{"id":5344,"title":"AlgoRail: Digitalization helps reduce prescription fraud in Portugal","link":"https:\/\/www.reframetech.de\/en\/2020\/08\/19\/algorail-digitalization-helps-reduce-prescription-fraud-in-portugal\/","date":"08\/19\/2020","date_unix":1597818633,"date_modified_unix":1649923761,"date_iso":"2020-08-19T06:30:33+00:00","content":"<p><i><span data-contrast=\"none\">In 2019,\u00a0<\/span><\/i><i><span data-contrast=\"none\">97% of the prescriptions in the public health sector of Portugal were electronic<\/span><\/i><i><span data-contrast=\"none\">.<\/span><\/i><span data-contrast=\"none\">\u00a0<\/span><i><span data-contrast=\"none\">At the seventh stop of our\u202f<\/span><\/i><i><span data-contrast=\"none\">AlgoRail<\/span><\/i><i><span data-contrast=\"none\">\u202fthrough Europe,\u00a0<\/span><\/i><span data-contrast=\"none\">Paula\u00a0<\/span><span data-contrast=\"none\">Simoes<\/span><span data-contrast=\"none\">\u00a0<\/span><i><span data-contrast=\"none\">reports\u00a0<\/span><\/i><i><span data-contrast=\"none\">that whilst the digitization of the system\u00a0<\/span><\/i><i><span data-contrast=\"none\">has led to an optimization of resources and reduced costs,<\/span><\/i><i><span data-contrast=\"none\">\u00a0<\/span><\/i><i><span data-contrast=\"none\">a major<\/span><\/i><i><span data-contrast=\"none\">\u00a0benefit was a\u00a0<\/span><\/i><i><span data-contrast=\"none\">crackdown on medical prescription fraud<\/span><\/i><i><span data-contrast=\"none\">\u00a0\u2013\u00a0<\/span><\/i><i><span data-contrast=\"none\">a reduction\u00a0<\/span><\/i><i><span data-contrast=\"none\">by 80%\u00a0<\/span><\/i><i><span data-contrast=\"none\">during<\/span><\/i><i><span data-contrast=\"none\">\u00a0the first year.<\/span><\/i><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">In 2016, t<\/span><span data-contrast=\"none\">he \u201cpaperless prescriptions\u201d program and the electronic medical prescriptions system were implemented and were made mandatory for the public sector, although exceptions were allowed in some cases.<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">Data from several databases are used by the\u00a0<\/span><span data-contrast=\"none\">Control and Monitoring Center from the Portuguese Public National Health Service in order to detect and fight prescription fraud.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Doctors fill in the prescription in a software certified by the Shared Services of the Ministry of Health<\/span><span data-contrast=\"none\">,\u00a0<\/span><span data-contrast=\"none\">sign it digitally, either with their citizen card or with their Order of Doctors\u2019 card, and send it to the patient\u2019s mobile phone by text message or email, or print it out. Doctors can also use a mobile app to issue prescriptions, even remotely, by signing them with their Digital Mobile Key, a means of authentication created by the Portuguese government that allows for linking a mobile phone number with a national citizen identification number. Citizens can also use their citizen card to buy the prescribed medicines in a pharmacy.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">When the system was announced, back in 2015, the national newspaper\u202f <\/span><a href=\"https:\/\/www.publico.pt\/2015\/07\/31\/sociedade\/noticia\/receitas-sem-papel-medicos-vao-saber-se-doentes-compraram-os-remedios-1703663\" target=\"_blank\" aria-label=\"Opens in a new tab\"  target=\"_blank\" rel=\"noopener noreferrer\"><b><span data-contrast=\"none\">P\u00fablico<\/span><\/b><b><span data-contrast=\"none\">\u00a0reported<\/span><\/b><\/a><span data-contrast=\"none\">\u202fthat about 15% of the seven million prescriptions written each month were not bought, either because patients could not afford them or because they decided to forego treatment. The new system lets doctors know if the prescriptions were bought or not. Another novelty is that patients can buy the prescribed medicines from different pharmacies, in case a pharmacy does not have all of them.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><strong>Controlling fraud<\/strong><\/p>\n<p><span data-contrast=\"none\">Besides these motives, as well as an optimization of resources and reduced costs, one of the major motivations for the use of the electronic prescription was to control usage and detect fraud.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Fraud was reduced by 80% during the first year of the new system, according to the National Health Service (SNS). In 2019, 97.28% of the prescriptions in the public health sector were electronic (the share of electronic prescriptions is much lower in the private sector, where the practice is not mandatory.). The\u00a0<\/span><span data-contrast=\"none\">system allows the control center of the SNS to quickly monitor and detect irregularities by automatically analyzing patterns in the prescription and dispensation of medicines.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The Control and Monitoring Center uses data from invoices issued by pharmacies and other providers of services, such as medical exams. This data set is complemented by information from electronic or paper prescriptions<\/span><span data-contrast=\"none\">.