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1

Snydman, Laura K., Beth Harubin, Sanjaya Kumar, Jack Chen, Robert E. Lopez, and Deeb N. Salem. "Voluntary Electronic Reporting of Laboratory Errors." American Journal of Medical Quality 27, no. 2 (2011): 147–53. http://dx.doi.org/10.1177/1062860611413567.

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Pinner, Robert W., Daniel B. Jernigan, and Suzanne M. Sutliff. "Electronic Laboratory-Based Reporting for Public Health." Military Medicine 165, suppl_2 (2000): 20–24. http://dx.doi.org/10.1093/milmed/165.suppl_2.20.

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3

Overhage, Marc J., Jeffrey Suico, and Clement J. McDonald. "Electronic Laboratory Reporting: Barriers, Solutions and Findings." Journal of Public Health Management and Practice 7, no. 6 (2001): 60–66. http://dx.doi.org/10.1097/00124784-200107060-00007.

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4

Jernigan, Daniel B. "Electronic Laboratory-Based Reporting: Opportunities and Challenges for Surveillance." Emerging Infectious Diseases 7, no. 7 (2001): 538. http://dx.doi.org/10.3201/eid0707.017717.

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Panackal, Anil A., Fu-Chiang Tsui, Joan McMahon, et al. "Automatic Electronic Laboratory-Based Reporting of Notifiable Infectious Diseases." Emerging Infectious Diseases 8, no. 7 (2002): 685–91. http://dx.doi.org/10.3201/eid0807.010493.

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Castellani, William J., John H. Sinard, Myra L. Wilkerson, Mark S. Whitsitt, and Walter H. Henricks. "Accreditation and Regulatory Implications of Electronic Health Records for Laboratory Reporting." Archives of Pathology & Laboratory Medicine 139, no. 3 (2015): 328–31. http://dx.doi.org/10.5858/arpa.2013-0713-so.

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Wurtz, R., and B. J. Cameron. "Electronic Laboratory Reporting for the Infectious Diseases Physician and Clinical Microbiologist." Clinical Infectious Diseases 40, no. 11 (2005): 1638–43. http://dx.doi.org/10.1086/429904.

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8

Farrington, M., T. G. Wreghitt, and M. Coles. "Electronic laboratory reporting to general practitioners; is there ROM for improvement?" Journal of Clinical Pathology 45, no. 4 (1992): 367. http://dx.doi.org/10.1136/jcp.45.4.367-a.

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9

White, M. D., L. M. Kolar, and S. J. Steindel. "Evaluation of Vocabularies for Electronic Laboratory Reporting to Public Health Agencies." Journal of the American Medical Informatics Association 6, no. 3 (1999): 185–94. http://dx.doi.org/10.1136/jamia.1999.0060185.

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Zheng, Hong, Xia-Ting Feng, Zuyu Chen, J. A. Hudson, and Yujie Wang. "ISRM Suggested Method for Reporting Rock Laboratory Test Data in Electronic Format." Rock Mechanics and Rock Engineering 47, no. 1 (2013): 221–54. http://dx.doi.org/10.1007/s00603-013-0440-5.

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11

Flatman, Robert. "Terminology, units and reporting – how harmonized do we need to be?" Clinical Chemistry and Laboratory Medicine (CCLM) 57, no. 1 (2018): 1–11. http://dx.doi.org/10.1515/cclm-2017-1083.

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Abstract Harmonization initiatives in laboratory medicine seek to eliminate or reduce illogical variations in service to patients, clinicians and other healthcare professionals. Significant effort will be required to achieve consistent application of terminology, units and reporting across laboratory testing providers. Current variations in practice for nomenclature, reference intervals, flagging, units, standardization and traceability between analytical methods, and presentation of cumulative result data are inefficient and inconvenient, or worse yet, patient safety risks. All aspects of lab
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12

Samoff, Erika, Mary T. Fangman, Aaron T. Fleischauer, Anna E. Waller, and Pia D. M. MacDonald. "Improvements in Timeliness Resulting from Implementation of Electronic Laboratory Reporting and an Electronic Disease Surveillance System." Public Health Reports 128, no. 5 (2013): 393–98. http://dx.doi.org/10.1177/003335491312800510.

