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Parkinson Symptoms and Health Related Quality of Life as Predictors of Costs: A Longitudinal Observational Study with Linear Mixed Model Analysis
To estimate the magnitude in which Parkinson's disease (PD) symptoms and health- related quality of life (HRQoL) determined PD costs over a 4-year period. Data collected during 3-month, each year, for 4 years, from the ELEP study, included sociodemographic, clinical and use of resources informa...
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Published in: | PloS one 2015-12, Vol.10 (12), p.e0145310-e0145310 |
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creator | Martinez-Martín, Pablo Rodriguez-Blazquez, Carmen Paz, Silvia Forjaz, Maria João Frades-Payo, Belén Cubo, Esther de Pedro-Cuesta, Jesús Lizán, Luis |
description | To estimate the magnitude in which Parkinson's disease (PD) symptoms and health- related quality of life (HRQoL) determined PD costs over a 4-year period.
Data collected during 3-month, each year, for 4 years, from the ELEP study, included sociodemographic, clinical and use of resources information. Costs were calculated yearly, as mean 3-month costs/patient and updated to Spanish €, 2012. Mixed linear models were performed to analyze total, direct and indirect costs based on symptoms and HRQoL.
One-hundred and seventy four patients were included. Mean (SD) age: 63 (11) years, mean (SD) disease duration: 8 (6) years. Ninety-three percent were HY I, II or III (mild or moderate disease). Forty-nine percent remained in the same stage during the study period. Clinical evaluation and HRQoL scales showed relatively slight changes over time, demonstrating a stable group overall. Mean (SD) PD total costs augmented 92.5%, from € 2,082.17 (€ 2,889.86) in year 1 to € 4,008.6 (€ 7,757.35) in year 4. Total, direct and indirect cost incremented 45.96%, 35.63%, and 69.69% for mild disease, respectively, whereas increased 166.52% for total, 55.68% for direct and 347.85% for indirect cost in patients with moderate PD. For severe patients, cost remained almost the same throughout the study. For each additional point in the SCOPA-Motor scale total costs increased € 75.72 (p = 0.0174); for each additional point on SCOPA-Motor and the SCOPA-COG, direct costs incremented € 49.21 (p = 0.0094) and € 44.81 (p = 0.0404), respectively; and for each extra point on the pain scale, indirect costs increased € 16.31 (p = 0.0228).
PD is an expensive disease in Spain. Disease progression and severity as well as motor and cognitive dysfunctions are major drivers of costs increments. Therapeutic measures aimed at controlling progression and symptoms could help contain disease expenses. |
doi_str_mv | 10.1371/journal.pone.0145310 |
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Data collected during 3-month, each year, for 4 years, from the ELEP study, included sociodemographic, clinical and use of resources information. Costs were calculated yearly, as mean 3-month costs/patient and updated to Spanish €, 2012. Mixed linear models were performed to analyze total, direct and indirect costs based on symptoms and HRQoL.
One-hundred and seventy four patients were included. Mean (SD) age: 63 (11) years, mean (SD) disease duration: 8 (6) years. Ninety-three percent were HY I, II or III (mild or moderate disease). Forty-nine percent remained in the same stage during the study period. Clinical evaluation and HRQoL scales showed relatively slight changes over time, demonstrating a stable group overall. Mean (SD) PD total costs augmented 92.5%, from € 2,082.17 (€ 2,889.86) in year 1 to € 4,008.6 (€ 7,757.35) in year 4. Total, direct and indirect cost incremented 45.96%, 35.63%, and 69.69% for mild disease, respectively, whereas increased 166.52% for total, 55.68% for direct and 347.85% for indirect cost in patients with moderate PD. For severe patients, cost remained almost the same throughout the study. For each additional point in the SCOPA-Motor scale total costs increased € 75.72 (p = 0.0174); for each additional point on SCOPA-Motor and the SCOPA-COG, direct costs incremented € 49.21 (p = 0.0094) and € 44.81 (p = 0.0404), respectively; and for each extra point on the pain scale, indirect costs increased € 16.31 (p = 0.0228).
