Cookiebot: The Secret Ingredient for Tailored User Experiences Online

What is Process Mining in Healthcare?

December 11, 2020

Every hospital, health system, and physician is facing increasing pressure to manage revenue , optimize utilization, and reduce costs across their care continuum. Providers are being asked to do more with less amid tremendous complexity. With the proliferation of investments in EHR and other technologies, administrators and clinical teams are being inundated with dashboards and reports. Despite having all the information, they are often forced to make crucial operational decisions without complete insight.

To manage the future of healthcare needs, providers must be able to better manage their business and clinical processes. Determining where and how to employ a quality improvement strategy is complex, but Process Mining can help medical professionals better understand clinical processes.

How is Process Mining used in Healthcare?

Doctors, nurses, technicians and other valued members within a healthcare system carry the heavy responsibility of decision-making that saves countless lives. The pandemic has acutely highlighted the critical need for data to make decisions promptly. Most existing platforms like traditional Business Intelligence tools may allow you to monitor operations and performance but fall short at identifying causes for underperforming processes and are unable to provide predictive analysis.

To get a complete understanding of end-to-end processes, even in a complex industry such as healthcare, process mining technology can provide insights and help to drive efficiency.

Research for the application of Process Mining in healthcare is transitioning from academic theory to real transformation of your business processes. While this concept may be relatively new, there are reports by leading data scientists into the practical application with real world results.

The Journal of Biomedical Informatics, a review analyzing the current adoption of Process Mining in healthcare by Eric Rojas et al., found that leading the way in the utilization of Process Mining for healthcare is in Europe, with 73% of current research being conducted here. According to a recent survey into the State of Process Mining and RPA in 2020, companies in France lead the way in terms of Process Mining, with 78% of respondents stating they are already using such tools.

Software Update Pro - Check and update software installed on your computer.

So how does Process Mining work?

Process Mining is a technique that captures event logs from any number of systems of record and processes this data, allowing you to discover, monitor, visualize and ultimately improve your processes.

For these event logs it is important that each event refers to a well-defined step in the process (e.g. a lab test) and is related to a particular case (e.g. a patient). Also, additional information such as the performer of the event (i.e. the doctor performing the test), the timestamp of the event, or data elements recorded along with the event (e.g. the age of the patient) may be stored.

Process Mining in Healthcare: Data Challenges when Answering Frequently Posed Questions by Prof. Dr. ir Will Van der Aalst et al.

How many data points are required for Process Mining?

To get started with Process Mining you need 3 elements: Case ID, Activity and a Timestamp. Hospital Information Systems and other IT systems (EHR, ERP, LIMS, etc) store data for all interactions within a patient’s journey. These systems help coordinate care and contain the information needed, so why not get the most value out of the process-related data you already have?

As discussed in Process Mining in Healthcare: Data Challenges when Answering Frequently Posed Questions by Prof. Dr. ir Will Van der Aalst et al., “in a healthcare context, process mining can be used to provide insights into how healthcare processes are **really executed.**” While you may have an ideal of how processes should be accomplished, the reality is the journey can vary at a variety of points creating many possible scenarios.

As a healthcare professional, you can use Process Mining to identify the best candidates for process improvement in healthcare , which are often complex and time-sensitive and can take it one step further to improve the patient experience, avoid compliance risks and increase efficiency with Process Intelligence, a next-generation Process Mining solution.

ABBYY’s Process Intelligence platform leverages advanced Process Mining technology, which includes process mapping and understanding, task mining and AI process forecasting capabilities, for process transformation. Click here to learn more.