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13

Overhage, J. Marc, Shaun Grannis, and Clement J. McDonald. "A Comparison of the Completeness and Timeliness of Automated Electronic Laboratory Reporting and Spontaneous Reporting of Notifiable Conditions." American Journal of Public Health 98, no. 2 (2008): 344–50. http://dx.doi.org/10.2105/ajph.2006.092700.

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14

Klein, Molly E., Joseph W. Rudolf, Maryna Tarbunova, Tanya Jorden, Susanna R. Clark, and Mahmoud A. Khalifa. "Real-Time Intraoperative Consultation Reporting in the Electronic Health Record." American Journal of Clinical Pathology 154, no. 3 (2020): 387–93. http://dx.doi.org/10.1093/ajcp/aqaa050.

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Abstract Objectives We sought to make pathologists’ intraoperative consultation (IOC) results immediately available to the surgical team, other clinicians, and laboratory medicine colleagues to improve communication and decrease postanalytic errors. Methods We created an IOC report in our stand-alone laboratory information system that could be signed out prior to, and independent of, the final report, and transfer immediately to the electronic health record (EHR) as a preliminary diagnosis. We evaluated two metrics: preliminary (IOC) result review in the EHR by clinicians and postanalytic erro
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Henricks, Walter H., Myra L. Wilkerson, William J. Castellani, Mark S. Whitsitt, and John H. Sinard. "Pathologists as Stewards of Laboratory Information." Archives of Pathology & Laboratory Medicine 139, no. 3 (2015): 332–37. http://dx.doi.org/10.5858/arpa.2013-0714-so.

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Just as electronic health records are transforming the practice of medicine and health care information management, practicing in the era of the electronic health record offers opportunities, if not imperatives, for pathologists to take on new and “transformative” professional and leadership roles for the organizations they serve. Experience indicates that clinicians will perceive pathologists and laboratories as responsible for all aspects of laboratory testing and information management, including order entry and results reporting, even though such functions may fall beyond the control of th
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Moore, Kristen M., Vasudha Reddy, Deborah Kapell, and Sharon Balter. "Impact of Electronic Laboratory Reporting on Hepatitis A Surveillance in New York City." Journal of Public Health Management and Practice 14, no. 5 (2008): 437–41. http://dx.doi.org/10.1097/01.phh.0000333877.78443.f0.

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17

Kurant, Danielle, Jason Baron, Genti Strazimiri, Kent Lewandrowski, Joseph Rudolf, and Anand Dighe. "Creation and Use of an Electronic Health Record Reporting Database to Improve a Laboratory Test Utilization Program." Applied Clinical Informatics 09, no. 03 (2018): 519–27. http://dx.doi.org/10.1055/s-0038-1666843.

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Objectives Laboratory-based utilization management programs typically rely primarily on data derived from the laboratory information system to analyze testing volumes for trends and utilization concerns. We wished to examine the ability of an electronic health record (EHR) laboratory orders database to improve a laboratory utilization program. Methods We obtained a daily file from our EHR containing data related to laboratory test ordering. We then used an automated process to import this file into a database to facilitate self-service queries and analysis. Results The EHR laboratory orders da
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Greene, Sharon K., Erin M. Andrews, Pamela Evans Lloyd, Jennifer Baumgartner, and Eric R. Peterson. "Detecting Drop-offs in Electronic Laboratory Reporting for Communicable Diseases in New York City." Journal of Public Health Management and Practice 26, no. 6 (2019): 570–80. http://dx.doi.org/10.1097/phh.0000000000000969.

