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===3.2 Laboratory informatics and reporting requirements=== | ===3.2 Laboratory informatics and reporting requirements=== | ||
Epidemiology can broadly be split into two categories: descriptive epidemiology and analytical epidemiology. Descriptive epidemiology involves studies and other activites that deal with geographical comparisons and temporal trend descriptions of disease. As such, the collection and use of quality incidence data is vital to developing hypotheses.<ref name="NaitoUtil14">{{cite journal |title=Utilization and application of public health data in descriptive epidemiology |journal=Journal of Epidemiology |author=Naito, M. |volume=24 |issue=6 |pages=435–6 |year=2014 |doi=10.2188/jea.je20140182 |pmid=25327184 |pmc=PMC4213216}}</ref> Analytical epidemiology allows for the testing of those hypotheses using both experimental and obsevational studies, as well as control groups. Similarly, the collection and use of quality experimental and observational data is vital for proving or disproving hypotheses.<ref name="CDCPrinc12">{{cite book |url=https://www.cdc.gov/csels/dsepd/ss1978/SS1978.pdf |format=PDF |title=Principles of Epidemiology in Public Health Practice |author=Centers for Disease Control and Prevention |edition=3rd |publisher=Centers for Disease Control and Prevention |year=2012 |accessdate=11 April 2020}}</ref> In both cases, proper reporting of data is critical to the success of epidemiologists' response to outbreaks and pandemics, as well as the credibility of their research.<ref name="HamiltonUsing19">{{cite book |chapter=Chapter 5: Using Technologies for Data Collection and Management |title=The CDC Field Epidemiology Manual |author=Hamilton, J.J.; Hopkins, R.S. |editor=Rasmussen, S.A.; Goodman, R.A. |publisher=Oxford University Press |edition=4th |pages=71–104 |year=2019 |isbn=9780190933692}}</ref><ref name="vonElmTheStren07">{{cite journal |title=The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: Guidelines for reporting observational studies |journal=PLoS Medicine |author=von Elm, E.; Altman, D.G.; Egger, M. et al. |volume=4 |issue=10 |at=e296 |year=2007 |doi=10.1371/journal.pmed.0040296 |pmid=17941714 |pmc=PMC2020495}}</ref> | Epidemiology can broadly be split into two categories: descriptive epidemiology and analytical epidemiology. Descriptive epidemiology involves studies and other activites that deal with geographical comparisons and temporal trend descriptions of disease. As such, the collection and use of quality incidence data is vital to developing hypotheses.<ref name="NaitoUtil14">{{cite journal |title=Utilization and application of public health data in descriptive epidemiology |journal=Journal of Epidemiology |author=Naito, M. |volume=24 |issue=6 |pages=435–6 |year=2014 |doi=10.2188/jea.je20140182 |pmid=25327184 |pmc=PMC4213216}}</ref> Analytical epidemiology allows for the testing of those hypotheses using both experimental and obsevational studies, as well as control groups. Similarly, the collection and use of quality experimental and observational data is vital for proving or disproving hypotheses.<ref name="CDCPrinc12">{{cite book |url=https://www.cdc.gov/csels/dsepd/ss1978/SS1978.pdf |format=PDF |title=Principles of Epidemiology in Public Health Practice |author=Centers for Disease Control and Prevention |edition=3rd |publisher=Centers for Disease Control and Prevention |year=2012 |accessdate=11 April 2020}}</ref> In both cases, proper reporting of public health data is critical to the success of epidemiologists' response to outbreaks and pandemics, as well as the credibility of their research.<ref name="HamiltonUsing19">{{cite book |chapter=Chapter 5: Using Technologies for Data Collection and Management |title=The CDC Field Epidemiology Manual |author=Hamilton, J.J.; Hopkins, R.S. |editor=Rasmussen, S.A.; Goodman, R.A. |publisher=Oxford University Press |edition=4th |pages=71–104 |year=2019 |isbn=9780190933692}}</ref><ref name="vonElmTheStren07">{{cite journal |title=The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: Guidelines for reporting observational studies |journal=PLoS Medicine |author=von Elm, E.; Altman, D.G.; Egger, M. et al. |volume=4 |issue=10 |at=e296 |year=2007 |doi=10.1371/journal.pmed.0040296 |pmid=17941714 |pmc=PMC2020495}}</ref> | ||
