{"product_id":"the-health-care-data-guide-9781119690139","title":"The Health Care Data Guide","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eFigures, Tables, and Exhibits xiii\u003c\/p\u003e \u003cp\u003ePreface xxix\u003c\/p\u003e \u003cp\u003eAcknowledgments xxxiii\u003c\/p\u003e \u003cp\u003eThe Authors xxxv\u003c\/p\u003e \u003cp\u003eAbout the Companion Website xxxvii\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart I Using Data for Improvement 1\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 1 Improvement Methodology 3\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eFundamental Questions for Improvement 4\u003c\/p\u003e \u003cp\u003eWhat Are We Trying to Accomplish? 5\u003c\/p\u003e \u003cp\u003eHow Will We Know that a Change is an Improvement? 7\u003c\/p\u003e \u003cp\u003eWhat Changes Can We Make That Will Result in Improvement? 8\u003c\/p\u003e \u003cp\u003eThe PDSA Cycle for Improvement 9\u003c\/p\u003e \u003cp\u003eTools and Methods to Support the Model for Improvement 13\u003c\/p\u003e \u003cp\u003eDesigning PDSA Cycles for Testing Changes 15\u003c\/p\u003e \u003cp\u003eAnalysis of Data from PDSA Cycles 19\u003c\/p\u003e \u003cp\u003eSummary26 Key Terms 26\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 2 Using Data for Improvement 27\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eWhat Does the Concept of Data Mean? 27\u003c\/p\u003e \u003cp\u003eHow are Data Used? 29\u003c\/p\u003e \u003cp\u003eTypes of Data 36\u003c\/p\u003e \u003cp\u003eUsing A Family of Measures 43\u003c\/p\u003e \u003cp\u003eThe Importance of Operational Definitions 47\u003c\/p\u003e \u003cp\u003eData for Different Types of Studies 51\u003c\/p\u003e \u003cp\u003eSampling53 Sampling Strategies 55\u003c\/p\u003e \u003cp\u003eWhat About Sample Size? 58\u003c\/p\u003e \u003cp\u003eStratification of Data 61\u003c\/p\u003e \u003cp\u003eWhat about Case-Mix Adjustment? 63\u003c\/p\u003e \u003cp\u003eTransforming Data 65\u003c\/p\u003e \u003cp\u003eAnalysis and Presentation of Data 68\u003c\/p\u003e \u003cp\u003eSummary75 Key Terms 75\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 3 Understanding Variation Using Run Charts 77\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eIntroduction77 What Is a Run Chart? 77\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eUse of a Run Chart 80\u003c\/p\u003e \u003cp\u003eConstructing a Run Chart 80\u003c\/p\u003e \u003cp\u003eExamples of Run Charts for Improvement Projects 84\u003c\/p\u003e \u003cp\u003eRules to Aid in Interpreting Run Charts 89\u003c\/p\u003e \u003cp\u003eSpecial Issues in Using Run Charts 97\u003c\/p\u003e \u003cp\u003eStratification with Run Charts 113\u003c\/p\u003e \u003cp\u003eUsing the Cumulative Sum Statistic with Run Charts 116\u003c\/p\u003e \u003cp\u003eSummary120 Key Terms 121\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 4 Learning from Variation in Data 123\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eThe Concept of Variation 123\u003c\/p\u003e \u003cp\u003e\u003cb\u003eIntroduction to Shewhart Charts 129\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eDepicting and Interpreting Variation Using Shewhart Charts 135\u003c\/p\u003e \u003cp\u003eThe Role of Annotation with Shewhart Charts 140\u003c\/p\u003e \u003cp\u003eEstablishing Limits