Paper Based vs Electronic Based Clinical Records The effects on hospital statistics Class 18.

Slides:



Advertisements
Similar presentations
High Resolution studies
Advertisements

Nursing Diagnosis: Definition
Consolidated User Story 1: Chronic Diseases (cancer, occupational health) Chronic Diseases, Outpatient Flow Patient, Provider/Physician, Laboratory, PH.
Utilizing the Electronic Medical Record to Reduce Inappropriate Medication Use Alan White, PhD – Abt Associates Valerie Weber, MD – Geisinger Health System.
“Evaluate HSJ-ICU system use by medical doctors” Turma 20 Professor Orientador: Ricardo Correia.
Diagnosis and procedures codification The effects of technology.
Departments of Medicine and Biostatistics
Design of Experiments and Analysis of Variance
Biostatistics - Concepts Tudor Calinici – JPEMS 2014.
ODAC May 3, Subgroup Analyses in Clinical Trials Stephen L George, PhD Department of Biostatistics and Bioinformatics Duke University Medical Center.
The Scientific Method Unit 1: The Scientific Method Chapter 1-1 & 1-2.
ICD-10 Getting There….. Ophthalmology. What Physicians Need To Know Claims for ambulatory and physician services provided on or after 10/1/2015 must use.
Patient Institution Mobility Inês Videira, Inês Jorge, Iolanda Ferreira, Ivete Afonso, Jennifer Pires, Joana Ribeiro, Joana Vaz, Joana Fernandes, Joana.
Applied statistics Katrin Jaedicke
Paper Based vs Electronic Based Clinical Records The effects on hospital statistics Class 18.
Documentation for Acute Care
“Evaluation of HSJ-ICU system use by medical doctors” Professor Orientador: Ricardo Correia Turma 20.
Definition of Purpose of the Patient Record
What is Workflow?. Defining workflow Definitions of workflow vary. Here are a couple: –The flow of work through space and time, where work is comprised.
Lifelines2: Hypothesis Generation in Multiple EHRs Taowei David Wang Catherine Plaisant Ben Shneiderman Shawn Murphy Mark Smith Human-Computer Interaction.
2x2 BG Factorial Designs Definition and advantage of factorial research designs 5 terms necessary to understand factorial designs 5 patterns of factorial.
INTRODUCTION TO ICD-9-CM
MEDICAL RECORDS MANAGEMENT IN EYE CARE SERVICES 6.International classification of Disease & Procedures and the method of Indexing data.
Two-Way Analysis of Variance STAT E-150 Statistical Methods.
Survival analysis Brian Healy, PhD. Previous classes Regression Regression –Linear regression –Multiple regression –Logistic regression.
+ Quantitative Statistics: Chi-Square ScWk 242 – Session 7 Slides.
Statistics for the Social Sciences Psychology 340 Fall 2013 Tuesday, November 19 Chi-Squared Test of Independence.
Statistics for the Social Sciences Psychology 340 Fall 2013 Thursday, November 21 Review for Exam #4.
Chapter 8 Introduction to Hypothesis Testing
Copyright © 2008 by Pearson Education, Inc. Upper Saddle River, New Jersey All rights reserved. John W. Creswell Educational Research: Planning,
MAST: the organisational aspects Lise Kvistgaard Odense University Hospital Denmark Berlin, May 2010.
Amsterdam Rehabilitation Research Center | Reade Testing significance - categorical data Martin van der Esch, PhD.
Statistics for Education Research Lecture 5 Tests on Two Means: Two Independent Samples Independent-Sample t Tests Instructor: Dr. Tung-hsien He
Choosing and using statistics to test ecological hypotheses
Introduction: Why statistics? Petter Mostad
Introduction to SAS Essentials Mastering SAS for Data Analytics
Scientific Methods Section 1.3. Observations Using the senses to gather information Using the senses to gather information Scientific methods begin with.
Psychology 301 Chapters & Differences Between Two Means Introduction to Analysis of Variance Multiple Comparisons.
The potential to bring huge benefits to Patients..
Correlation & Regression
Analysis of Two-Way tables Ch 9
Nonparametric Statistics
Reasoning in Psychology Using Statistics Psychology
Single-Factor Studies KNNL – Chapter 16. Single-Factor Models Independent Variable can be qualitative or quantitative If Quantitative, we typically assume.
Medical Statistics (full English class) Ji-Qian Fang School of Public Health Sun Yat-Sen University.
Chapter 6: Analyzing and Interpreting Quantitative Data
Chapter 14 Chi-Square Tests.  Hypothesis testing procedures for nominal variables (whose values are categories)  Focus on the number of people in different.
Hypothesis test flow chart frequency data Measurement scale number of variables 1 basic χ 2 test (19.5) Table I χ 2 test for independence (19.9) Table.
IE241: Introduction to Design of Experiments. Last term we talked about testing the difference between two independent means. For means from a normal.
Handout Twelve: Design & Analysis of Covariance
Nature of Science Notes Part II- Experimental Design.
The Role of Technology in the Medication Process Domino B. Puson R.N., M.N. Interactive Classroom Version.
Competency Based Training for Providers on Electronic Health Records David Marchant, MD, Erica DeMint, MS, Michelle Hilaire, PharmD, CDE.
Chapter 4: The Patient Record: Hospital, Physician Office, and Alternate Care Settings.
Chapter 4: The Patient Record: Hospital, Physician Office, and Alternate Care Settings.
Nursing Process n116. The Nursing Process  Assessment  Diagnosis  Planning  Implementing  Evaluating.
Analyze ICD-10 Diagnosis Codes with Stata
Scientific Method Observations Purpose Hypothesis Experiment Data
Taipei Medical University, Taiwan
Evaluating Sepsis Guidelines and Patient Outcomes
Title of your science project
CHAPTER 4 Information Management in Pharmacy.
A2 unit 4 Clinical Psychology
Reasoning in Psychology Using Statistics
Are we Doing to Many Procedures? (Example Tonsillectomy)
Pyae Sone Htoo1, Thida Aung2, Khay Mar Mya2, Kyawt San Lwin2
Reasoning in Psychology Using Statistics
Title of your experimental design
Reasoning in Psychology Using Statistics
Are we Doing to Many Procedures? (Example Tonsillectomy)
Presentation transcript:

