| Literature DB >> 33543093 |
Uzma Khan1, Laura Stoff1, J Diego Yahuaca2, Bavna Bhagavat1,3, Santiago Toledo1,4, Jennifer G Goldman1,2,4,5, Tanya Simuni2,5, Miriam Rafferty1,4.
Abstract
OBJECTIVE: To describe the characteristics of people with Parkinson disease and movement disorders (PDMDs) referred by neurologist to a physiatrist-led interdisciplinary rehabilitation screening program.Entities:
Keywords: EMR, electronic medical record; MD, movement disorder; OT, occupational therapy; PD, Parkinson disease; PT, physical therapy; Parkinson disease; Rehabilitation; SLP, speech language pathology; TUG, timed Up and Go
Year: 2020 PMID: 33543093 PMCID: PMC7853386 DOI: 10.1016/j.arrct.2020.100067
Source DB: PubMed Journal: Arch Rehabil Res Clin Transl ISSN: 2590-1095
Fig 1Organizational chart of Parkinson’s Disease and Movement Disorders Center and inpatient rehabilitation screening program. Ovals represent clinicians, and boxes represent clinical and community services. Abbreviations: IRSP, interdisciplinary rehabilitation screening program; PDMDC, Parkinson’s Disease and Movement Disorders Center.
Fig 2CONSORT diagram. Diagram outlines EMR sources and numbers of interdisciplinary rehabilitation screening program participants with PDMDs. Gray boxes represent the neurology referral cohort and IRSP program participants who are described in the article. Dark arrows represent the path of data extraction. Abbreviations: CONSORT, Consolidated Standards of Reporting Trials; IRSP, interdisciplinary rehabilitation screening program.
Neurology clinic participants: characteristics by referral time
| Characteristics | All (N=934) | Early Referral Group (n=449) | Recent Referral Group (n=485) | |
|---|---|---|---|---|
| Age (y), mean ± SD | 72.3±12.9 | 74.3±12.9 | 70.4±12.7 | <.001 |
| Disease duration (y), mean ± SD | 1.55±0.1 | 1.73±2.5 | 1.37±2.5 | .036 |
| PDMD diagnosis, n (%) | ||||
| Idiopathic PD | 588 (63.0) | 350 (78) | 238 (49.1) | <.001 |
| Other | 144 (15.4) | 48 (10.7) | 96 (19.8) | |
| Missing | 202 (21.6) | 51 (11.4) | 151 (31.1) | |
| Sex, n (%) | ||||
| Female | 409 (43.8) | 203 (45.2) | 206 (42.5) | .399 |
| Race, n (%) | ||||
| White | 609 (65.2) | 301 (68.9) | 308 (63.6) | .004 |
| Black | 67 (7.2) | 30 (6.9) | 37 (7.6) | |
| Asian | 41 (4.4) | 21 (4.8) | 20 (4.1) | |
| Other | 68 (7.3) | 24 (5.5) | 44 (9.1) | |
| Declined/unknown | 147 (15.7) | 73 (16.3) | 76 (15.7) | |
| Ethnicity, n (%) | ||||
| Hispanic/Latino | 58 (6.2) | 19 (4.4) | 39 (8.0) | .001 |
| Not Hispanic/Latino | 696 (74.5) | 333 (77.1) | 363 (74.9) | |
| Declined/unknown | 180 (19.3) | 97 (21.6) | 83 (17.1) | |
| Marital status, n (%) | ||||
| Married | 585 (62.6) | 279 (62.1) | 306 (63.1) | .001 |
| Single, divorced, or widowed | 230 (24.6) | 128 (28.5) | 102 (21.0) | |
| Other | 11 (1.2) | 1 (0.2) | 10 (2.1) | |
| Declined/unknown | 108 (11.6) | 41 (9.1) | 67 (13.8) | |
| Insurance, n (%) | ||||
| Blue Cross Blue Shield | 111 (11.9) | 25 (5.6) | 86 (17.7) | <.001 |
| Other commercial | 19 (2.0) | 11 (2.5) | 8 (1.7) | |
| Managed care | 28 (3.0) | 0 (0.0) | 28 (5.8) | |
| Medicaid | 13 (1.4) | 0 (0.0) | 13 (2.7) | |
| Medicare | 379 (40.6) | 70 (15.6) | 309 (63.8) | |
| Self-pay or unknown | 384 (41.1) | 343 (76.4) | 41 (8.5) | |
| Comorbidities, n (%) | ||||
| 0-3 | 607 (65.0) | 282 (62.8) | 325 (67.0) | .359 |
| 4-9 | 201 (21.5) | 94 (20.9) | 107 (22.1) | |
| 10-15 | 69 (7.4) | 36 (8.0) | 33 (6.8) | |
| 16+ | 57 (6.1) | 37 (8.2) | 20 (4.1) |
NOTE. Two-sided unpaired t tests and χ2 tests were used to compare the Early and Recent Referral Groups’ normally distributed and categorical data, respectively.