The proper reporting of COVID-19 case data is no exception. In the United States, the CDC has taken a standardized approach to collecting reports on "individuals with at least one respiratory specimen that tested positive for the virus that causes COVID-19."<ref name="CDCInformRepo20">{{cite web |url=https://www.cdc.gov/coronavirus/2019-ncov/php/reporting-pui.html |title=Information for Health Departments on Reporting Cases of COVID-19 |author=Centers for Disease Control and Prevention |work=Coronavirus Disease 2019 (COVID-19) |publisher=Centers for Disease Control and Prevention |date=21 March 2020 |accessdate=21 March 2020}}</ref> Their COVID-19 Case Report Form is designed to collect a wide variety of information about a COVID-19 case, including patient demographics, epidemiological characteristics, exposure and contact history, and clinical diagnosis and treatment procedures. Currently, the CDC is asking local and state health departments to submit case reports, and asking healthcare providers to contact those health departments when "concerned that a patient may have COVID-19." The CDC has also slimmed its reporting requirements, limiting reporting of "persons under investigation" to areas where testing must be forwarded to the CDC due to insufficient capacity to test locally.<ref name="CDCInformRepo20" /> Electronic reporting using the CDC's system is preferred, but they have a protocol for those areas unable to submit electronically. Canada has similar reporting expectations, with their own case report form and electronic data submission process through the Public Health Agency of Canada.<ref name="CanadaInterim20">{{cite web |url=https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/health-professionals/interim-guidance-surveillance-human-infection.html |title=Interim national surveillance guidelines for human infection with Coronavirus disease (COVID-19) |author=Government of Canada |publisher=Government of Canada |date=10 February 2020 |accessdate=11 April 2020}}</ref> And in the European Union, member countries and the U.K. are asked to report through the Early Warning and Response System.<ref name="ECDCCaseDef20">{{cite web |url=https://www.ecdc.europa.eu/en/case-definition-and-european-surveillance-human-infection-novel-coronavirus-2019-ncov |title=Case definition and European surveillance for COVID-19, as of 2 March 2020 |author=European Centre for Disease Prevention and Control |publisher=European Centre for Disease Prevention and Control |work=COVID-19 Portal |date=02 March 2020 |accessdate=11 April 2020}}</ref> | The proper reporting of COVID-19 case data is no exception. In the United States, the CDC has taken a standardized approach to collecting reports on "individuals with at least one respiratory specimen that tested positive for the virus that causes COVID-19."<ref name="CDCInformRepo20">{{cite web |url=https://www.cdc.gov/coronavirus/2019-ncov/php/reporting-pui.html |title=Information for Health Departments on Reporting Cases of COVID-19 |author=Centers for Disease Control and Prevention |work=Coronavirus Disease 2019 (COVID-19) |publisher=Centers for Disease Control and Prevention |date=21 March 2020 |accessdate=21 March 2020}}</ref> Their COVID-19 Case Report Form is designed to collect a wide variety of information about a COVID-19 case, including patient demographics, epidemiological characteristics, exposure and contact history, and clinical diagnosis and treatment procedures. Currently, the CDC is asking local and state health departments to submit case reports, and asking healthcare providers and laboratories to contact those health departments when "concerned that a patient may have COVID-19." The CDC has also slimmed its reporting requirements, limiting reporting of "persons under investigation" to areas where testing must be forwarded to the CDC due to insufficient capacity to test locally.<ref name="CDCInformRepo20" /> Electronic reporting using the CDC's system is preferred, but they have a protocol for those areas unable to submit electronically. Canada has similar reporting expectations, with their own case report form and electronic data submission process through the Public Health Agency of Canada.<ref name="CanadaInterim20">{{cite web |url=https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/health-professionals/interim-guidance-surveillance-human-infection.html |title=Interim national surveillance guidelines for human infection with Coronavirus disease (COVID-19) |author=Government of Canada |publisher=Government of Canada |date=10 February 2020 |accessdate=11 April 2020}}</ref> And in the European Union, member countries and the U.K. are asked to report through the Early Warning and Response System.<ref name="ECDCCaseDef20">{{cite web |url=https://www.ecdc.europa.eu/en/case-definition-and-european-surveillance-human-infection-novel-coronavirus-2019-ncov |title=Case definition and European surveillance for COVID-19, as of 2 March 2020 |author=European Centre for Disease Prevention and Control |publisher=European Centre for Disease Prevention and Control |work=COVID-19 Portal |date=02 March 2020 |accessdate=11 April 2020}}</ref> | ||
