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Original Contributions |

Validity of a Performance-Based Test of Function in Essential Tremor FREE

Elan D. Louis, MD, MS; Kristin J. Wendt, MPH; Steven M. Albert, MS, PhD; Seth L. Pullman, MD; Qiping Yu, PhD; Howard Andrews, PhD
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Copyright 1999 American Medical Association. All Rights Reserved. Applicable FARS/DFARS Restrictions Apply to Government Use.

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Arch Neurol. 1999;56(7):841-846. doi:10.1001/archneur.56.7.841
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Background  The central factor influencing therapeutic decisions in essential tremor (ET) is the functional impact of the tremor. Neither the neurological examination nor computerized tremor analysis measures function. Questionnaires may assess function, but data are highly subjective. Performance-based tests of functional impairment provide an alternative means with which to assess the functional impact of ET.

Objective  To determine the internal consistency and validity of a performance-based measure of functional impairment in ET.

Methods  Subjects with ET from a community in northern Manhattan, NY, and from a clinic and control subjects each underwent a 212-hour evaluation including 12 screening questions for ET, a 31-item Tremor Disability Questionnaire to assess the functional impact of tremor, a 26-item Videotaped Tremor Examination that was rated by a neurologist, a 15-item, 10-minute Performance-Based Test, and Quantitative Computerized Tremor Analysis. Internal consistency was assessed with Cronbach α. The correlation between the Performance-Based Test and these other measures of tremor was assessed by means of correlation coefficients (r).

Results  There were 50 ET cases and 51 normal control subjects. The Performance-Based Test was internally consistent (Cronbach α=.92). It also demonstrated validity among cases; the total score correlated with the total number of screening questions answered yes (r=0.44; P=.001), the total score on the Tremor Disability Questionnaire (r=0.55; P<.001), the total score on the Videotaped Tremor Examination (r=0.71; P<.001), and multiple physiological measures recorded during Quantitative Computerized Tremor Analysis.

Conclusions  A valid performance-based test was developed to objectively assess functional capacity in patients with ET. This test would be useful in therapeutic trials, where it would provide an objective means to quantify the functional impact of tremor.

THERE IS considerable variability between individuals with essential tremor (ET) in the severity of their tremor; some have only mild, asymptomatic tremor while others exhibit large-amplitude and debilitating tremors.1 4 The neurological examination provides a means of collecting clinical information on tremor (amplitude, body areas affected),3 6 and quantitative computerized tremor analysis provides a means of precisely measuring specific physiological variables (frequency, displacement).7 8 Although these physical indexes are important, they do not necessarily reflect the functional impact of tremor, which is perhaps the most important factor underlying therapeutic decisions.

The functional impact of tremor has traditionally been assessed through the use of questionnaires.9 Information collected in this manner is highly subjective. In addition, commonly used measures of self-reported disability may not detect conditions that are associated with only mild functional impairment.10 12 Performance-based measures of functional impairment provide an alternative and more objective means with which to assess the functional impact of a disorder.10 ,13 15 A performance-based measure of functional impairment was developed for the Columbia University Assessment of Disability in Essential Tremor, a study aiming to assess the functional correlates of ET. We determined the internal consistency and validity of this measure and used a factor analysis to determine whether the measure could be further refined. A valid performance-based measure of function in ET would be useful in therapeutic trials and epidemiological studies, where it would provide an objective means to quantify the functional impact of tremor.

CASE SUBJECTS

Subjects with ET were ascertained from 2 sources: the Washington Heights–Inwood community, northern Manhattan, NY, and the Center for Parkinson's Disease and Other Movement Disorders at Columbia-Presbyterian Medical Center, New York, NY. This approach was chosen to ascertain cases with a broad range of tremor severity, including persons with mild ET who live in a community and who do not seek treatment and those with severe ET who are often seen in clinics.3 4 ,12 ,16

Persons with ET who were living in the Washington Heights–Inwood community were already enrolled in a family study of ET and, as part of that study, had been interviewed, examined, and videotaped, and a diagnosis of ET had been independently confirmed by 2 neurologists specializing in movement disorders according to a previously published clinical diagnostic protocol.4 ,6 ,12 ,17 21

The Center for Parkinson's Disease and Other Movement Disorders is a referral center for patients with involuntary movement disorders. A computerized database provides clinical information on more than 4000 patients seen between 1983 and 1998. All subjects have been examined by a neurologist who specializes in movement disorders; 302 have been diagnosed as having ET.

CONTROL SUBJECTS

Control subjects, recruited from the same 2 sources as the case subjects, were enrolled to examine the validity of this test within a group of unaffected individuals.

As part of a family study of ET, control subjects who were living in the Washington Heights–Inwood community were matched to ET case subjects by age, sex, and ethnicity; they had been interviewed, examined, and videotaped, and normal findings had been independently confirmed by 2 neurologists.4 ,6 ,12 ,17 21

Control subjects from the Center for Parkinson's Disease and Other Movement Disorders were the spouses of the ET case subjects. None of these spouses was seeing a physician for a diagnosis of ET or any other neurological disorder.

STUDY PROCEDURE

Each subject underwent a 212-hour in-person evaluation by a trained tester (K.J.W.). This examination included evaluation of tremor and evaluation of medical and psychiatric disorders and level of function.

Evaluation of Tremor

The following tests and procedures were used to evaluate tremor (Table 1).

Table Grahic Jump LocationTable 1. Characteristics of Tests Used to Evaluate Tremor

The Tremor Interview and Screening Questionnaire, an 84-item semistructured interview, assessed duration and treatment of tremor.4 ,6 ,12 ,17 21 It included a previously validated 12-item screening questionnaire for ET.6

The 31-item Tremor Disability Questionnaire assessed the functional impact of tremor and was modeled after methods of Fried et al11 ,22 (ie, some individuals may not complain of "disability," but further questioning will disclose a need to modify activities).