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19

Tsang, Clarisse A., Mohammed A. Khan, Shane M. Brady, Laura M. Erhart, and Kenneth K. Komatsu. "Utilizing Electronic Laboratory Reporting Data to Assess the Burden of Hepatitis C in Arizona." Journal of Public Health Management and Practice 26, no. 6 (2019): 562–69. http://dx.doi.org/10.1097/phh.0000000000001011.

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20

Pai, Menaka, Karen A. Moffat, Elizabeth Plumhoff, Dorothy M. Adcock, James L. Zehnder, and Catherine PM Hayward. "Critical Values in the Coagulation Laboratory: Results of a Survey of the North American Specialized Coagulation Laboratory Association." Blood 114, no. 22 (2009): 1415. http://dx.doi.org/10.1182/blood.v114.22.1415.1415.

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Abstract Abstract 1415 Poster Board I-438 Introduction: Critical laboratory values (CVs) are those that indicate the patient is in danger of death unless corrective action is initiated immediately. CVs are an important feature of laboratory practice parameters, standards of regulatory agencies (including the Joint Commission's National Patient Safety Goals), and national and institutional quality improvement studies. However, there has been no research into CVs in coagulation laboratories. Our objectives were to determine: 1) The current policies on CVs in specialized coagulation laboratories
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Laribi, Ouahiba, Brian Malig, Katherine Sutherland-Ashley, Rachel Broadwin, Walker Wieland, and Charles Salocks. "A Statewide Evaluation of the California Medical Supervision Program Using Cholinesterase Electronic Laboratory Reporting Data." INQUIRY: The Journal of Health Care Organization, Provision, and Financing 54 (January 1, 2017): 004695801770968. http://dx.doi.org/10.1177/0046958017709687.

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The California Medical Supervision program is designed to protect workers who regularly mix, load, or apply the highly toxic Category I and II organophosphates and carbamates from overexposure by monitoring cholinesterase (ChE) inhibition in plasma and red blood cells. Since January 2011, testing laboratories are required to report test results electronically to the California Department of Pesticide Regulation who shares it with the Office of Environmental Health Hazard Assessment for evaluation. The purpose of this study is to assess the utility of this reporting in evaluating the effectiven
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Gray, Kristen Mahle, Tebitha Kajese, Erin Crandell-Alden, et al. "Enhanced Collection of Laboratory Data in HIV Surveillance Among 5 States with Confidential Name-based HIV Infection Reporting, 2005-2006." Open AIDS Journal 6, no. 1 (2012): 90–97. http://dx.doi.org/10.2174/1874613601206010090.

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Laboratory data reported through HIV surveillance can provide information about disease severity and linkage to care; however these measures are only as accurate as the quality and completeness of data reported. Using data from five states that implemented enhanced collection of laboratory data in HIV surveillance from 2005-2006, we determined completeness of reporting, stage of disease at diagnosis, the most common opportunistic illnesses (OI) at diagnosis, and linkage to medical care. Methods to enhance laboratory reporting included increasing active surveillance efforts, identifying laborat
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Rioth, Matthew J., David B. Staggs, Lauren Hackett, et al. "Implementing and Improving Automated Electronic Tumor Molecular Profiling." Journal of Oncology Practice 12, no. 3 (2016): e332-e337. http://dx.doi.org/10.1200/jop.2015.008276.

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Oncology practice increasingly requires the use of molecular profiling of tumors to inform the use of targeted therapeutics. However, many oncologists use third-party laboratories to perform tumor genomic testing, and these laboratories may not have electronic interfaces with the provider’s electronic medical record (EMR) system. The resultant reporting mechanisms, such as plain-paper faxing, can reduce report fidelity, slow down reporting procedures for a physician’s practice, and make reports less accessible. Vanderbilt University Medical Center and its genomic laboratory testing partner hav
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24

de Baca, Monica E., John F. Madden, and Mary Kennedy. "Electronic Pathology Reporting: Digitizing the College of American Pathologists Cancer Checklists." Archives of Pathology & Laboratory Medicine 134, no. 5 (2010): 663–64. http://dx.doi.org/10.5858/134.5.663.