====3.2.1 ICD and CPT coding==== | |||
Related are any internal reporting requirements, particularly for test reporting in labs and medical facilities. The [[International Statistical Classification of Diseases and Related Health Problems]] (ICD) is a system of diagnostic codes for classifying diseases, including nuanced classifications of a wide variety of signs, symptoms, abnormal findings, complaints, social circumstances, and external causes of injury or disease. Their ICD-10-CM code set has been modified to include lab testing codes for COVID-19, as has the [[Current Procedural Terminology]] (CPT) code set. [https://www.mgma.com/data/data-stories/coding-guidance-for-new-icd-10-cm-and-lab-testing Green and Bradley] provide insight into these additions<ref name="GreenCoding20">{{cite web |url=https://www.mgma.com/data/data-stories/coding-guidance-for-new-icd-10-cm-and-lab-testing |title=Coding guidance for new ICD-10-CM and lab testing codes for COVID-19 |work=MGMA Stat |author=Green, C.; Bradley, V. |date=01 April 2020 |accessdate=11 April 2020}}</ref>, as does the [https://www.aappublications.org/news/2020/03/12/coding031220 American Academy of Pediatrics].<ref name="AAPHowTo20">{{cite web |url=https://www.aappublications.org/news/2020/03/12/coding031220 |title=How to use ICD-10-CM, new lab testing codes for COVID-19 |author=AAP Division of Health Care Finance |publisher=American Academy of Pediatrics |date=12 March 2020 |accessdate=11 April 2020}}</ref> | |||
Laboratories analyzing specimens for SARS-CoV-2 therefore must be equipped to not only handle analytical testing and test orders using the new test codes, but they also must be able to quickly and accurately transfer vital case information to the appropriate health authority. | Laboratories analyzing specimens for SARS-CoV-2 therefore must be equipped to not only handle analytical testing and test orders using the new test codes, but they also must be able to quickly and accurately transfer vital case information to the appropriate health authority. | ||
====3.2.2 Reporting to local and regional health departments==== | |||
Given the valuable nature of case reports during an epidemic<ref name="HamiltonUsing19" /><ref name="vonElmTheStren07" />, health care providers, facilities, and laboratories are being held responsible for sending case date to their local and regional health departments. That information then feeds up to the state-level health department, which then makes its way to the national-level entity responsible for handling epidemiology (in the case of the U.S., the CDC). However, the general disease reporting requirements vary from state to state, with some states encouraging full electronic laboratory reporting (ELR), while others still encouraging faxed or mailed reports. Add in the urgency and confusion associated with a pandemic, and COVID-19 reporting requirements prove to vary just as much. Some states' health departments have taken a proactive approach to reporting. For example, Iowa's Department of Public Health has issues several mandatory COVID-19 reporting orders meant to supplement existing reporting rules, including an order requiring all Iowa health care providers and public, private, and hospital laboratories "to immediately report all positive and negative Coronavirus Disease 2019 (COVID-19) testing results to the department."<ref name="ClabaughRescind20">{{cite web |url=https://idph.iowa.gov/Portals/1/userfiles/7/Mandatory%20Reporting%20Order.pdf |format=PDF |title=Rescind the March 5, 2020 Temporary Novel Coronavirus Disease 2019 (COVID-19) Mandatory Reporting Requirement and Replace With the Following Order |author=Clabaugh, G. |publisher=Iowa Department of Public Health |date=19 March 2020 |accessdate=25 April 2020}}</ref> Other state have not been as clear on their reporting requirements, in some cases not having any guidance documents or clear information on their health department website for how providers, facilities, and labs should report COVID-19. In those cases, the presumption is that most labs have contacted the health department for advice or are reporting COVID-19 cases as immediately reportable, based upon the state's existing reporting requirements for immediately reportable diseases. | |||