P values refer to comparisons between Early Referral Group and Recent Referral Group.
Disease duration was calculated for n=822 with PDMD diagnosis, based on the date entered in the neurologist electronic medical record, which may underestimate time since diagnosis from a prior physician. For disease duration data: n=398 for Early Referral Group; n=424 for Recent Referral Group.
Comorbidity characteristics of all neurologist referrals
| Characteristics | ICD-10 Codes | Count | % of Total Patients | % of Category |
|---|---|---|---|---|
| Cardiovascular | 365 | 39.1 | ||
| Hypertension | I10-I16, I27 | 205 | 21.9 | 56.2 |
| Cerebrovascular disorders | I60-I69 | 106 | 11.3 | 29.0 |
| Other cardiovascular disorders | I | 94 | 10.1 | 25.8 |
| Hypotension | I95 | 88 | 9.4 | 24.1 |
| Atherosclerosis | I70 | 67 | 7.2 | 18.4 |
| Arrhythmias | I46 – I49 | 66 | 7.1 | 18.1 |
| Thrombotic/embolic disorders | I74-I76, I80-I82 | 33 | 3.5 | 9.0 |
| Valvular disorders | I05-I09, I34-I37 | 24 | 2.6 | 6.6 |
| Peripheral vascular disease | I73 | 15 | 1.6 | 4.1 |
| Aortic disorders | I71 | 13 | 1.4 | 3.6 |
| Dementia | 345 | 36.9 | ||
| Vascular dementia | F01 | 187 | 20.0 | 54.2 |
| Other dementia | F02-F05, G30-G31 | 144 | 15.4 | 41.7 |
| Mild cognitive impairment | G31.84 | 106 | 11.3 | 30.7 |
| Lewy body dementia | G31.83 | 32 | 3.4 | 9.3 |
| Mood disorders | 286 | 30.6 | ||
| Depression | F32-F34 | 213 | 22.8 | 74.5 |
| Anxiety | F41 | 107 | 11.5 | 37.4 |
| Other mood disorders | F25, F39, F40, F43 | 35 | 3.7 | 12.2 |
| Mania/bipolar | F30-F31 | 18 | 1.9 | 6.3 |
| Urologic/renal | 271 | 29.0 | ||
| Other urologic/renal disorders | R30-R39, N20-N39, R80-R82, R94.4 | 162 | 17.3 | 59.8 |
| Urinary urgency | R39.15, N31, N32.81, N39.41 | 91 | 9.7 | 33.6 |
| Primary prostate disorders | N40-N42 | 76 | 8.1 | 28.0 |
| Primary renal disorders | N00-N19 | 68 | 7.3 | 25.1 |
| Urinary retention | R33, N32.0, N13 | 43 | 4.6 | 15.9 |
| Urinary frequency | R35.0 | 41 | 4.4 | 15.1 |
| Urinary tract infection | N39.0 | 35 | 3.7 | 12.9 |
| Stress incontinence | N39.3, N35 | 7 | 0.7 | 2.6 |
| Sleep disorders | 258 | 27.6 | ||
| REM sleep behavior disorder | G47.52 | 118 | 12.6 | 45.7 |
| Other sleep disorders | G47, F51, F19.182 | 80 | 8.6 | 31.0 |
| Insomnia | G47.0, F51.0 | 75 | 8.0 | 29.1 |
| Sleep apnea | G47.3 | 70 | 7.5 | 27.1 |
| Somnolence/hypersomnia | G47.1, R40.0, F51.1 | 48 | 5.1 | 18.6 |
| Joint pain | 234 | 25.1 | ||
| Axial pain | M25.0, M54.1, M54.2, M54.5, M54.6, M54.8, M54.9 | 136 | 14.6 | 58.1 |
| Lower limb pain | M25.1, M25.2, M25.3, M25.4, M79.601, M79.602, M79.603, M79.62, M79.63, M79.64 | 82 | 8.8 | 35.0 |
| Upper limb pain | M25.55, M25.56, M25.57, M79.604, M79.605, M79.606, M79.65, M79.66, M79.67 | 65 | 7.0 | 27.8 |
| Cancer and neoplasia | 180 | 19.3 | ||
| Skin cancer | C43, C44, C4A | 60 | 6.4 | 33.3 |
| Other cancer/neoplasia | C00-D49 | 57 | 6.1 | 31.7 |
| Prostate cancer | C61 | 38 | 4.1 | 21.1 |
| GI cancer | C15-C26 | 38 | 4.1 | 21.1 |
| Breast cancer | C50, D05 | 36 | 3.9 | 20.0 |
| Hematologic cancer | C81-C96 | 14 | 1.5 | 7.8 |
