Development of Minimum Dataset (MDS) for Postnatal Discharge Summaries (PDS)

2016 ◽  
Author(s):  
Alphonsa Pius ◽  
Bridget Kane
Keyword(s):  
Minimum Dataset ◽  
Discharge Summaries

Automated Coding of Patient Discharge Summaries Using Conceptual Graphs

1995 ◽  
Vol 34 (04) ◽  
pp. 345-351 ◽  
Author(s):  
A. Burgun ◽  
L. P. Seka ◽  
D. Delamarre ◽  
P. Le Beux
Keyword(s):  
Natural Language ◽  
Patient Discharge ◽  
Natural Language Understanding ◽  
Assessment Procedure ◽  
Coding System ◽  
Language Understanding ◽  
Processing Scheme ◽  
Automated Coding ◽  
Conceptual Graph ◽  
Discharge Summaries

Abstract:In medicine, as in other domains, indexing and classification is a natural human task which is used for information retrieval and representation. In the medical field, encoding of patient discharge summaries is still a manual time-consuming task. This paper describes an automated coding system of patient discharge summaries from the field of coronary diseases into the ICD-9-CM classification. The system is developed in the context of the European AIM MENELAS project, a natural-language understanding system which uses the conceptual-graph formalism. Indexing is performed by using a two-step processing scheme; a first recognition stage is implemented by a matching procedure and a secondary selection stage is made according to the coding priorities. We show the general features of the necessary translation of the classification terms in the conceptual-graph model, and for the coding rules compliance. An advantage of the system is to provide an objective evaluation and assessment procedure for natural-language understanding.

Improving Coded Data Entry by an Electronic Patient Record System

1996 ◽  
Vol 35 (02) ◽  
pp. 108-111 ◽  
Author(s):  
F. Puerner ◽  
H. Soltanian ◽  
J. H. Hohnloser
Keyword(s):  
Phase I ◽  
Electronic Patient Record ◽  
Data Entry ◽  
Discharge Summary ◽  
Patient Record ◽  
Phase Iii ◽  
Electronic Patient Record System ◽  
Record System ◽  
Data Encoding ◽  
Discharge Summaries

AbstractData are presented on the use of a browsing and encoding utility to improve coded data entry for an electronic patient record system. Traditional and computerized discharge summaries were compared: during three phases of coding ICD-9 diagnoses phase I, no coding; phase II, manual coding, and phase III, computerized semiautomatic coding. Our data indicate that (1) only 50% of all diagnoses in a discharge summary are encoded manually; (2) using a computerized browsing and encoding utility this percentage may increase by 64%; (3) when forced to encode manually, users may “shift” as much as 84% of relevant diagnoses from the appropriate coding section to other sections thereby “bypassing” the need to encode, this was reduced by up to 41 % with the computerized approach, and (4) computerized encoding can improve completeness of data encoding, from 46 to 100%. We conclude that the use of a computerized browsing and encoding tool can increase data quality and the percentage of documented data. Mechanisms bypassing the need to code can be avoided.

The Frequency of Random Findings on Abdominal / Pelvis Computed Tomography in Pediatric Trauma Patients

2020 ◽  
Vol 16 ◽  
Author(s):  
Betül Tiryaki Baştuğ
Keyword(s):  
Computed Tomography ◽  
Incidental Findings ◽  
Pediatric Population ◽  
Pediatric Trauma ◽  
Trauma Patients ◽  
Injured Child ◽  
Level 3 ◽  
Male Patients ◽  
Clinically Significant ◽  
Discharge Summaries

Aims: In this study, we aimed to find the percentage of random pathologies and abdominopelvic region anomalies that are not related to trauma in pediatric patients. Background: An abdominal assessment of an injured child usually involves computed tomography imaging of the abdomen and pelvis (CTAP) to determine the presence and size of injuries. Imaging may accidentally reveal irrelevant findings. Objectives: Although the literature in adults has reviewed the frequency of discovering these random findings, few studies have been identified in the pediatric population. Methods: Data on 142( 38 female, 104 male) patients who underwent CTAP during their trauma evaluation between January 2019 and January 2020 dates were obtained from our level 3 pediatric trauma center trauma records. The records and CTAP images were examined retrospectively for extra traumatic pathologies and anomalies. Results: 67 patients (47%) had 81 incidental findings. There were 17 clinically significant random findings. No potential tumors were found in this population. Conclusion: Pediatric trauma CTAP reveals random findings. For further evaluation, incidental findings should be indicated in the discharge summaries.