Table 1 addresses the reporting requirements for its 50 states, while Table 2 covers U.S. territories. If clear reporting guidance specific to COVID-19 could be found, it was described. If no such guidance could be found, then the state's existing guidance and rules regarding disease reporting was referenced. In some cases, the state health departments don't clearly spell out whether a faxed or mailed report is required after immediately phoning in a report. In other cases, it's not clear if ELR—though it exists—is an acceptable form of reporting COVID-19 cases. This ambiguity is stated in the form of "(?)" found next to the "Y" and "N" for electronic filing and faxing. In '''all''' cases, if there is any doubt about reporting requirements, call your local health department to confirm your reporting requirements. | |||
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Revision as of 16:29, 25 April 2020
3. Workflow and information management for COVID-19 (and other pandemics)
3.1 Laboratory informatics and workflow management
3.2 Laboratory informatics and reporting requirements
Epidemiology can broadly be split into two categories: descriptive epidemiology and analytical epidemiology. Descriptive epidemiology involves studies and other activites that deal with geographical comparisons and temporal trend descriptions of disease. As such, the collection and use of quality incidence data is vital to developing hypotheses.[1] Analytical epidemiology allows for the testing of those hypotheses using both experimental and obsevational studies, as well as control groups. Similarly, the collection and use of quality experimental and observational data is vital for proving or disproving hypotheses.[2] In both cases, proper reporting of public health data is critical to the success of epidemiologists' response to outbreaks and pandemics, as well as the credibility of their research.[3][4]
The proper reporting of COVID-19 case data is no exception. In the United States, the CDC has taken a standardized approach to collecting reports on "individuals with at least one respiratory specimen that tested positive for the virus that causes COVID-19."[5] Their COVID-19 Case Report Form is designed to collect a wide variety of information about a COVID-19 case, including patient demographics, epidemiological characteristics, exposure and contact history, and clinical diagnosis and treatment procedures. Currently, the CDC is asking local and state health departments to submit case reports, and asking healthcare providers and laboratories to contact those health departments when "concerned that a patient may have COVID-19." The CDC has also slimmed its reporting requirements, limiting reporting of "persons under investigation" to areas where testing must be forwarded to the CDC due to insufficient capacity to test locally.[5] Electronic reporting using the CDC's system is preferred, but they have a protocol for those areas unable to submit electronically. Canada has similar reporting expectations, with their own case report form and electronic data submission process through the Public Health Agency of Canada.[6] And in the European Union, member countries and the U.K. are asked to report through the Early Warning and Response System.[7]
3.2.1 ICD and CPT coding
Related are any internal reporting requirements, particularly for test reporting in labs and medical facilities. The International Statistical Classification of Diseases and Related Health Problems (ICD) is a system of diagnostic codes for classifying diseases, including nuanced classifications of a wide variety of signs, symptoms, abnormal findings, complaints, social circumstances, and external causes of injury or disease. Their ICD-10-CM code set has been modified to include lab testing codes for COVID-19, as has the Current Procedural Terminology (CPT) code set. Green and Bradley provide insight into these additions[8], as does the American Academy of Pediatrics.[9]
Laboratories analyzing specimens for SARS-CoV-2 therefore must be equipped to not only handle analytical testing and test orders using the new test codes, but they also must be able to quickly and accurately transfer vital case information to the appropriate health authority.