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25

Cassim, N., L. M. Coetzee, and D. K. Glencross. "Piloting a national laboratory electronic programme status reporting system in Ekurhuleni health district, South Africa." South African Medical Journal 106, no. 4 (2016): 374. http://dx.doi.org/10.7196/samj.2016.v106i4.10066.

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26

Johnson, Matthew G., Jean Williams, Anthony Lee, and Kristy K. Bradley. "Completeness and Timeliness of Electronic vs. Conventional Laboratory Reporting for Communicable Disease Surveillance—Oklahoma, 2011." Public Health Reports 129, no. 3 (2014): 261–66. http://dx.doi.org/10.1177/003335491412900308.

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27

Parl, Fritz F., Mandy F. O'Leary, Allen B. Kaiser, John M. Paulett, Kristina Statnikova, and Edward K. Shultz. "Implementation of a Closed-Loop Reporting System for Critical Values and Clinical Communication in Compliance with Goals of The Joint Commission." Clinical Chemistry 56, no. 3 (2010): 417–23. http://dx.doi.org/10.1373/clinchem.2009.135376.

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Abstract Background: Current practices of reporting critical laboratory values make it challenging to measure and assess the timeliness of receipt by the treating physician as required by The Joint Commission’s 2008 National Patient Safety Goals. Methods: A multidisciplinary team of laboratorians, clinicians, and information technology experts developed an electronic ALERTS system that reports critical values via the laboratory and hospital information systems to alphanumeric pagers of clinicians and ensures failsafe notification, instant documentation, automatic tracking, escalation, and repo
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28

Weitzman, James B. "Electronic Medical Devices; A Primer for Pathologists." Archives of Pathology & Laboratory Medicine 127, no. 7 (2003): 814–25. http://dx.doi.org/10.5858/2003-127-814-emd.

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Abstract Context.—Electronic medical devices (EMDs) with downloadable memories, such as implantable cardiac pacemakers, defibrillators, drug pumps, insulin pumps, and glucose monitors, are now an integral part of routine medical practice in the United States, and functional organ replacements, such as the artificial heart, pancreas, and retina, will most likely become commonplace in the near future. Often, EMDs end up in the hands of the pathologist as a surgical specimen or at autopsy. No established guidelines for systematic examination and reporting or comprehensive reviews of EMDs currentl
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29

JANSSON, A., M. ARNEBORN, and K. EKDAHL. "Sensitivity of the Swedish statutory surveillance system for communicable diseases 1998–2002, assessed by the capture–recapture method." Epidemiology and Infection 133, no. 3 (2005): 401–7. http://dx.doi.org/10.1017/s0950268804003632.

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To assess the sensitivity of the Swedish surveillance system, four notifiable communicable diseases in Sweden were examined during 1998–2002 with the two-sources capture–recapture method, based on parallel clinical and laboratory notifications. The sensitivity (proportion of diagnosed diseases actually being notified) was highest for salmonellosis (99·9%), followed by meningococcal infection (98·7%), and tularaemia (98·5%). For penicillin-resistant pneumococci, introduced as a notifiable disease in 1996, the overall sensitivity was 93·4% – increasing from 86·5% in 1998 to 98·5% in 2002. The sy
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Rock, Clare, Zoi Pana, Surbhi Leekha, et al. "Clostridium difficile Laboratory Identification Event Reporting – A Need for Diagnostic Stewardship." Open Forum Infectious Diseases 4, suppl_1 (2017): S398—S399. http://dx.doi.org/10.1093/ofid/ofx163.994.