PD is an expensive disease in Spain. Disease progression and severity as well as motor and cognitive dysfunctions are major drivers of costs increments. Therapeutic measures aimed at controlling progression and symptoms could help contain disease expenses.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0145310</identifier><identifier>PMID: 26698860</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Activities of daily living ; Alzheimer's disease ; Analysis ; Care and treatment ; Caregivers ; Cognitive ability ; Cost analysis ; Cost estimates ; Costs ; Cross-Sectional Studies ; Diagnostic tests ; Disease control ; Drug therapy ; Early retirement ; Economic aspects ; Economic impact ; Female ; Health Care Costs ; Health care expenditures ; Hospitals ; Humans ; Linear Models ; Longitudinal Studies ; Male ; Medical equipment ; Middle Aged ; Movement disorders ; Neurodegenerative diseases ; Observational studies ; Pain ; Parkinson disease ; Parkinson Disease - economics ; Parkinson Disease - physiopathology ; Parkinson Disease, Secondary - economics ; Parkinson's disease ; Patient admissions ; Patients ; Productivity ; Prognosis ; Quality of Life ; Risk factors ; Scopa</subject><ispartof>PloS one, 2015-12, Vol.10 (12), p.e0145310-e0145310</ispartof><rights>COPYRIGHT 2015 Public Library of Science</rights><rights>2015 Martinez-Martín et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2015 Martinez-Martín et al 2015 Martinez-Martín et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c692t-26d98a85f47b80488aaaa144cd6ccf8f9fed5803c860f0ebd14cfb21bce187673</citedby><cites>FETCH-LOGICAL-c692t-26d98a85f47b80488aaaa144cd6ccf8f9fed5803c860f0ebd14cfb21bce187673</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1751482361/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1751482361?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25751,27922,27923,37010,37011,44588,53789,53791,74896</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26698860$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>de Castro, Fernando</contributor><creatorcontrib>Martinez-Martín, Pablo</creatorcontrib><creatorcontrib>Rodriguez-Blazquez, Carmen</creatorcontrib><creatorcontrib>Paz, Silvia</creatorcontrib><creatorcontrib>Forjaz, Maria João</creatorcontrib><creatorcontrib>Frades-Payo, Belén</creatorcontrib><creatorcontrib>Cubo, Esther</creatorcontrib><creatorcontrib>de Pedro-Cuesta, Jesús</creatorcontrib><creatorcontrib>Lizán, Luis</creatorcontrib><creatorcontrib>ELEP Group</creatorcontrib><creatorcontrib>ELEP Group</creatorcontrib><title>Parkinson Symptoms and Health Related Quality of Life as Predictors of Costs: A Longitudinal Observational Study with Linear Mixed Model Analysis</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>To estimate the magnitude in which Parkinson's disease (PD) symptoms and health- related quality of life (HRQoL) determined PD costs over a 4-year period.
Data collected during 3-month, each year, for 4 years, from the ELEP study, included sociodemographic, clinical and use of resources information. Costs were calculated yearly, as mean 3-month costs/patient and updated to Spanish €, 2012. Mixed linear models were performed to analyze total, direct and indirect costs based on symptoms and HRQoL.
One-hundred and seventy four patients were included. Mean (SD) age: 63 (11) years, mean (SD) disease duration: 8 (6) years. Ninety-three percent were HY I, II or III (mild or moderate disease). Forty-nine percent remained in the same stage during the study period. Clinical evaluation and HRQoL scales showed relatively slight changes over time, demonstrating a stable group overall. Mean (SD) PD total costs augmented 92.5%, from € 2,082.17 (€ 2,889.86) in year 1 to € 4,008.6 (€ 7,757.35) in year 4. Total, direct and indirect cost incremented 45.96%, 35.63%, and 69.69% for mild disease, respectively, whereas increased 166.52% for total, 55.68% for direct and 347.85% for indirect cost in patients with moderate PD. For severe patients, cost remained almost the same throughout the study. For each additional point in the SCOPA-Motor scale total costs increased € 75.72 (p = 0.0174); for each additional point on SCOPA-Motor and the SCOPA-COG, direct costs incremented € 49.21 (p = 0.0094) and € 44.81 (p = 0.0404), respectively; and for each extra point on the pain scale, indirect costs increased € 16.31 (p = 0.0228).