Pain-Prescription Differences - An Analysis of 500,000 Discharge Summaries

2019 ◽  
Vol 11 (1) ◽  
pp. 58-66 ◽  
Author(s):  
Saskia Preissner ◽  
Vishal B. Siramshetty ◽  
Mathias Dunkel ◽  
Paul Steinborn ◽  
Friedrich C. Luft ◽  
...  
Keyword(s):  
Pain Therapy ◽  
Opioid Analgesic ◽  
Developed Countries ◽  
Discharge Summary ◽  
Pain Reliever ◽  
Regulatory Guidelines ◽  
The Usa ◽  
Prescription Rates ◽  
East West ◽  
Discharge Summaries

Background: Pain-relief prescriptions have led to an alarming increase in drug-related abuse. Objective: In this study, we estimate the pain reliever prescription rates at a major German academic hospital center and compare with the nationwide trends from Germany and prescription reports from the USA. Methods: We analysed >500,000 discharge summaries from Charité, encompassing the years 2006 to 2015, and extracted the medications and diagnoses from each discharge summary. Prescription reports from the USA and Germany were collected and compared with the trends at Charité to identify the frequently prescribed pain relievers and their world-wide utilization trends. The average costs of pain therapy were also calculated and compared between the three regions. Results: Metamizole (dipyrone), a non-opioid analgesic, was the most commonly prescribed pain reliever at Charité (59%) and in Germany (23%) while oxycodone (29%), a semi-synthetic opioid, was most commonly ordered in the USA. Surprisingly, metamizole was prescribed to nearly 20% of all patients at Charité, a drug that has been banned for safety reasons (agranulocytosis) in most developed countries including Canada, United Kingdom, and USA. A large number of prospective cases with high risk for agranulocytosis and other side effects were found. The average cost of pain therapy greatly varied between the USA (125.3 EUR) and Charité (17.2 EUR). Conclusion: The choice of pain relievers varies regionally and is often in disagreement with approved indications and regulatory guidelines. A pronounced East-West gradient was observed with metamizole use and the opposite with prescription opioids.

G20(P) Clinicians’ engagement with coding: improved documentation in discharge summaries & income recovery

2019 ◽  
Author(s):  
K Sujay Manoharan ◽  
A Saeed ◽  
H Kadali ◽  
N Chaudhary ◽  
M Abbatuan ◽  
...  
Keyword(s):  
Discharge Summaries

scholarly journals P044 Can an electronic prescribing system ensure clear anticoagulation discharge communication?

2019 ◽  
Vol 104 (7) ◽  
pp. e2.49-e2
Author(s):  
Susie Gage
Keyword(s):  
Patient Safety ◽  
Discharge Summary ◽  
Electronic Prescribing ◽  
List Type ◽  
Heparin Infusion ◽  
National Patient Safety Agency ◽  
High Dependency ◽  
National Patient ◽  
Discharge Summaries