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Abstract Background Clostridium difficile LabID event reporting uses electronic laboratory results without chart review. Nucleic acid amplification testing is common in the US. A positive result may represent colonization or C. diff infection (CDI). We review C.difflabID events to ascertain if Hospital-Onest CDI (HO CDI). For non-HO CDI, we identify reason and use a matrix to prioritize clinical areas for intervention efforts. Methods Each C. difflab ID event from Jan 2015 to June 2016 at academic center had chart review for HO CDI; defined significant diarrhea, not present on admission, with
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Torous, Vanda F., Ross W. Simpson, Jyoti P. Balani, et al. "College of American Pathologists Cancer Protocols: From Optimizing Cancer Patient Care to Facilitating Interoperable Reporting and Downstream Data Use." JCO Clinical Cancer Informatics, no. 5 (January 2021): 47–55. http://dx.doi.org/10.1200/cci.20.00104.

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The College of American Pathologists Cancer Protocols have offered guidance to pathologists for standard cancer pathology reporting for more than 35 years. The adoption of computer readable versions of these protocols by electronic health record and laboratory information system (LIS) vendors has provided a mechanism for pathologists to report within their LIS workflow, in addition to enabling standardized structured data capture and reporting to downstream consumers of these data such as the cancer surveillance community. This paper reviews the history of the Cancer Protocols and electronic C
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Murari, Manjula, and Rakesh Pandey. "A Synoptic Reporting System for Bone Marrow Aspiration and Core Biopsy Specimens." Archives of Pathology & Laboratory Medicine 130, no. 12 (2006): 1825–29. http://dx.doi.org/10.5858/2006-130-1825-asrsfb.

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Abstract Context.—Advances in information technology have made electronic systems productive tools for pathology report generation. Structured data formats are recommended for better understanding of pathology reports by clinicians and for retrieval of pathology reports. Suitable formats need to be developed to include structured data elements for report generation in electronic systems. Objective.—To conform to the requirement of protocol-based reporting and to provide uniform and standardized data entry and retrieval, we developed a synoptic reporting system for generation of bone marrow cyt
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Rogers, Beverly B., James L. Adams, Alexis B. Carter, et al. "The Impact of Disruption of the Care Delivery System by Commercial Laboratory Testing in a Children's Health Care System." Archives of Pathology & Laboratory Medicine 143, no. 1 (2018): 115–21. http://dx.doi.org/10.5858/arpa.2017-0529-oa.

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Context.— Disruption of outpatient laboratory services by routing the samples to commercial reference laboratories may seem like a cost-saving measure by the payers, but results in hidden costs in quality and resources to support this paradigm. Objective.— To identify differences when outpatient tests are performed at the Children's Healthcare of Atlanta (Children's) Hospital lab compared to a commercial reference lab, and the financial costs to support the reference laboratory testing. Design.— Outpatient testing was sent to 3 different laboratories specified by the payer. Orders were placed
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Casati, Bettina, and Roger Bjugn. "Structured Electronic Template for Histopathology Reporting on Colorectal Carcinoma Resections: Five-Year Follow-up Shows Sustainable Long-Term Quality Improvement." Archives of Pathology & Laboratory Medicine 136, no. 6 (2012): 652–56. http://dx.doi.org/10.5858/arpa.2011-0370-oa.

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Context.—To improve quality, pathology organizations have published guidelines with key parameters for histopathology reporting on cancer resections. Checklists or structured templates improve upon the presence of key parameters in histopathology reports, but data are lacking on long-term sustainability of such reporting. From 2003 to 2006, the Cancer Registry of Norway and the Norwegian Society of Pathology collaborated on the development of a structured electronic template for histopathology reporting on colorectal carcinoma resections. Objective.—To investigate use and long-term effect of t
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St. Bernard, Rosanne, Matthew Yan, Shuoyan Ning, Alioska Escorcia, Jacob M. Pendergrast, and Christine M. Cserti-Gazdewich. "Significant Increase in Reporting of Transfusion Reactions with the Implementation of an Electronic Reporting System." Blood 126, no. 23 (2015): 4740. http://dx.doi.org/10.1182/blood.v126.23.4740.4740.

