Using Predictive Analytics to Improve Healthcare Outcomes

16 Appendix AFigure A.1 Full list of predictor variables related to workload, the structu...Figure A.2 Color‐coded worksheet showing predictor variables grouped into co...Figure A.3 Example of a specified measurement model for a variable of intere...

17 Appendix BFigure B.1 The I 2E 2formula for leading lasting change.

18 Appendix H Figure H.1 Heart failure model.

19 Appendix O Figure O.1 Part 1 Comfort/pain perception (CPPS) survey—for patient.

20 Appendix P Figure P.1 Part 1 Comfort/pain perception (CPPS) survey—for staff.

21 Appendix TFigure T.1 Factor loadings for Satisfaction with Staffing/Scheduling and Sat...

1 Cover Page

2 Title Page

3 Copyright Page

4 Dedication Page

5 Contributors

6 Foreword

7 Preface: Bringing the Science of Winning to Healthcare

8 List of Acronyms

9 Acknowledgments

10 Table of Contents

11 Begin Reading

12 Epilogue: Imagining What Is Possible

13 Appendix A: Worksheets Showing the Progression from a Full List of Predictor Variables to a Measurement Model

14 Appendix B: The Key to Making Your Relationship-Based Care® Implementation Sustainable Is “I 2E 2”

15 Appendix C: Calculation for Cost of Falls

16 Appendix D: Possible Clinical, Administrative, and Psychosocial Predictors of Readmission for Heart Failure in Fewer Than 30 Days After Discharge

17 Appendix E: Process to Determine Variables for Lee, Jin, Piao, & Lee, 2016 Study

18 Appendix F: Summary of National and International Heart Failure Guidelines

19 Appendix G: Crosswalk Hospital Tool and Guidelines

20 Appendix H: Comprehensive Model of 184 Variables Found in Guidelines and Hospital Tool

21 Appendix I: Summary of Variables That Proved Insignificant After Analysis

22 Appendix J: Summary of Inconclusive Findings

23 Appendix K: Nine Tools for Measuring the Provision of Quality Patient Care and Related Variables

24 Appendix L: Data From Pause and Flow Study Related to Participants’ Ability to Recall Moments of Pause and Flow Easily or with Reflection

25 Appendix M: Identified Pauses and Proposed Interventions Resulting from a Pause and Flow Study

26 Appendix N: Factors Related to a Focus on Pain Versus Factors Related to a Focus on Comfort

27 Appendix O: Comfort/Pain Perception Survey (CPPS)—Patient Version

28 Appendix P: Comfort/Pain Perception Survey (CPPS)—Care Provider Version

29 Appendix Q: Predictors of OUD

30 Appendix R: Personal Qualities of Clinicians and Others Suited to Become Trusted Others

31 Appendix S: Qualities of Systems and Organizations Suited to Serve People Recovering from OUD

32 Appendix T: Factor Loadings for Satisfaction with Staffing/Scheduling and Resources

33 Appendix U: Detail Regarding Item Reduction of Instruments to Measure Caring

34 Appendix V: Factor Loading for Items in the Healing Compassions Assessment (HCA) for Use in Western Scotland

35 Appendix W: Factor Loadings of the Caring Professional Scale for Use in Western Scotland

36 Appendix X: Factor Loadings for the Healing Compassion Survey—7Cs NHS Scotland (Staff Version)

37 Appendix Y: Factor Analysis and Factor Ranking for Survey Items Related to Caring for Self and Caring of the Senior Charge Nurse

38 Appendix Z: Demographics, Particularly Ward, as Predictors of Job Satisfaction

39 Appendix AA: Demographic as Predictors of clarity

40 Appendix BB: Correlates of Operations of CBAS with Items from the Healing Compassion Survey—7 Cs NHS Scotland (Staff Version)

41 References

42 Index

43 Wiley End User License Agreement

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