for Shewhart Charts 141\u003c\/p\u003e \u003cp\u003eRevising Limits for Shewhart Charts 145\u003c\/p\u003e \u003cp\u003eStratification with Shewhart Charts 147\u003c\/p\u003e \u003cp\u003eShewhart Charts and Targets, Goals, or Other Specifications 152\u003c\/p\u003e \u003cp\u003eSpecial Cause: Is It Good or Bad? 155\u003c\/p\u003e \u003cp\u003eSummary157 Key Terms 158\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 5 Understanding Variation Using Shewhart Charts 159\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eSelecting the Type of Shewhart Chart 160\u003c\/p\u003e \u003cp\u003eShewhart Charts for Continuous Data 163\u003c\/p\u003e \u003cp\u003eI Charts 164\u003c\/p\u003e \u003cp\u003eExamples of Shewhart Charts for Individual Measurements 166\u003c\/p\u003e \u003cp\u003eRational Ordering with an I Chart 168\u003c\/p\u003e \u003cp\u003eExample of I Chart for Deviations from a Target 170\u003c\/p\u003e \u003cp\u003eXbar S Shewhart Charts 171\u003c\/p\u003e \u003cp\u003eShewhart Charts for Attribute Data 177\u003c\/p\u003e \u003cp\u003eSubgroup Size for Attribute Charts 178\u003c\/p\u003e \u003cp\u003eThe P Chart for Classification Data 180\u003c\/p\u003e \u003cp\u003eExamples of P Charts 182\u003c\/p\u003e \u003cp\u003eCreation of Funnel Limits for a P Chart 186\u003c\/p\u003e \u003cp\u003eShewhart Charts for Counts of Nonconformities 188\u003c\/p\u003e \u003cp\u003ec charts 190\u003c\/p\u003e \u003cp\u003eU Chart 192\u003c\/p\u003e \u003cp\u003eCreation of Funnel Limits for a U Chart 195\u003c\/p\u003e \u003cp\u003eAlternatives for Attribute Charts for Rare Events 197\u003c\/p\u003e \u003cp\u003eG Chart for Opportunities Between Rare Events 198\u003c\/p\u003e \u003cp\u003eT Chart for Time Between Rare Events 202\u003c\/p\u003e \u003cp\u003eProcess Capability 206\u003c\/p\u003e \u003cp\u003eProcess Capability from an I Chart 208\u003c\/p\u003e \u003cp\u003eCapability of a Process from Xbar and S Charts 208\u003c\/p\u003e \u003cp\u003eCapability of a Process from Attribute Control Charts 210\u003c\/p\u003e \u003cp\u003eCapability from a P Chart 210\u003c\/p\u003e \u003cp\u003eCapability from a C or U Chart 210\u003c\/p\u003e \u003cp\u003eSummary211 Key Terms 212\u003c\/p\u003e \u003cp\u003eAppendix 5.1 Calculating Shewhart Limits 213\u003c\/p\u003e \u003cp\u003eI Chart (For Individual Values Of Continuous Data) 213\u003c\/p\u003e \u003cp\u003eXbar S Chart (For Continuous Data In Subgroups) 214\u003c\/p\u003e \u003cp\u003eP Chart (For Classification Data) 217\u003c\/p\u003e \u003cp\u003ec chart (count Of Incidences) 218\u003c\/p\u003e \u003cp\u003eU Chart (Incidences Per Area Of Opportunity) 219\u003c\/p\u003e \u003cp\u003eG Chart (Cases Between Incidences) 220\u003c\/p\u003e \u003cp\u003eT Chart 221\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 6 Additional Tools For Understanding Variation In Data 223\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eDepicting Variation 223\u003c\/p\u003e \u003cp\u003eAdditional Tools for Learning from Variation 225\u003c\/p\u003e \u003cp\u003eFrequency Plots 225\u003c\/p\u003e \u003cp\u003eFrequency Plot Construction 226\u003c\/p\u003e \u003cp\u003eFrequency Plots Used with Shewhart Charts 228\u003c\/p\u003e \u003cp\u003eFrequency Plots and Stratification 232\u003c\/p\u003e \u003cp\u003ePareto Charts 