PD is an expensive disease in Spain. Disease progression and severity as well as motor and cognitive dysfunctions are major drivers of costs increments. Therapeutic measures aimed at controlling progression and symptoms could help contain disease expenses.</description><subject>Activities of daily living</subject><subject>Alzheimer's disease</subject><subject>Analysis</subject><subject>Care and treatment</subject><subject>Caregivers</subject><subject>Cognitive ability</subject><subject>Cost analysis</subject><subject>Cost estimates</subject><subject>Costs</subject><subject>Cross-Sectional Studies</subject><subject>Diagnostic tests</subject><subject>Disease control</subject><subject>Drug therapy</subject><subject>Early retirement</subject><subject>Economic aspects</subject><subject>Economic impact</subject><subject>Female</subject><subject>Health Care Costs</subject><subject>Health care expenditures</subject><subject>Hospitals</subject><subject>Humans</subject><subject>Linear Models</subject><subject>Longitudinal Studies</subject><subject>Male</subject><subject>Medical equipment</subject><subject>Middle Aged</subject><subject>Movement disorders</subject><subject>Neurodegenerative diseases</subject><subject>Observational studies</subject><subject>Pain</subject><subject>Parkinson disease</subject><subject>Parkinson Disease - economics</subject><subject>Parkinson Disease - physiopathology</subject><subject>Parkinson Disease, Secondary - economics</subject><subject>Parkinson's disease</subject><subject>Patient admissions</subject><subject>Patients</subject><subject>Productivity</subject><subject>Prognosis</subject><subject>Quality of Life</subject><subject>Risk factors</subject><subject>Scopa</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNqNk99v0zAQxyMEYmPwHyCwhITgocWOHcfZA1JVAavUqWMFXi3XP1qXNC62M9Y_g_8Yp-2mFu2B5CHO-XNf353vsuwlgn2ES_Rh6VrfiLq_do3uQ0QKjOCj7BRVOO_RHOLHB-uT7FkISwgLzCh9mp3klFaMUXia_bkS_qdtgmvAdLNaR7cKQDQKXGhRxwW41rWIWoGvraht3ABnwNgaDUQAV14rK6PzobMOXYjhHAzA2DVzG1tlU2xgMgva34hoXfc3TeYN-G2T7tg2WnhwaW-T-KVTugaDhGyCDc-zJ0bUQb_Yf8-y758_fRte9MaTL6PhYNyTtMpjL6eqYoIVhpQzBgljIj2IEKmolIaZymhVMIhlStNAPVOISDPL0UxqxEpa4rPs9U53XbvA99UMHJUFIizHFCVitCOUE0u-9nYl_IY7YfnW4PycCx-trDUvJIMVzUlZSUYkTaEoyTAxVSk1hKLT-rg_rZ2ttJK6iV7UR6LHO41d8Lm74YSyqshZEni3F_DuV6tD5CsbpK5r0WjXbuPOC0ZTBRL65h_04ez21FykBGxjXDpXdqJ8QDDDBSS4SlT_ASq9Sq-sTK1nbLIfObw_ckhM1LdxLtoQ-Gh6_f_s5Mcx-_aAXWzbM7i67XorHINkB0rvQvDa3BcZQd5Nzl01eDc5fD85ye3V4QXdO92NCv4LmOcVLQ</recordid><startdate>20151223</startdate><enddate>20151223</enddate><creator>Martinez-Martín, Pablo</creator><creator>Rodriguez-Blazquez, Carmen</creator><creator>Paz, Silvia</creator><creator>Forjaz, Maria João</creator><creator>Frades-Payo, Belén</creator><creator>Cubo, Esther</creator><creator>de Pedro-Cuesta, Jesús</creator><creator>Lizán, Luis</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20151223</creationdate><title>Parkinson Symptoms and Health Related Quality of Life as Predictors of Costs: A Longitudinal Observational Study with Linear Mixed Model Analysis</title><author>Martinez-Martín, Pablo ; Rodriguez-Blazquez, Carmen ; Paz, Silvia ; Forjaz, Maria João ; Frades-Payo, Belén ; Cubo, Esther ; de Pedro-Cuesta, Jesús ; Lizán, Luis</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-26d98a85f47b80488aaaa144cd6ccf8f9fed5803c860f0ebd14cfb21bce187673</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Activities of daily living</topic><topic>Alzheimer's disease</topic><topic>Analysis</topic><topic>Care and treatment</topic><topic>Caregivers</topic><topic>Cognitive ability</topic><topic>Cost analysis</topic><topic>Cost estimates</topic><topic>Costs</topic><topic>Cross-Sectional Studies</topic><topic>Diagnostic tests</topic><topic>Disease control</topic><topic>Drug therapy</topic><topic>Early retirement</topic><topic>Economic aspects</topic><topic>Economic impact</topic><topic>Female</topic><topic>Health Care Costs</topic><topic>Health care expenditures</topic><topic>Hospitals</topic><topic>Humans</topic><topic>Linear Models</topic><topic>Longitudinal Studies</topic><topic>Male</topic><topic>Medical equipment</topic><topic>Middle Aged</topic><topic>Movement disorders</topic><topic>Neurodegenerative diseases</topic><topic>Observational studies</topic><topic>Pain</topic><topic>Parkinson disease</topic><topic>Parkinson Disease - economics</topic><topic>Parkinson Disease - physiopathology</topic><topic>Parkinson Disease, Secondary - economics</topic><topic>Parkinson's disease</topic><topic>Patient admissions</topic><topic>Patients</topic><topic>Productivity</topic><topic>Prognosis</topic><topic>Quality of Life</topic><topic>Risk factors</topic><topic>Scopa</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Martinez-Martín, Pablo</creatorcontrib><creatorcontrib>Rodriguez-Blazquez, Carmen</creatorcontrib><creatorcontrib>Paz, Silvia</creatorcontrib><creatorcontrib>Forjaz, Maria