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Abstract Introduction In robust hospital transfusion services, transfusion reaction reporting triggers a structured response to the assessment, diagnosis, and clinical management of the individual. At a population level, the feedback loop of hemovigilance permits the perception of signals applicable to donors, material production, patterns of use, infusion care, and recipient vulnerabilities. Transfusion reaction reporting therefore aims to improve the quality of patient care and safety in transfusion, which remains one of the most commonly performed procedures in medicine today. Large variati
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36

SEVERI, E., G. DABRERA, N. BOXALL, L. HARVEY-VINCE, L. BOOTH, and S. BALASEGARAM. "Timeliness of Electronic Reporting and Acceptability of Public Health Follow-Up of Routine Nonparatyphoidal and Nontyphoidal Salmonella Infections, London and South East England, 2010 to 2011." Journal of Food Protection 77, no. 1 (2014): 94–99. http://dx.doi.org/10.4315/0362-028x.jfp-13-056.

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Nonparatyphoidal and nontyphoidal Salmonella (NTS) infections are major causes of food poisoning in England. Diagnostic laboratories and clinicians have a statutory responsibility to report NTS infection cases to the Health Protection Agency via various means, with electronic reporting encouraged as the universal method. The Health Protection Agency (Public Health England since 1 April 2013) refers cases to environmental health departments for follow-up. Timeliness of reporting and adequacy of NTS infection case follow-up are key factors in the implementation of public health actions. Laborato
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37

Erdogan, Serpil, Orhan Sen, Ceylan Bal, et al. "Reporting measurement uncertainties with ethanol results." Turkish Journal of Biochemistry 45, no. 3 (2019): 255–61. http://dx.doi.org/10.1515/tjb-2018-0508.

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AbstractBackgroundAll measurements are affected by errors whose quantitative expressions are called measurement uncertainty. Blood, urine, breath or serum alcohol concentration is measured to assess if an offence has been committed. In this study, we aimed to calculate the measurement uncertainty for ethanol.Materials and methodsMeasurement uncertainty was calculated according to the Nordtest guidelines by tracking six steps. All of the patient ethanol results were scanned and recorded between October 2015 and March 2016 by using electronic patient records.ResultsThe measurement uncertainty va
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Venner, Eric, Mullai Murugan, Walker Hale, et al. "ARBoR: an identity and security solution for clinical reporting." Journal of the American Medical Informatics Association 26, no. 11 (2019): 1370–74. http://dx.doi.org/10.1093/jamia/ocz107.

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Abstract Motivation Clinical genome sequencing laboratories return reports containing clinical testing results, signed by a board-certified clinical geneticist, to the ordering physician. This report is often a PDF, but can also be a paper copy or a structured data file. The reports are frequently modified and reissued due to changes in variant interpretation or clinical attributes. Materials and Methods To precisely track report authenticity, we developed ARBoR (Authenticated Resources in a Hashed Block Registry), an application for tracking the authenticity and lineage of versioned clinical
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Prinsloo, P. J. J., and T. A. Gray. "A survey of laboratory practice in the clinical authorization and reporting of results." Annals of Clinical Biochemistry: International Journal of Laboratory Medicine 40, no. 2 (2003): 149–55. http://dx.doi.org/10.1258/000456303763046076.

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Background: The aim of this survey was to determine the practice of authorization and reporting of results in clinical biochemistry laboratories in the UK. Method: Questionnaires were distributed to the heads of clinical biochemistry departments through the National Audit Committee of the Association of Clinical Biochemists. The standards surveyed were based on guidelines for the reporting of results produced by the Royal College of Pathologists and the relevant Clinical Pathology Accreditation standards. Results: Completed questionnaires were received from 137 laboratories. Workload ranged fr
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Lumbreras-Lacarra, Blanca, José Manuel Ramos-Rincón, and Ildefonso Hernández-Aguado. "Methodology in Diagnostic Laboratory Test Research in Clinical Chemistry and Clinical Chemistry and Laboratory Medicine." Clinical Chemistry 50, no. 3 (2004): 530–36. http://dx.doi.org/10.1373/clinchem.2003.019786.