Paper Based vs Electronic Based Clinical Records The effects on hospital statistics Class 18

Introduction Recording clinical information is important to the health industry Access to previous information leads to better diagnosis and treatment in the future [ Movig KL, Leufkens HG, Lenderink AW, Egberts AC. Validity of hospital discharge International Classification of Diseases (ICD) codes for identifying patients with hyponatremia. J Clin Epidemiol Jun;56(6):530-5.] Paper-based record / Electronic records Paper Based vs Electronic Based Clinical Records

Lacks of information of previous studies [Movig KL, Leufkens HG, Lenderink AW, Egberts AC. Validity of hospital discharge International Classification of Diseases (ICD) codes for identifying patients with hyponatremia. J Clin Epidemiol Jun;56(6):530-5.] Electronic patient record (EPR) as the main method in a near future. [Gillies J, Holt A. Anxious about electronic health records? No need to be. N Z Med J Sep 26;116(1182):U604.] It is important to study and to conclude if this new information organization will result in any difference from the old one. Paper Based vs Electronic Based Clinical Records

Advantages and disadvantages of EPR and paper- based records. Most of the studies conclude that the electronic system is better, although some of them disagree. [ Van der Meijden MJ, Tange HJ, Boiten J, Troost J, Hasman A. An experimental electronic patient record for stroke patients. Part 1: situation analysis. Int J Med Inform Sep;58- 59:111-25] Paper Based vs Electronic Based Clinical Records

Main difficulties in the implementation of EPR. [ Mohr DN, Carpenter PC, Claus PL, Hagen PT, Karsell PR, Van Scoy RE. Implementing an EMR: paper's last hurrah. Proc Annu Symp Comput Appl Med Care. 1995;: ] Negligent data introduction. [Friedman BA. The potential role of physicians in the management of hospital information systems. Clin Lab Med Mar;10(1):239-50] Typing and visualization speed. [Rodriguez NJ, Murillo V, Borges JA, Ortiz J, Sands DZ. A usability study of physicians interaction with a paper-based patient record system and a graphical-based electronic patient record system. Proc AMIA Symp. 2002;: ] Paper Based vs Electronic Based Clinical Records