João</creatorcontrib><creatorcontrib>Frades-Payo, Belén</creatorcontrib><creatorcontrib>Cubo, Esther</creatorcontrib><creatorcontrib>de Pedro-Cuesta, Jesús</creatorcontrib><creatorcontrib>Lizán, Luis</creatorcontrib><creatorcontrib>ELEP Group</creatorcontrib><creatorcontrib>ELEP Group</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale_Opposing Viewpoints In Context</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Nursing & Allied Health Database (ProQuest)</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>ProQuest_Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database (ProQuest)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>Advanced Technologies & Aerospace Database (1962 - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Martinez-Martín, Pablo</au><au>Rodriguez-Blazquez, Carmen</au><au>Paz, Silvia</au><au>Forjaz, Maria João</au><au>Frades-Payo, Belén</au><au>Cubo, Esther</au><au>de Pedro-Cuesta, Jesús</au><au>Lizán, Luis</au><au>de Castro, Fernando</au><aucorp>ELEP Group</aucorp><aucorp>ELEP Group</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Parkinson Symptoms and Health Related Quality of Life as Predictors of Costs: A Longitudinal Observational Study with Linear Mixed Model Analysis</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2015-12-23</date><risdate>2015</risdate><volume>10</volume><issue>12</issue><spage>e0145310</spage><epage>e0145310</epage><pages>e0145310-e0145310</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>To estimate the magnitude in which Parkinson's disease (PD) symptoms and health- related quality of life (HRQoL) determined PD costs over a 4-year period.
Data collected during 3-month, each year, for 4 years, from the ELEP study, included sociodemographic, clinical and use of resources information. Costs were calculated yearly, as mean 3-month costs/patient and updated to Spanish €, 2012. Mixed linear models were performed to analyze total, direct and indirect costs based on symptoms and HRQoL.
One-hundred and seventy four patients were included. Mean (SD) age: 63 (11) years, mean (SD) disease duration: 8 (6) years. Ninety-three percent were HY I, II or III (mild or moderate disease). Forty-nine percent remained in the same stage during the study period. Clinical evaluation and HRQoL scales showed relatively slight changes over time, demonstrating a stable group overall. Mean (SD) PD total costs augmented 92.5%, from € 2,082.17 (€ 2,889.86) in year 1 to € 4,008.6 (€ 7,757.35) in year 4. Total, direct and indirect cost incremented 45.96%, 35.63%, and 69.69% for mild disease, respectively, whereas increased 166.52% for total, 55.68% for direct and 347.85% for indirect cost in patients with moderate PD. For severe patients, cost remained almost the same throughout the study. For each additional point in the SCOPA-Motor scale total costs increased € 75.72 (p = 0.0174); for each additional point on SCOPA-Motor and the SCOPA-COG, direct costs incremented € 49.21 (p = 0.0094) and € 44.81 (p = 0.0404), respectively; and for each extra point on the pain scale, indirect costs increased € 16.31 (p = 0.0228).
PD is an expensive disease in Spain. Disease progression and severity as well as motor and cognitive dysfunctions are major drivers of costs increments. Therapeutic measures aimed at controlling progression and symptoms could help contain disease expenses.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>26698860</pmid><doi>10.1371/journal.pone.0145310</doi><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1932-6203 |
ispartof | PloS one, 2015-12, Vol.10 (12), p.e0145310-e0145310 |
issn | 1932-6203 1932-6203 |
language | eng |
recordid | cdi_plos_journals_1751482361 |
source | Publicly Available Content Database (Proquest) (PQ_SDU_P3); PubMed Central |
subjects | Activities of daily living Alzheimer's disease Analysis Care and treatment Caregivers Cognitive ability Cost analysis Cost estimates Costs Cross-Sectional Studies Diagnostic tests Disease control Drug therapy Early retirement Economic aspects Economic impact Female Health Care Costs Health care expenditures Hospitals Humans Linear Models Longitudinal Studies Male Medical equipment Middle Aged Movement disorders Neurodegenerative diseases Observational studies Pain Parkinson disease Parkinson Disease - economics Parkinson Disease - physiopathology Parkinson Disease, Secondary - economics Parkinson's disease Patient admissions Patients Productivity Prognosis Quality of Life Risk factors Scopa |
title | Parkinson Symptoms and Health Related Quality of Life as Predictors of Costs: A Longitudinal Observational Study with Linear Mixed Model Analysis |
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