236\u003c\/p\u003e \u003cp\u003ePareto Chart Construction 238\u003c\/p\u003e \u003cp\u003ePareto Charts Used with Shewhart Charts 239\u003c\/p\u003e \u003cp\u003ePareto Chart and Stratification 244\u003c\/p\u003e \u003cp\u003eScatterplots250 Scatterplot Construction 251\u003c\/p\u003e \u003cp\u003eScatterplots Used with Shewhart Charts 254\u003c\/p\u003e \u003cp\u003eScatterplots and Stratification 258\u003c\/p\u003e \u003cp\u003eRadar Charts 260\u003c\/p\u003e \u003cp\u003eConstructing a Radar Chart 261\u003c\/p\u003e \u003cp\u003eRadar Charts Used with Shewhart Charts 261\u003c\/p\u003e \u003cp\u003eRadar Charts and Stratification 263\u003c\/p\u003e \u003cp\u003eSummary265 Key Terms 265\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 7 Shewhart Chart Savvy: Dealing with Common Issues 267\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eCreating Effective Shewhart Charts 267\u003c\/p\u003e \u003cp\u003eTip 1: Type of Data and Subgroup Size 267\u003c\/p\u003e \u003cp\u003eTip 2: Rounding Data 268\u003c\/p\u003e \u003cp\u003eTip 3: Formatting Charts 268\u003c\/p\u003e \u003cp\u003eTip 4. Decisions for Recalculating limits, or Rephasing, on a Shewhart Chart 274\u003c\/p\u003e \u003cp\u003eExtending Centerline and Limits Backward 277\u003c\/p\u003e \u003cp\u003eTypical Problems with Software for Calculating Shewhart Charts 279\u003c\/p\u003e \u003cp\u003eCharacteristics to Consider When Purchasing SPC Software 282\u003c\/p\u003e \u003cp\u003eAnother Caution with I Charts and Chart Selection 285\u003c\/p\u003e \u003cp\u003eGuidelines for Shewhart Charts in Research Studies and Publications 287\u003c\/p\u003e \u003cp\u003eUse of Shewhart Charts in Research Studies 288\u003c\/p\u003e \u003cp\u003eShewhart Charts in Publications 290\u003c\/p\u003e \u003cp\u003eShewhart’s Theory versus Statistical Inference 292\u003c\/p\u003e \u003cp\u003eSummary296 Key Terms 296\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart II Advanced Theory and Methods with Data For Improvement 297\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 8 More Shewhart-Type Charts 299\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eOther Shewhart-Type Charts 301\u003c\/p\u003e \u003cp\u003eThe NP Chart 301\u003c\/p\u003e \u003cp\u003eXbar Range (Xbar R) Chart 302\u003c\/p\u003e \u003cp\u003eMedian Chart 304\u003c\/p\u003e \u003cp\u003eAttribute Charts with Large Subgroup Sizes (P’ and U’) 306\u003c\/p\u003e \u003cp\u003ePrime Charts (P’ and U’) 307\u003c\/p\u003e \u003cp\u003eNegative Binomial Chart 313\u003c\/p\u003e \u003cp\u003eSome Adaptations to Shewhart Charts 316\u003c\/p\u003e \u003cp\u003eMA Chart 317\u003c\/p\u003e \u003cp\u003eCUSUM Chart 320\u003c\/p\u003e \u003cp\u003eExponentially Weighted Moving Average (EWMA) Chart 328\u003c\/p\u003e \u003cp\u003eStandardized Shewhart Charts 331\u003c\/p\u003e \u003cp\u003eMultivariate Shewhart-Type Charts 334\u003c\/p\u003e \u003cp\u003eSummary338 Key Terms 339\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 9 Special Uses for Shewhart Charts 341\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eShewhart Charts with a Changing Centerline 341\u003c\/p\u003e \u003cp\u003eShewhart Charts with a Sloping Centerline 342\u003c\/p\u003e \u003cp\u003eShewhart Charts with Seasonal Effects 344\u003c\/p\u003e \u003cp\u003eAdjusting