3.2.2 Reporting to local and regional health departments
Given the valuable nature of case reports during an epidemic[3][4], health care providers, facilities, and laboratories are being held responsible for sending case date to their local and regional health departments. That information then feeds up to the state-level health department, which then makes its way to the national-level entity responsible for handling epidemiology (in the case of the U.S., the CDC). However, the general disease reporting requirements vary from state to state, with some states encouraging full electronic laboratory reporting (ELR), while others still encouraging faxed or mailed reports. Add in the urgency and confusion associated with a pandemic, and COVID-19 reporting requirements prove to vary just as much. Some states' health departments have taken a proactive approach to reporting. For example, Iowa's Department of Public Health has issues several mandatory COVID-19 reporting orders meant to supplement existing reporting rules, including an order requiring all Iowa health care providers and public, private, and hospital laboratories "to immediately report all positive and negative Coronavirus Disease 2019 (COVID-19) testing results to the department."[10] Other state have not been as clear on their reporting requirements, in some cases not having any guidance documents or clear information on their health department website for how providers, facilities, and labs should report COVID-19. In those cases, the presumption is that most labs have contacted the health department for advice or are reporting COVID-19 cases as immediately reportable, based upon the state's existing reporting requirements for immediately reportable diseases.
Table 1 addresses the reporting requirements for its 50 states, while Table 2 covers U.S. territories. If clear reporting guidance specific to COVID-19 could be found, it was described. If no such guidance could be found, then the state's existing guidance and rules regarding disease reporting was referenced. In some cases, the state health departments don't clearly spell out whether a faxed or mailed report is required after immediately phoning in a report. In other cases, it's not clear if ELR—though it exists—is an acceptable form of reporting COVID-19 cases. This ambiguity is stated in the form of "(?)" found next to the "Y" and "N" for electronic filing and faxing. In all cases, if there is any doubt about reporting requirements, call your local health department to confirm your reporting requirements.
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3.3 Additional benefits of laboratory informatics in disease testing and public health
In a 2013 research paper published in the journal BMJ Quality & Safety, El-Kareh et al. analyzed and described the state of diagnostic health information technology (HIT). They noted that without the aid of HIT, clinicians are more error-prone, leaving them "vulnerable to fallible human memory, variable disease presentation, clinical processes plagued by communication lapses, and a series of well-documented ‘heuristics,’ biases, and disease-specific pitfalls."[11] Appropriate, well-designed HIT systems are capable of helping clinicians and laboratorians by providing more timely access to information, improved communication, better clinical reasoning and decision making, and improved workflows, as well as a reduction in diagnostic errors, and, as a result, improved patient safety and health outcomes.[12]
From a public health perspective, the application of informatics to disease surveillance, reporting, and health promotion is also vital. Winters-Miner et al. note in particular the value of using informatics tools and methods to implement predictive analytics and data mining into public health. They use disease prevention and biosurveillance as major examples. We could, for example "analyze large populations of people to quantify risks related to public health, and help physicians to develop intervention programs for those patients at highest risk of some ailment or medical condition."[13] Additionally, through the use of syndromic surveillance systems (tools aiding in the detection of indicators leading up to disease diagnosis for individuals and populations[14]), they suggest that outbreaks can be better detected at local and national levels, and public health measures can be better implemented, increasing public awareness and hindering the spread of disease.[13]
https://www.nature.com/articles/s41746-019-0110-4 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4204239/ https://www.nap.edu/read/21794/chapter/7#241 https://www.mlo-online.com/home/article/13017228/poct-made-easier-with-informatics
3.3.1 Bioinformatics
References
- ↑ Naito, M. (2014). "Utilization and application of public health data in descriptive epidemiology". Journal of Epidemiology 24 (6): 435–6. doi:10.2188/jea.je20140182. PMC PMC4213216. PMID 25327184. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4213216.
- ↑ Centers for Disease Control and Prevention (2012) (PDF). Principles of Epidemiology in Public Health Practice (3rd ed.). Centers for Disease Control and Prevention. https://www.cdc.gov/csels/dsepd/ss1978/SS1978.pdf. Retrieved 11 April 2020.