Digital Transformation Process Mining Healthcare

First name*

E-mail*

Сountry*

СountryAfghanistanAland IslandsAlbaniaAlgeriaAmerican SamoaAndorraAngolaAnguillaAntarcticaAntigua and BarbudaArgentinaArmeniaArubaAustraliaAustriaAzerbaijanBahamasBahrainBangladeshBarbadosBelgiumBelizeBeninBermudaBhutanBoliviaBonaire, Sint Eustatius and SabaBosnia and HerzegovinaBotswanaBouvet IslandBrazilBritish Indian Ocean TerritoryBritish Virgin IslandsBrunei DarussalamBulgariaBurkina FasoBurundiCambodiaCameroonCanadaCape VerdeCayman IslandsCentral African RepublicChadChileChinaChristmas IslandCocos (Keeling) IslandsColombiaComorosCongo (Brazzaville)Congo, (Kinshasa)Cook IslandsCosta RicaCroatiaCuraçaoCyprusCzech RepublicCôte d’IvoireDenmarkDjiboutiDominicaDominican RepublicEcuadorEgyptEl SalvadorEquatorial GuineaEritreaEstoniaEthiopiaFalkland Islands (Malvinas)Faroe IslandsFijiFinlandFranceFrench GuianaFrench PolynesiaFrench Southern TerritoriesGabonGambiaGeorgiaGermanyGhanaGibraltarGreeceGreenlandGrenadaGuadeloupeGuamGuatemalaGuernseyGuineaGuinea-BissauGuyanaHaitiHeard and Mcdonald IslandsHoly See (Vatican City State)HondurasHong Kong, SAR ChinaHungaryIcelandIndiaIndonesiaIraqIrelandIsle of ManIsraelITJamaicaJapanJerseyJordanKazakhstanKenyaKiribatiKorea (South)KuwaitKyrgyzstanLao PDRLatviaLebanonLesothoLiberiaLibyaLiechtensteinLithuaniaLuxembourgMacao, SAR ChinaMacedonia, Republic ofMadagascarMalawiMalaysiaMaldivesMaliMaltaMarshall IslandsMartiniqueMauritaniaMauritiusMayotteMexicoMicronesia, Federated States ofMoldovaMonacoMongoliaMontenegroMontserratMoroccoMozambiqueMyanmarNamibiaNauruNepalNetherlandsNetherlands AntillesNew CaledoniaNew ZealandNicaraguaNigerNigeriaNiueNorfolk IslandNorthern Mariana IslandsNorwayOmanPakistanPalauPalestinian TerritoryPanamaPapua New GuineaParaguayPeruPhilippinesPitcairnPolandPortugalPuerto RicoQatarRomaniaRwandaRéunionSaint HelenaSaint Kitts and NevisSaint LuciaSaint Pierre and MiquelonSaint Vincent and GrenadinesSaint-BarthélemySaint-Martin (French part)SamoaSan MarinoSao Tome and PrincipeSaudi ArabiaSenegalSerbiaSeychellesSierra LeoneSingaporeSint Maarten (Dutch part)SlovakiaSloveniaSolomon IslandsSouth AfricaSouth Georgia and the South Sandwich IslandsSouth SudanSpainSri LankaSurinameSvalbard and Jan Mayen IslandsSwazilandSwedenSwitzerlandTaiwan, Republic of ChinaTajikistanTanzania, United Republic ofThailandTimor-LesteTogoTokelauTongaTrinidad and TobagoTunisiaTurkeyTurks and Caicos IslandsTuvaluUgandaUkraineUnited Arab EmiratesUnited KingdomUnited States of AmericaUruguayUS Minor Outlying IslandsUzbekistanVanuatuVenezuela (Bolivarian Republic)Viet NamVirgin Islands, USWallis and Futuna IslandsWestern SaharaZambiaZimbabwe

I have read and agree with the Privacy policy and the Cookie policy .
I agree to receive email updates from ABBYY Solutions Ltd. such as news related to ABBYY Solutions Ltd. products and technologies, invitations to events and webinars, and information about whitepapers and content related to ABBYY Solutions Ltd. products and services.

I am aware that my consent could be revoked at any time by clicking the unsubscribe link inside any email received from ABBYY Solutions Ltd. or via ABBYY Data Subject Access Rights Form .

Referrer

Last name

Query string

Product Interest Temp

UTM Campaign Name

UTM Medium

UTM Source

ITM Source

GA Client ID

UTM Content

GDPR Consent Note

Captcha Score

Page URL

Connect with us

Some Approaches

Cookiebot: The Secret Ingredient for Tailored User Experiences Online