Shewhart Charts for Confounders 349\u003c\/p\u003e \u003cp\u003eTransformation of Data with Shewhart Charts 355\u003c\/p\u003e \u003cp\u003eShewhart Charts for Autocorrelated Data 361\u003c\/p\u003e \u003cp\u003eRisk-Adjusted or Case-Mix Adjusted Shewhart Charts 366\u003c\/p\u003e \u003cp\u003eComparison Charts 368\u003c\/p\u003e \u003cp\u003eConfidence Intervals and Confidence Limits 369\u003c\/p\u003e \u003cp\u003eSummary373 Key Terms 373\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 10 Drilling Down Into Aggregate Data for Improvement Ii 375\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eWhat are Aggregate Data? 375\u003c\/p\u003e \u003cp\u003eWhat is the Challenge Presented by Aggregate Data? 376\u003c\/p\u003e \u003cp\u003e\u003cb\u003eIntroduction to the Drill Down Pathway 381\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eStratification 381\u003c\/p\u003e \u003cp\u003eSequencing 382 Rational Subgrouping 383\u003c\/p\u003e \u003cp\u003eAn Illustration of the Drill Down Pathway: Adverse Drug Events384 Drill Down Pathway Step One 385\u003c\/p\u003e \u003cp\u003eDrill Down Pathway Step Two 385\u003c\/p\u003e \u003cp\u003eDrill Down Pathway Step Three 387\u003c\/p\u003e \u003cp\u003eDrill Down Pathway Step Three, Continued 389\u003c\/p\u003e \u003cp\u003eDrill Down Pathway Step Four 393\u003c\/p\u003e \u003cp\u003eDrill Down Pathway Step Five 397\u003c\/p\u003e \u003cp\u003eDrill Down Pathway Step Six 400\u003c\/p\u003e \u003cp\u003eSummary400 Key Terms 401\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart III Applications of Shewhart Charts in Health Care 403\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 11 Learning from Individual Patient Data 405\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eExamples of Shewhart Charts for Individual Patients 407\u003c\/p\u003e \u003cp\u003eExample 1: Asthma Patient Use of Shewhart Charts 408\u003c\/p\u003e \u003cp\u003eExample 2: Prostate-Specific Antigen (PSA) Screening for Prostate Cancer 409\u003c\/p\u003e \u003cp\u003eExample 3: Monitoring Patient Measures in the Hospital 411\u003c\/p\u003e \u003cp\u003eExample 4: Bone Density for a Patient Diagnosed with Osteoporosis 412\u003c\/p\u003e \u003cp\u003eExample 5: Temperature Readings for a Hospitalized Patient 415\u003c\/p\u003e \u003cp\u003eExample 6: Shewhart Charts for Continuous Monitoring of Patients 418\u003c\/p\u003e \u003cp\u003eExample 7: Monitoring Weight 420\u003c\/p\u003e \u003cp\u003eExample 8: Monitoring Blood Sugar Control for Patients with Diabetes 421\u003c\/p\u003e \u003cp\u003eExample 9: Using Shewhart Charts in Pain Management 422\u003c\/p\u003e \u003cp\u003eSummary423\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 12 Learning from Patient Feedback to Improve Care 425\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eSummarizing Patient Feedback Data 429\u003c\/p\u003e \u003cp\u003ePresentation of Patient Satisfaction Data 437\u003c\/p\u003e \u003cp\u003eUsing Patient Feedback for Improvement 438\u003c\/p\u003e \u003cp\u003eThe PDSA Cycle for Testing and Implementing Changes 438\u003c\/p\u003e \u003cp\u003eImprovement Team Working on Clinic Satisfaction 438\u003c\/p\u003e \u003cp\u003eImprovement Team Working on Pain 442\u003c\/p\u003e \u003cp\u003eFeedback from Employees 444\u003c\/p\u003e \u003cp\u003eUsing Patient Satisfaction Data in Planning for Improvement 445\u003c\/p\u003e \u003cp\u003eSpecial Issues with Patient Feedback Data 447\u003c\/p\u003e \u003cp\u003eAre There Challenges When Summarizing and Using Patient Satisfaction Survey Data? 447\u003c\/p\u003e \u003cp\u003eDoes Survey Scale Matter? 