\u00a0<\/span><span data-contrast=\"none\">The control is made at the prescription phase, where the system verifies that the doctor is registered and can make the prescription, and that the patient exists and can benefit from it.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><strong>Phony prescriptions<\/strong><\/p>\n<p><span data-contrast=\"none\">In 2011, RTP, the public sector broadcaster,\u202f<\/span><a href=\"https:\/\/www.rtp.pt\/noticias\/saude\/medicos-que-ja-morreram-continuam-a-passar-receitas_v454094\" target=\"_blank\" aria-label=\"Opens in a new tab\"  target=\"_blank\" rel=\"noopener noreferrer\"><b><span data-contrast=\"none\">reported<\/span><\/b><\/a><span data-contrast=\"none\">\u202fthat the police was investigating a case of fraud that happened in 2009 and 2010, before the new system was in place. Prescriptions had been written in the name of deceased doctors, using falsified signatures, or to deceased patients. Several doctors were using the same professional license number and one doctor made 32,000 prescriptions in only one year \u2013 one every 3 minutes. The targets were expensive medicines with a high percentage of reimbursement by the SNS. That news report mentioned that medicines represented 40% of all fraud on public expenditure.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The fraud control system also uses the Ministry of Health\u2019s National Registry of Health Users, which contains information about the benefits patients are entitled to<\/span><span data-contrast=\"none\">.\u00a0<\/span><span data-contrast=\"none\">This allows for the immediate verification of each transaction to the different health providers. The National Commission for Data Protection authorized the practice.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-5351\" src=\"https:\/\/www.reframetech.de\/en\/wp-content\/uploads\/sites\/23\/2020\/08\/TwitterKacheln_AlgoTrail_Portugal_EN.jpg\" alt=\"\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.reframetech.de\/wp-content\/uploads\/sites\/23\/2020\/08\/TwitterKacheln_AlgoTrail_Portugal_EN.jpg 1280w, https:\/\/www.reframetech.de\/wp-content\/uploads\/sites\/23\/2020\/08\/TwitterKacheln_AlgoTrail_Portugal_EN-768x432.jpg 768w, https:\/\/www.reframetech.de\/wp-content\/uploads\/sites\/23\/2020\/08\/TwitterKacheln_AlgoTrail_Portugal_EN-600x338.jpg 600w, https:\/\/www.reframetech.de\/wp-content\/uploads\/sites\/23\/2020\/08\/TwitterKacheln_AlgoTrail_Portugal_EN-780x439.jpg 780w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/h3>\n<p><strong>Back in public hands<\/strong><\/p>\n<p><span data-contrast=\"none\">The computerization of the system of fraud detection for complementary means of diagnosis and therapy dates back to the 1980s. The system was extended to medicine prescriptions in 2003, under the aegis of the Central Administration of the SNS, with data coming from the regional health administrations.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">In 2007, the Council of Ministers earmarked over 30 million euros for four years to create and implement the Invoice Control Center, now called Control and Monitoring Center. The project was carried out by a private company, PT\u00a0<\/span><span data-contrast=\"none\">Comunica\u00e7\u00f5es<\/span><span data-contrast=\"none\">, from the design to the implementation and operation phase.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">At the same time, the Ministry of Health tried to increase the use of electronic prescriptions \u2013 from an estimated at 40% at the time. The promise of timely and easy fraud detection was a big motivation for the push towards digitization. However, it could only be done if the entire technological ecosystem was updated to deal with it.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The Invoice Control Center started operations in 2010. Two years later, the Information Exploration Unit was created to analyze data gathered by the Center and to detect anomalous and potentially fraudulent situations, to develop a fraud risk analysis model and to forward suspicious cases to the police.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">During the first seven years, the central unit detected irregularities amounting to hundreds of millions of euros, and was instrumental in starting many prosecution for fraud in the health system. According to the Ministry of Health, in the first semester of 2017, the Invoice Control Center processed 356.2 million euros\u2019 worth of prescriptions and flagged 21.1\u00a0<\/span><span data-contrast=\"none\">millions<\/span><span data-contrast=\"none\">\u00a0euros to the State prosecutor.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Although the Invoice Control Center was always under the Central Administration of the SNS, the management, maintenance, and operation of the center was provided by a private operator until June 2018. At that time, the Council of Ministers transferred responsibilities for this unit to the Shared Services of the Ministry of Health, putting it entirely under the control of the public sector.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The government justified the transition by considering the activity of the Center as strategic to the efficiency of the SNS and to the management of the public expenditure. Data protection considerations also played a role.