocated where they will have the greatest impact. Benchmarking turnout rates does not isolate departmental needs, and surveys of controllers or employees introduce subjectivity rather than evidence-based prioritization.<br\/>Therefore, the correct answer isA.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(20,this)' id='btn-20' value='See Answer'  \/><input type='hidden' id='questionType20' value='radio' class=''><\/div><div class='watu-question' id='question-21'><div class='question-content'><p><strong>QUESTION 71<\/strong><br \/>Which step in the plan-do-check-act cycle is described as analyzing the results of an experiment and deciding whether those results can be improved?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22544' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87402' \/><div class='watu-question-choice'><input type='radio' name='answer-22544[]' id='answer-id-87402' class='answer answer-21 php-answer-label answerof-22544' value='87402' \/>&nbsp;<label for='answer-id-87402' id='answer-label-87402' class='php-answer-label answer label-21'><span class='answer'>Check<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87403' \/><div class='watu-question-choice'><input type='radio' name='answer-22544[]' id='answer-id-87403' class='answer answer-21 js-answer-label answerof-22544' value='87403' \/>&nbsp;<label for='answer-id-87403' id='answer-label-87403' class='js-answer-label answer label-21'><span class='answer'>Do<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87404' \/><div class='watu-question-choice'><input type='radio' name='answer-22544[]' id='answer-id-87404' class='answer answer-21 js-answer-label answerof-22544' value='87404' \/>&nbsp;<label for='answer-id-87404' id='answer-label-87404' class='js-answer-label answer label-21'><span class='answer'>Act<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87405' \/><div class='watu-question-choice'><input type='radio' name='answer-22544[]' id='answer-id-87405' class='answer answer-21 js-answer-label answerof-22544' value='87405' \/>&nbsp;<label for='answer-id-87405' id='answer-label-87405' class='js-answer-label answer label-21'><span class='answer'>Plan<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>TheCheckphase of the Plan-Do-Check-Act (PDCA) cycle involves evaluating outcomes and analyzing results. In data-driven decision making, this step compares actual performance against expected results to determine whether objectives were met.<br\/>During the Check phase, organizations review data, assess variation, and identify opportunities for improvement. Planning defines objectives, Doing implements changes, and Acting standardizes or adjusts processes based on evaluation.<br\/>Therefore, the correct answer isA, Check.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(21,this)' id='btn-21' value='See Answer'  \/><input type='hidden' id='questionType21' value='radio' class=''><\/div><div class='watu-question' id='question-22'><div class='question-content'><p><strong>QUESTION 72<\/strong><br \/>Two vendors sell a dozen raw materials that a company needs to build its products. Which type of analysis should be used to determine if one of the vendors has a better average price at a given point in time?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22545' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87406' \/><div class='watu-question-choice'><input type='radio' name='answer-22545[]' id='answer-id-87406' class='answer answer-22 php-answer-label answerof-22545' value='87406' \/>&nbsp;<label for='answer-id-87406' id='answer-label-87406' class='php-answer-label answer label-22'><span class='answer'>Data analysis<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87407' \/><div class='watu-question-choice'><input type='radio' name='answer-22545[]' id='answer-id-87407' class='answer answer-22 js-answer-label answerof-22545' value='87407' \/>&nbsp;<label for='answer-id-87407' id='answer-label-87407' class='js-answer-label answer label-22'><span class='answer'>Heuristic analysis<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87408' \/><div class='watu-question-choice'><input type='radio' name='answer-22545[]' id='answer-id-87408' class='answer answer-22 js-answer-label answerof-22545' value='87408' \/>&nbsp;<label for='answer-id-87408' id='answer-label-87408' class='js-answer-label answer label-22'><span class='answer'>Background analysis<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87409' \/><div class='watu-question-choice'><input type='radio' name='answer-22545[]' id='answer-id-87409' class='answer answer-22 js-answer-label answerof-22545' value='87409' \/>&nbsp;<label for='answer-id-87409' id='answer-label-87409' class='js-answer-label answer label-22'><span class='answer'>Graphical analysis<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>To determine whether one vendor has a better average price than another, the company should use data analysis. This is the broad analytical approach that involves collecting pricing information, organizing the values, comparing averages, and possibly applying additional statistical methods to evaluate the difference.<br\/>The task is numerical and evidence-based, making data analysis the correct and most complete choice.<br\/>Heuristic analysis usually refers to rule-of-thumb decision methods rather than direct statistical comparison.<br\/>Background analysis is not the standard term for comparing measurable pricing information. Graphical analysis may help visualize price differences, but graphs alone do not fully describe the method needed to determine average pricing performance. Because the question asks which type of analysis should be used to compare average price, the answer is the one that directly refers to analyzing the numerical data itself.<br\/>Therefore, the correct answer is data analysis.<\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(22,this)' id='btn-22' value='See Answer'  \/><input type='hidden' id='questionType22' value='radio' class=''><\/div><div class='watu-question' id='question-23'><div class='question-content'><p><strong>QUESTION 73<\/strong><br \/>Why would a human resources department use both mean and median when doing a salary evaluation of a department?<\/p>\n<\/div><input type='hidden' name='question_id[]' value='22546' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87410' \/><div class='watu-question-choice'><input type='radio' name='answer-22546[]' id='answer-id-87410' class='answer answer-23 js-answer-label answerof-22546' value='87410' \/>&nbsp;<label for='answer-id-87410' id='answer-label-87410' class='js-answer-label answer label-23'><span class='answer'>A large difference between mean and median shows that some employees need raises.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87411' \/><div class='watu-question-choice'><input type='radio' name='answer-22546[]' id='answer-id-87411' class='answer answer-23 js-answer-label answerof-22546' value='87411' \/>&nbsp;<label for='answer-id-87411' id='answer-label-87411' class='js-answer-label answer label-23'><span class='answer'>A large difference between mean and median shows a miscalculation in the analysis.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87412' \/><div class='watu-question-choice'><input type='radio' name='answer-22546[]' id='answer-id-87412' class='answer answer-23 php-answer-label answerof-22546' value='87412' \/>&nbsp;<label for='answer-id-87412' id='answer-label-87412' class='php-answer-label answer label-23'><span class='answer'>A large difference between mean and median shows there are outliers to assess.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='87413' \/><div class='watu-question-choice'><input type='radio' name='answer-22546[]' id='answer-id-87413' class='answer answer-23 js-answer-label answerof-22546' value='87413' \/>&nbsp;<label for='answer-id-87413' id='answer-label-87413' class='js-answer-label answer label-23'><span class='answer'>A large difference between mean and median shows an abnormal standard deviation.<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'>Using both mean and median helps identifyoutliers, such as very high executive salaries that skew the average. 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