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Abstract Background: The application of epidemiologic principles to clinical diagnosis has been less developed than in other clinical areas. Knowledge of the main flaws affecting diagnostic laboratory test research is the first step for improving its quality. We assessed the methodologic aspects of articles on laboratory tests. Methods: We included articles that estimated indexes of diagnostic accuracy (sensitivity and specificity) and were published in Clinical Chemistry or Clinical Chemistry and Laboratory Medicine in 1996, 2001, and 2002. Clinical Chemistry has paid special attention to thi
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Sujansky, W. V., J. M. Overhage, S. Chang, J. Frohlich, and S. A. Faus. "The Development of a Highly Constrained Health Level 7 Implementation Guide to Facilitate Electronic Laboratory Reporting to Ambulatory Electronic Health Record Systems." Journal of the American Medical Informatics Association 16, no. 3 (2009): 285–90. http://dx.doi.org/10.1197/jamia.m2610.

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42

Rolfhamre, P., A. Janson, M. Arneborn, and K. Ekdahl. "SmiNet-2: Description of an internet-based surveillance system for communicable diseases in Sweden." Eurosurveillance 11, no. 5 (2006): 15–16. http://dx.doi.org/10.2807/esm.11.05.00626-en.

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Electronic systems for communicable diseases surveillance enhance quality by simplifying reporting, improving completeness, and increasing timeliness. In this article we outline the ideas and technologies behind SmiNet-2, a new comprehensive regional/national system for communicable disease surveillance in Sweden. The system allows for reporting from physicians (web form) and laboratories (direct from lab data system) over the internet. Using a unique personal identification number, SmiNet-2 automatically merges clinical and laboratory notifications to case records. Privileged users, at nation
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GIBNEY, K. B., A. C. CHENG, R. HALL, and K. LEDER. "Australia's National Notifiable Diseases Surveillance System 1991–2011: expanding, adapting and improving." Epidemiology and Infection 145, no. 5 (2017): 1006–17. http://dx.doi.org/10.1017/s0950268816002752.

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SUMMARYWe reviewed key attributes (flexibility, data quality and timeliness) of Australia's National Notifiable Diseases Surveillance System (NNDSS) over its first 21 years. Cases notified to NNDSS from 1991 to 2011 were examined by jurisdiction (six states and two territories) and sub-period to describe changes in the number of notifiable diseases, proportion of cases diagnosed using PCR tests, data quality (focusing on data completeness), and notification delays. The number of notifiable diseases increased from 37 to 65. The proportion of cases diagnosed by PCR increased from 1% (1991–1997)
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Gluskin, Rebecca Tave, Maushumi Mavinkurve, and Jay K. Varma. "Government Leadership in Addressing Public Health Priorities: Strides and Delays in Electronic Laboratory Reporting in the United States." American Journal of Public Health 104, no. 3 (2014): e16-e21. http://dx.doi.org/10.2105/ajph.2013.301753.

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45

Kratz, Alexander. "Electronic reporting of all reference laboratory results: An important step toward a truly all-encompassing, integrated health record." Health Informatics Journal 22, no. 3 (2016): 496–504. http://dx.doi.org/10.1177/1460458215569004.

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46

Perrotta, Peter L., and Donald S. Karcher. "Validating Laboratory Results in Electronic Health Records: A College of American Pathologists Q-Probes Study." Archives of Pathology & Laboratory Medicine 140, no. 9 (2016): 926–31. http://dx.doi.org/10.5858/arpa.2015-0320-cp.