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">In December 2019, the adjunct Secretary of State for Health, Jamila Madeira, made an official visit on the premises of the Invoice Control Center. She said the center was a priority for the government because \u201crigor, transparency and permanent monitoring are essential instruments in the fight against fraud and corruption\u201d. Each month, the center checks 8 millions documents, 70% of them digital.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"none\">That\u2019s it for this s<\/span><\/i><i><span data-contrast=\"none\">eventh<\/span><\/i><i><span data-contrast=\"none\">\u00a0stop of our\u00a0<\/span><\/i><i><span data-contrast=\"none\">AlgoRail<\/span><\/i><i><span data-contrast=\"none\">\u00a0through Europe, on which we want to learn more about how algorithmic systems are used in our European neighborhood.\u00a0<\/span><\/i><i><span data-contrast=\"none\">Now we are setting off all the way in the east and will\u00a0<\/span><\/i><i><span data-contrast=\"none\">report from Greece next week. <\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:180,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<hr \/>\n<p><i><span data-contrast=\"none\">This story was shortened by \u202f<\/span><\/i><a href=\"https:\/\/www.reframetech.de\/en\/blogger\/julia-gundlach\/\" target=\"_blank\" rel=\"noopener noreferrer\"><b><i><span data-contrast=\"none\">Julia Gundlach<\/span><\/i><\/b><\/a><i><span data-contrast=\"none\">. The unabridged story was \u202f<\/span><\/i><a href=\"https:\/\/algorithmwatch.org\/en\/story\/portugal-automated-verification-prescriptions-medical-fraud\/\" target=\"_blank\" aria-label=\"Opens in a new tab\"  target=\"_blank\" rel=\"noopener noreferrer\"><b><i><span data-contrast=\"none\">published<\/span><\/i><\/b><\/a><i><span data-contrast=\"none\">\u202f on the <\/span><\/i><i><span data-contrast=\"none\">AlgorithmWatch<\/span><\/i><i><span data-contrast=\"none\">\u00a0website.<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:180,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"none\">The blog series\u00a0<\/span><\/i><i><span data-contrast=\"none\">AlgoRail<\/span><\/i><i><span data-contrast=\"none\">\u00a0is part of the Automating Society Report 2020 by Bertelsmann Stiftung and\u00a0<\/span><\/i><i><span data-contrast=\"none\">AlgorithmWatch<\/span><\/i><i><span data-contrast=\"none\">, which will be published this fall and is coordinated by\u202f <\/span><\/i><a href=\"https:\/\/www.reframetech.de\/en\/blogger\/dr-sarah-fischer\/\" target=\"_blank\" rel=\"noopener noreferrer\"><b><i><span data-contrast=\"none\">Dr. Sarah Fischer<\/span><\/i><\/b><\/a><i><span data-contrast=\"none\">. In addition to journalistic stories like this one, the report gives an overview of various examples of algorithmic systems as well as current debates, policy responses and key players in 15 countries.\u202f <\/span><\/i><a href=\"https:\/\/www.bertelsmann-stiftung.de\/de\/publikationen\/publikation\/did\/automating-society\" target=\"_blank\" aria-label=\"Opens in a new tab\" ><b><i><span data-contrast=\"none\">A first issue of the report<\/span><\/i><\/b><\/a><i><span data-contrast=\"none\">\u202f was published in January 2019.<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:180,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<hr \/>\n<p><span data-contrast=\"none\">This text is licensed under a\u202f<\/span><a href=\"http:\/\/creativecommons.org\/licenses\/by\/4.0\/\" target=\"_blank\" aria-label=\"Opens in a new tab\" ><b><span data-contrast=\"none\">C<\/span><\/b><\/a><a href=\"http:\/\/creativecommons.org\/licenses\/by\/4.0\/\" target=\"_blank\" aria-label=\"Opens in a new tab\"  target=\"_blank\" rel=\"noopener noreferrer\"><b><span data-contrast=\"none\">reative Commons Attribution 4.0 International License<\/span><\/b><\/a><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:180,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n","excerpt":"<p>In 2019,\u00a097% of the prescriptions in the public health sector of Portugal were electronic.\u00a0At the seventh stop of our\u202fAlgoRail\u202fthrough Europe,\u00a0Paula\u00a0Simoes\u00a0reports\u00a0that [&hellip;]<\/p>\n","thumbnail":"https:\/\/www.reframetech.de\/wp-content\/uploads\/sites\/23\/2020\/08\/aayush-gupta-ljhCEaHYWJ8-unsplash2-780x373.jpg","thumbnailsquare":"https:\/\/www.reframetech.de\/wp-content\/uploads\/sites\/23\/2020\/08\/aayush-gupta-ljhCEaHYWJ8-unsplash2-370x370.jpg","authors":[{"id":5323,"name":"Paula Sim\u00f5es","link":"https:\/\/www.reframetech.de\/en\/blogger\/paula-simoes\/"}],"categories":[{"id":2,"name":"Uncategorized","link":"https:\/\/www.reframetech.de\/en\/category\/uncategorized\/"}],"tags":[{"id":638,"name":"AlgoRail","link":"https:\/\/www.reframetech.de\/en\/tag\/algorail-en\/"},{"id":263,"name":"Algorithm","link":"https:\/\/www.reframetech.de\/en\/tag\/algorithm\/"},{"id":539,"name":"Data Analytics","link":"https:\/\/www.reframetech.de\/en\/tag\/data-analytics-en\/"},{"id":531,"name":"digitalization","link":"https:\/\/www.reframetech.de\/en\/tag\/digitalization\/"},{"id":530,"name":"medicine","link":"https:\/\/www.reframetech.de\/en\/tag\/medicine\/"}]}