| Brain cancer | C69-C72 | 13 | 1.4 | 7.2 |
| Musculoskeletal cancer | C40-C41 | 6 | 0.6 | 3.3 |
| Ophthalmologic | 120 | 12.8 | ||
| Other ophthalmologic disorders | H | 75 | 8.0 | 62.5 |
| Eye adnexa disorders | H00-H05 | 44 | 4.7 | 36.7 |
| Cataracts | H25-H28 | 41 | 4.4 | 34.2 |
| Eye movement disorder | H49-H52 | 32 | 3.4 | 26.7 |
| Glaucoma | H40-H42 | 28 | 3.0 | 23.3 |
| Macular degeneration | H35.3 | 19 | 2.0 | 15.8 |
| Diabetes mellitus | E08-E13 | 90 | 9.6 | |
| Thyroid disorder | 80 | 8.6 | ||
| Hypothyroidism | E02-E03 | 62 | 6.6 | 77.5 |
| Other thyroid disorders | E00-E07 | 25 | 2.7 | 31.3 |
| Arthritis | 59 | 6.3 | ||
| Osteoarthritis | M15-M19 | 49 | 5.2 | 83.1 |
| Rheumatoid arthritis | M05-M06 | 11 | 1.2 | 18.6 |
| Hepatic disorders | 56 | 6.0 | ||
| Viral hepatitis | B15-B19 | 48 | 5.1 | 85.7 |
| Other hepatic disorders | K70-K77, R94.5 | 10 | 1.1 | 17.9 |
| Cirrhosis | K74 | 4 | 0.4 | 7.1 |
| Obesity | E65-E66 | 18 | 1.9 |
NOTE. All ICD-9 codes were converted to ICD-10 codes. ICD-10 codes listed above include all ICD-10 subcodes within the mentioned ICD-10 parent code. The ICD-10 code categories above are presented as individual parent codes or ranges of codes when applicable.
Abbreviations: ICD-9, International Classification of Diseases–9th Revision; ICD-10, International Classification of Diseases–10th Revision.
Within condition categories, the subcategory labeled “other” includes any comorbidity in the condition category that was not already listed (eg, Other cardiovascular disorders includes all codes within the “I” ICD-10 parent code except for codes listed above it in subcategories, such as Peripheral vascular disease, Atherosclerosis, Hypertension, etc).
IRSP participant characteristics (N=183)
| Characteristics | n (%) or Mean ± SD |
|---|---|
| Age (y) | 73.6±9.1 |
| Sex | |
| Female | 71 (38.8) |
| Male | 112 (61.2) |
| PDMD diagnosis | |
| Idiopathic PD | 150 (82) |
| Parkinsonism | 15 (8.2) |
| PSP | 4 (2.2) |
| MSA | 4 (2.2) |
| DLB | 7 (3.8) |
| CBD | 1 (0.6) |
| Other (essential tremor and gait disorder) | 2 (1.1) |
| Race | |
| Asian | 4 (2.2) |
| Black | 12 (6.6) |
| White | 97 (53) |
| Other | 14 (7.7) |
| Declined/unknown | 56 (30.6) |
| Ethnicity | |
| Hispanic/Latino | 13 (7.1) |
| Not Hispanic/Latino | 147 (80.3) |
| Declined/unknown | 23 (12.6) |
| Living situation | |
| Self | 17 (9.3) |
| Spouse or significant other | 101 (55.2) |
| Children | 12 (6.6) |
| Caregiver/parent/guardian | 8 (4.4) |
| No answer/blank | 45 (24.6) |
| Insurance | |
| Medicare | 133 (72.6) |
| Blue Cross Blue Shield | 35 (19.1) |
| Other commercial | 12 (6.6) |
| Medicaid | 3 (1.6) |
Abbreviations: CBD, corticobasal ganglia degeneration; DLB, dementia with Lewy bodies; IRSP, interdisciplinary rehabilitation screening program; MSA, multiple system atrophy; PSP, progressive supranuclear palsy.
Fig 3Referrals to allied health services from interdisciplinary rehabilitation screening program by rehabilitation setting. Abbreviation: IRSP, interdisciplinary rehabilitation screening program.