Coding errors (ICD). [Movig KL, Leufkens HG, Lenderink AW, Egberts AC. Validity of hospital discharge International Classification of Diseases (ICD) codes for identifying patients with hyponatremia. J Clin Epidemiol Jun;56(6):530-5.] Costs and benefits of EPR. [Ellingsen G, Monteiro E. Big is beautiful: electronic patient records in large Norwegian hospitals 1980s Methods Inf Med. 2003;42(4): ] Hospital’s economical survival. [Muller ML, Burkle T, Irps S, Roeder N, Prokosch HU. The diagnosis related groups enhanced electronic medical record. Int J Med Inform Jul;70(2-3):221-8.] Paper Based vs Electronic Based Clinical Records

Objective The main objective is: Q uantify the differences among diagnosis and procedures recorded before and after the EPR implementation in the paper-based and the electronic- based methods. Paper Based vs Electronic Based Clinical Records

Methods T ype of study: it is longitudinal and observational We chose two departments to work about (obstetrics and pneumology) and two periods of time (a few months before and after the implementation of EPR) We treated two databases on SPSS®, each from one of the departments Each database was divided in two periods, before and after the implementation Paper Based vs Electronic Based Clinical Records

We made a selection of the main diagnosis on each department: On the obstetrics department we chose those with a minimum number of 20 cases on the sum of both periods On the pneumology department we chose those with a minimum number of 10 cases on the sum of both periods We did two kinds of analyses: a qualitative one and a quantitative one. Paper Based vs Electronic Based Clinical Records

Qualitative Analysis The qualitative analysis consists on checking the differences between the GDH before and after the introduction of EPR By using a statistical test (Chi-square) on SPSS® we have searched for significant differences between GDH from the two groups previously selected After analyzing the differences in a major perspective we decided to check each GDH individually to quantify the differences by using another Chi-square test. Paper Based vs Electronic Based Clinical Records

Quantitative Analysis (it focuses on the number of the diagnosis rather than the type of diagnosis) We started working with all the diagnosis instead of using only GDH in order to compare the number of diagnosis before and after the implementation The main test used in this case was a Mann-Whitney test Paper Based vs Electronic Based Clinical Records

Linear Flow Chart Paper Based vs Electronic Based Clinical Records

Linear Flow Chart Paper Based vs Electronic Based Clinical Records

Linear Flow Chart Paper Based vs Electronic Based Clinical Records

Methods Flow Chart Paper Based vs Electronic Based Clinical Records

Methods Flow Chart Paper Based vs Electronic Based Clinical Records

Methods Flow Chart Paper Based vs Electronic Based Clinical Records

Gantt’s Graphic/Chart Paper Based vs Electronic Based Clinical Records

Results Paper Based vs Electronic Based Clinical Records DepartamentBeforeAfter Obst Pneumo Table 1 - Total number of individuals on both departments, before and after the EPR implementation.

Results - Obstetrics department Graph 1 – Comparison between the two groups GDH code Diagnosis description 362Laqueação de trompas, via laparoscópica 370Cesariana com Complicações e/ou Comorbilidades 371Cesariana sem Complicações e/ou Comorbilidades 372Parto vaginal com diagnóstico de complicação 373Parto vaginal sem diagnóstico de complicação 379Ameaça de aborto 380Aborto sem dilatação e curetagem 381Aborto com dilatação e curetagem, curetagem aspirativa ou histerotomia 383Outros diagnósticos pré-parto com complicações médicas 384Outros diagnósticos pré-parto sem complicações médicas Table 2 – Description of the GDH code from the selected diagnosis. Paper Based vs Electronic Based Clinical Records

Results - Obstetrics department Paper Based vs Electronic Based Clinical Records Graph 1 – Comparison between the two groups Table 4 – % of each diagnosis on both periods GDH cod e Before (%)After (%) 3622, ,53, ,219,3 3723,44, ,353,4 3792,01,4 3803,03,4 3812,93,0 3831,62,5 3844,75,2 others3,64,6