- ↑ 3.0 3.1 Hamilton, J.J.; Hopkins, R.S. (2019). "Chapter 5: Using Technologies for Data Collection and Management". In Rasmussen, S.A.; Goodman, R.A.. The CDC Field Epidemiology Manual (4th ed.). Oxford University Press. pp. 71–104. ISBN 9780190933692.
- ↑ 4.0 4.1 von Elm, E.; Altman, D.G.; Egger, M. et al. (2007). "The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: Guidelines for reporting observational studies". PLoS Medicine 4 (10): e296. doi:10.1371/journal.pmed.0040296. PMC PMC2020495. PMID 17941714. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2020495.
- ↑ 5.0 5.1 Centers for Disease Control and Prevention (21 March 2020). "Information for Health Departments on Reporting Cases of COVID-19". Coronavirus Disease 2019 (COVID-19). Centers for Disease Control and Prevention. https://www.cdc.gov/coronavirus/2019-ncov/php/reporting-pui.html. Retrieved 21 March 2020.
- ↑ Government of Canada (10 February 2020). "Interim national surveillance guidelines for human infection with Coronavirus disease (COVID-19)". Government of Canada. https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/health-professionals/interim-guidance-surveillance-human-infection.html. Retrieved 11 April 2020.
- ↑ European Centre for Disease Prevention and Control (2 March 2020). "Case definition and European surveillance for COVID-19, as of 2 March 2020". COVID-19 Portal. European Centre for Disease Prevention and Control. https://www.ecdc.europa.eu/en/case-definition-and-european-surveillance-human-infection-novel-coronavirus-2019-ncov. Retrieved 11 April 2020.
- ↑ Green, C.; Bradley, V. (1 April 2020). "Coding guidance for new ICD-10-CM and lab testing codes for COVID-19". MGMA Stat. https://www.mgma.com/data/data-stories/coding-guidance-for-new-icd-10-cm-and-lab-testing. Retrieved 11 April 2020.
- ↑ AAP Division of Health Care Finance (12 March 2020). "How to use ICD-10-CM, new lab testing codes for COVID-19". American Academy of Pediatrics. https://www.aappublications.org/news/2020/03/12/coding031220. Retrieved 11 April 2020.
- ↑ Clabaugh, G. (19 March 2020). "Rescind the March 5, 2020 Temporary Novel Coronavirus Disease 2019 (COVID-19) Mandatory Reporting Requirement and Replace With the Following Order" (PDF). Iowa Department of Public Health. https://idph.iowa.gov/Portals/1/userfiles/7/Mandatory%20Reporting%20Order.pdf. Retrieved 25 April 2020.
- ↑ El-Kareh, R.; Hasan, O.; Schiff, G.D. (2013). "Use of health information technology to reduce diagnostic errors". BMJ Quality & Safety 22 (Suppl. 2): ii40–ii51. doi:10.1136/bmjqs-2013-001884. PMC PMC3786650. PMID 23852973. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3786650.
- ↑ National Academies of Sciences, Engineering, and Medicine (2015). "Chapter 5: Technology and Tools in the Diagnostic Process". Improving Diagnosis in Health Care. The National Academies Press. pp. 217–62. doi:10.17226/21794. ISBN 9780309377720. https://www.nap.edu/read/21794/chapter/7.
- ↑ 13.0 13.1 Winters-Miner, L.A.; Bolding, P.S.; Hilbe, J.M. et al. (2015). "Chapter 3: Biomedical Informatics". Practical Predictive Analytics and Decisioning Systems for Medicine. Academic Press. pp. 42–59. doi:10.1016/B978-0-12-411643-6.00003-X. ISBN 9780124116436.
- ↑ Mandl, K.D.; Overhage, J.M.; Wagner, M.M. et al. (2004). "Implementing syndromic surveillance: A practical guide informed by the early experience". JAMIA 11 (2): 141–50. doi:10.1197/jamia.M1356. PMC PMC353021. PMID 14633933. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC353021.