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Context.—Laboratories must ensure that the test results and pathology reports they transmit to a patient's electronic health record (EHR) are accurate, complete, and presented in a useable format. Objective.—To determine the accuracy, completeness, and formatting of laboratory test results and pathology reports transmitted from the laboratory to the EHR. Design.—Participants from 45 institutions retrospectively reviewed results from 16 different laboratory tests, including clinical and anatomic pathology results, within the EHR used by their providers to view laboratory results. Results were e
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Hassell, Lewis A., Anil V. Parwani, Lawrence Weiss, Michael A. Jones, and Jay Ye. "Challenges and Opportunities in the Adoption of College of American Pathologists Checklists in Electronic Format: Perspectives and Experience of Reporting Pathology Protocols Project (RPP2) Participant Laboratories." Archives of Pathology & Laboratory Medicine 134, no. 8 (2010): 1152–59. http://dx.doi.org/10.5858/2009-0386-oa.1.

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Abstract Context.—The site-specific cancer checklists developed by the College of American Pathologists have the potential to improve the quality of data derived from pathology reports and incorporated into cancer registry databases and are now mandated report elements by various accrediting bodies. A pilot project, funded by the Centers for Disease Control National Project for Cancer Registries in 2004, brought 4 pathology services in 3 states, with differing baseline implementations of the checklists, the opportunity to partner with their state National Project for Cancer Registry and their
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Barda, Amie J., Victor M. Ruiz, Tony Gigliotti, and Fuchiang (Rich) Tsui. "An argument for reporting data standardization procedures in multi-site predictive modeling: case study on the impact of LOINC standardization on model performance." JAMIA Open 2, no. 1 (2019): 197–204. http://dx.doi.org/10.1093/jamiaopen/ooy063.

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AbstractObjectivesWe aimed to gain a better understanding of how standardization of laboratory data can impact predictive model performance in multi-site datasets. We hypothesized that standardizing local laboratory codes to logical observation identifiers names and codes (LOINC) would produce predictive models that significantly outperform those learned utilizing local laboratory codes.Materials and MethodsWe predicted 30-day hospital readmission for a set of heart failure-specific visits to 13 hospitals from 2008 to 2012. Laboratory test results were extracted and then manually cleaned and m
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Geer, Lupita I., Sonya Kagele, Scot Townshend, Brooke Watson, Elaine F. Reed, and Michelle J. Hickey. "Design of a state of the art reporting system and process improvement for reporting of high complexity single antigen bead data for transplant patients to the electronic medical record." BMJ Open Quality 9, no. 1 (2020): e000813. http://dx.doi.org/10.1136/bmjoq-2019-000813.

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The UCLA Immunogenetics Center is an Immunogenetics and Histocompatibility laboratory that performs testing for multiple transplant programmes within and outside of UCLA. The single antigen bead (SAB) test is a high complexity luminex bead test used to assess pretransplant and post-transplant patients for the presence of pathogenic human leucocyte antigen donor-specific antibody associated with allograft rejection. Efficient reporting of the SAB test has been difficult as data analysis and reports are generated in the laboratory information system (LIS) and uploaded to the electronic medical r
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Larsen, Ethan, Daniel Hoffman, Carlos Rivera, Brian M. Kleiner, Christian Wernz, and Raj M. Ratwani. "Continuing Patient Care during Electronic Health Record Downtime." Applied Clinical Informatics 10, no. 03 (2019): 495–504. http://dx.doi.org/10.1055/s-0039-1692678.

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Introduction Electronic health record (EHR) downtime is any period during which the EHR system is fully or partially unavailable. These periods are operationally disruptive and pose risks to patients. EHR downtime has not sufficiently been studied in the literature, and most hospitals are not adequately prepared. Objective The objective of this study was to assess the operational implications of downtime with a focus on the clinical laboratory, and to derive recommendations for improved downtime contingency planning. Methods A hybrid qualitative–quantitative study based on historic performance
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