Results - Obstetrics department Paper Based vs Electronic Based Clinical Records Graph 1 – Comparison between the two groups

Results - Obstetrics department Paper Based vs Electronic Based Clinical Records Diagnosis: “Parto Vaginal sem complicações” (GDH373) In a first phase we searched for general differences in the GDH.Secondly we searched for differences on each individual GDH. This is an example of a GDH where we found statistically significant differences. The other cases are: “Cesariana sem complicações” (GDH371); and “Laqueação de trompas via laparoscópia” (GDH362).

Results - Obstetrics department Paper Based vs Electronic Based Clinical Records

Results - Obstetrics department Paper Based vs Electronic Based Clinical Records Although it seems obvious that this isn’t a normal distribution we decided to confirm by doing an one sample K-S Test.

Results - Obstetrics department Paper Based vs Electronic Based Clinical Records Mann-Whitney The 1-sample K-S test confirmed that it wasn’t a normal distribution as p<0,01, so it is <0,05. As it wasn’t a normal distribution we had to do a non-parametric test for two independent variables.As we can see p=0,861 which is >0,05, so we accept nule hypothesis.

Results – Pneumology department Paper Based vs Electronic Based Clinical Records GDH codeDiagnosis description 75Grandes intervenções torácicas 76Outras intervenções no aparelho respiratório no Bloco Operatório, c/CC 79Infecções e inflamações respiratórias, Idade > 17 anos, c/Compl/Comorb 82Neoplasias respiratórias 85Derrame pleural, com Complicações e/ou Comorbilidades 88Doença Pulmonar Crónica Obstructiva 89Pneumonia e pleurisia simples, Idade > 17 anos, com Complic./Comorbil. 92Doença pulmonar intersticial, com Complicações e/ou Comorbilidades 94Pneumotórax, com Complicações e/ou Comorbilidades 95Pneumotórax, sem Complicações e/ou Comorbilidades 99Sintomas e sinais respiratórios, com Complicações e/ou Comorbilidades 101Outros diagnósticos aparelho respiratório, com Complicações/Comorbilid 475Diagnósticos do aparelho respiratório com ventilação Graph 2 – Comparison between the two groups Table 5 – Description of the GDH code from the selected diagnosis.

Results – Pneumology department Paper Based vs Electronic Based Clinical Records Graph 2 – Comparison between the two groups GDH codeBefore (%)After (%) 751,72,7 762,72,1 798,56,8 8237,226,7 852,02,1 8810,211,6 895,87,5 922,02,1 941,03,1 954,85,1 992,42,7 1012,45,8 4751,42,4 Others17,719,2 Table 7 – % of each diagnosis on both periods

Results – Pneumology department Paper Based vs Electronic Based Clinical Records Graph 2 – Comparison between the two groups

Results – Pneumology department Paper Based vs Electronic Based Clinical Records Diagnosis:“Neoplasias Respiratórias”(GDH82) Regarding pneumology, we followed the same procedure we used for obstretics. We searched for differences both generally and individually for significant GDH’s. Here is one exemple we found. The other significant GDH we found was “Outros diagnósticos de aparelho respiratório com complicações” (GDH101).

Results – Pneumology department Paper Based vs Electronic Based Clinical Records

Results – Pneumology department Paper Based vs Electronic Based Clinical Records Although it seems obvious that this isn’t a normal distribution we decided to confirm by doing an one sample K-S Test.

Results – Pneumology department Paper Based vs Electronic Based Clinical Records Mann-Whitney The 1-sample K-S test confirmed that it wasn’t a normal distribution as p<0,01, so it is <0,05. As it wasn’t a normal distribution we had to do a non-parametric test for two independent variables.As we can see p=0,084 which is >0,05, so we accept nule hypothesis.

Aknowledgments W e would like to thank the professors Ricardo Correia, Cristina Santos and Clara Tavares, without whose help we would not be able to finish our work. Paper Based vs Electronic Based Clinical Records