449\u003c\/p\u003e \u003cp\u003eSummary450 Key Terms 450\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 13 Using Shewhart Charts in Health Care Leadership 451\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eA Health Care Organization’s Vector of Measures 452\u003c\/p\u003e \u003cp\u003eDeveloping a VOM 453\u003c\/p\u003e \u003cp\u003eSo How do We Best Display a VOM? 461\u003c\/p\u003e \u003cp\u003eAdministrative Issues with a VOM 464\u003c\/p\u003e \u003cp\u003eSome Examples of Measures for Other VOMs 467\u003c\/p\u003e \u003cp\u003eEmergency Department 468\u003c\/p\u003e \u003cp\u003ePrimary Care Center 468\u003c\/p\u003e \u003cp\u003eSystem Flow Measures 469\u003c\/p\u003e \u003cp\u003eHealth Authority 469\u003c\/p\u003e \u003cp\u003eLarge Urban Hospital 471\u003c\/p\u003e \u003cp\u003eIHI Whole System Measures 471\u003c\/p\u003e \u003cp\u003eSummary473 Key Terms 474\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 14 Shewhart Charts for Epidemic Data 475\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eShewhart Charts in Epidemiology 476\u003c\/p\u003e \u003cp\u003eDevelopment of Shewhart Charts for Epidemic Data 479\u003c\/p\u003e \u003cp\u003ec charts (Epoch 1) 479\u003c\/p\u003e \u003cp\u003eCharts of Epoch 2 481\u003c\/p\u003e \u003cp\u003eCharts for Epoch 3 485\u003c\/p\u003e \u003cp\u003eCharts for Epoch 4 486\u003c\/p\u003e \u003cp\u003eSome Issues with the Hybrid Chart for COVID-19 Deaths 487\u003c\/p\u003e \u003cp\u003eData Quality 487\u003c\/p\u003e \u003cp\u003eDay-of-the-Week Adjustment 487\u003c\/p\u003e \u003cp\u003eApplication of the Hybrid Charts to Cases, Hospitalizations, and Intensive Care Unit Admissions 489\u003c\/p\u003e \u003cp\u003eSummary492 Key Term 492\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 15 Case Studies 493\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eCase Study A: Improving Access to a Specialty Care Clinic 495\u003c\/p\u003e \u003cp\u003eCase Study B: Radiology Improvement Projects 504\u003c\/p\u003e \u003cp\u003eCase Study C: Reducing Post-Cabg Infections 514\u003c\/p\u003e \u003cp\u003eCase Study D: Drilling Down into Percentage of C-Sections 526\u003c\/p\u003e \u003cp\u003eCase Study E: Reducing Length of Stay After Surgery 537\u003c\/p\u003e \u003cp\u003eCase Study F: Reducing Hospital admissions 551\u003c\/p\u003e \u003cp\u003eCase Study G: Accidental Puncture\/Laceration Rate 558\u003c\/p\u003e \u003cp\u003eCase Study H: Improving Telemedicine Failed Calls and No Shows 568\u003c\/p\u003e \u003cp\u003eCase Study I: Variation in Financial Data 583\u003c\/p\u003e \u003cp\u003eIndex 595\u003c\/p\u003e \u003cp\u003eShewhart Chart Selection Guide 609\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49396207026519,"sku":"9781119690139","price":76.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781119690139.jpg?v=1730415099","url":"https:\/\/bookcurl.com\/products\/the-health-care-data-guide-9781119690139","provider":"Book Curl","version":"1.0","type":"link"}