AimThe National Patient Safety Agency (NPSA)1 identified heparin as a major cause of adverse events associated with adverse incidents, including some fatalities. By ensuring good communication, this should be associated with risk reduction.1 The aim of this study was to ensure there is clear anticoagulation communication on discharge, from the paediatric intensive care unit (PICU) electronic prescribing system (Philips), to the paediatric cardiac high dependency unit and paediatric cardiac ward. To investigate whether the heparin regimen complies with the hospital’s anticoagulant guidelines and if there is any deviation; that this is clearly documented. To find out if there is an indication documented for the heparin regimen chosen and if there is a clear long term plan documented for the patient, after heparin cessation.MethodsA report was generated for all patients who were prescribed a heparin infusion on PICU, between 1st January 2018 and 30th June 2018, from the Philips system. All discharge summaries from the PICU Philips system were reviewed. Only paediatric cardiac patients were included that had a heparin infusion prescribed on discharge, all other discharge summaries were excluded from the study. Each discharge summary was reviewed in the anticoagulant section; for the heparin regimen chosen, whether it complies with the hospital’s anticoagulant guidelines and if there was any deviation whether this was documented. The indication documented of which heparin regimen was chosen and whether a clear long term plan was documented after heparin cessation; for example if the patient is to be transferred onto aspirin, clopidogrel, warfarin or enoxaparin.Results82 discharge summaries were reviewed over the 6 month period between 1st January 2018 and 30th June 2018; 16 were excluded as were not paediatric cardiac, leaving 66 paediatric cardiac discharge summaries that were reviewed. 45 out of 66 (68%) complied with the hospital’s heparin anticoagulation guidelines. Of the 32% that deviated from the protocol; only 33% (7 out of 21) had a reason documented. Only 50% (33) of the summaries reviewed had an indication for anticoagulation noted on the discharge summary and 91% of discharge summaries had a long term anticoagulant plan documented.ConclusionThe electronic prescribing system can help to ensure a clear anticoagulation communication as shown by 91% of the anticoagulation long term plan being clearly documented; making it a more seamless patient transfer. On the Philips PICU electronic prescribing system there is an anticoagulant section on the discharge summary that has 3 boxes that need to be completed; heparin regimen, indication and anticoagulation long term plan. However, despite these boxes; deviations from the anticoagulant protocol were poorly documented as highlighted by only 33% having the reason highlighted in the discharge summary, only 50% of the indications were documented. Despite having prompts for this information on the discharge summary, the medical staffs needs to be aware to complete this information, in order to reduce potential medication errors and risk.ReferenceThe National Patient Safety Agency (NPSA). Actions that make anticoagulant therapy safer. NPSA; March 2007.

scholarly journals From a Belgian Nursing minimum dataset to a nursing cost-weight per DRG

2007 ◽  
Vol 7 (S1) ◽  
Author(s):  
Walter Sermeus ◽  
D Gillain ◽  
P Gillet ◽  
J Grietens ◽  
N Laport ◽  
...  
Keyword(s):  
Cost Weight ◽  
Minimum Dataset ◽  
Nursing Cost

scholarly journals Lack of recognition and documentation of stress hyperglycemia is a disruptor of optimal continuity of care

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Eric D. Moyer ◽  
Erik B. Lehman ◽  
Matthew D. Bolton ◽  
Jennifer Goldstein ◽  
Ariana R. Pichardo-Lowden
Keyword(s):  
Blood Glucose ◽  
Continuity Of Care ◽  
Clinical Documentation ◽  
Stress Hyperglycemia ◽  
Optimal Care ◽  
Continuity Clinic ◽  
Altered Glucose ◽  
Discharge Summaries

AbstractStress hyperglycemia (SH) is a manifestation of altered glucose metabolism in acutely ill patients which worsens outcomes and may represent a risk factor for diabetes. Continuity of care can assess this risk, which depends on quality of hospital clinical documentation. We aimed to determine the incidence of SH and documentation tendencies in hospital discharge summaries and continuity notes. We retrospectively examined diagnoses during a 12-months period. A 3-months representative sample of discharge summaries and continuity clinic notes underwent manual abstraction. Over 12-months, 495 admissions had ≥ 2 blood glucose measurements ≥ 10 mmol/L (180 mg/dL), which provided a SH incidence of 3.3%. Considering other glucose states suggestive of SH, records showing ≥ 4 blood glucose measurements ≥ 7.8 mmol/L (140 mg/dL) totaled 521 admissions. The entire 3-months subset of 124 records lacked the diagnosis SH documentation in discharge summaries. Only two (1.6%) records documented SH in the narrative of hospital summaries. Documentation or assessment of SH was absent in all ambulatory continuity notes. Lack of documentation of SH contributes to lack of follow-up after discharge, representing a disruptor of optimal care. Activities focused on improving quality of hospital documentation need to be integral to the education and competency of providers within accountable health systems.

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