For the Videotaped Tremor Examination, the trained tester (K.J.W.) administered and videotaped the examination. A neurologist who specialized in movement disorders (E.D.L.) reviewed the videotape and rated the tremor. Tremor was rated during sustained arm extension, pouring water, drinking water, using a spoon, the finger-to-nose maneuver, and drawing a spiral. These 6 tasks were performed with each arm.4 ,6 ,12 ,17 21

The Performance-Based Test (Table 2) assessed the ability of the subject to perform daily activities. The test was administered and rated by a trained tester (K.J.W.).

The Quantitative Computerized Tremor Analysis (QCTA) was performed by one of us (S.L.P. or Q.Y.) in the Motor Neurophysiology Laboratory at Columbia-Presbyterian Medical Center.21 ,23 24 The tremor analysis involved the use of ultralight piezoresistive miniature accelerometers (±25 g, 0.5 g) with linear sensitivities of approximately 4.5 mV/g in the physiological range, which were attached to a proximal and a distal position on each arm (distal humerus and the dorsum of the hand at the distal end of the middle metacarpal bone). Silver–silver chloride electromyogram surface electrodes were used to record activity of the flexor carpi radialis and extensor carpi radialis muscles along with the accelerometry. Accelerometric and electromyographic signals were digitized at 500 Hz with the use of a 15-microsecond 16-bit analog-to-digital system and stored in eight 4-second trials during 5 conditions: arms at rest, arms extended, finger-to-nose movements, pouring water between 2 cups, and drawing spirals. Tremor was sampled during a 30-minute period to record variation over time. Tremor amplitudes were derived off-line by double integration of wrist accelerometric data after filtering out low-frequency drift (<2 Hz) and averaging. Electromyograms were full-wave rectified, integrated, and processed with the accelerometric data.23 24

Evaluation of Medical and Psychiatric Disorders and Level of Function

This evaluation included the Cumulative Illness Rating Scale,25 Modified Mini-Mental State Examination,26 Hamilton Anxiety Rating Scale,27 State-Trait Anxiety Inventory,28 Katz Activities of Daily Living Scale,29 and Lawton Instrumental Activities of Daily Living Scale.30

CONFIRMATION OF DIAGNOSES

A neurologist (E.D.L.), unaware of the subject's identity as a case or control subject, reviewed the Videotaped Tremor Examination and assigned a final diagnosis of normal or ET in each subject on the basis of published criteria.4 ,6 ,12 ,17 21 For all ET cases and community-ascertained control subjects, this step represented a confirmation of the diagnosis because diagnoses had previously been assigned to ET cases and control subjects from the community by videotape review and rating, and diagnoses had previously been assigned to ET cases from the clinic by a neurologist at the clinic. If there was diagnostic ambiguity (initial diagnosis was ET but final diagnosis was normal or vice versa), subjects were excluded from these analyses.

INDEPENDENCE OF TESTS

The Performance-Based Test was rated by K.J.W. and the Videotaped Tremor Examination, by E.D.L. The QCTA was independently performed by S.L.P. or Q.Y.

DATA ANALYSIS AND STATISTICS

Pearson correlation coefficient (r) was used to assess the correlation between continuous variables.31 32 To determine whether each of the screening questions correlated with one another (internal consistency), Cronbach α was calculated.33 To determine whether screening questions might be related to a smaller number of underlying factors, a factor analysis was performed by the principal component method with orthogonal (varimax) rotation. The identification of a small number of underlying factors would allow creation of a simplified, shorter screening questionnaire with less redundancy.

There were 50 ET case subjects and 51 control subjects (Table 3 and Table 4). Forty-six subjects underwent QCTA (20 ET case subjects and 26 control subjects); the remaining 55 were examined in their homes.

Table Grahic Jump LocationTable 3. Characteristics of 101 Study Subjects
Table Grahic Jump LocationTable 4. Test Results in 101 Study Subjects*

Among the 50 ET case subjects, the total score on the Performance-Based Test correlated with the total number of screening questions answered yes (r=0.44; P=.001), the total score on the Tremor Disability Questionnaire (r=0.55; P<.001), the total score on the Videotaped Tremor Examination (r=0.71; P<.001), and multiple physiological measures recorded during QCTA, including mean distally recorded amplitude of dominant-arm tremor during sustained arm extension (r=0.73; P<.001), dominant-arm finger-to-nose tremor (r=0.53; P=.006), dominant-arm tremor while pouring water (r=0.51; P=.008), and dominant-arm tremor while drawing a spiral (r=0.89; P<.001).

There was no correlation between total score on the Performance-Based Test and the total scores on the Cumulative Illness Rating Scale (r=−0.05; P=.72), the Modified Mini-Mental State Examination (r=−0.01; P=.95), the Hamilton Anxiety Rating Scale (r=−0.05; P=.76), the State-Trait Anxiety Inventory (r=−0.02; P=.91), the Katz Activities of Daily Living Scale (r=−0.05; P=.73), or the Lawton Instrumental Activities of Daily Living Scale (r=−0.12; P=.41).

To determine whether the severity of tremor influenced the validity of the Performance-Based Test, the 50 ET cases were stratified into 2 groups based on the median of the total score on Videotaped Tremor Examination. Subjects with severe tremor had total scores of 18 or greater; subjects with mild ET had scores less than 18. In subjects with severe tremor, the total score on the Performance-Based Test correlated with the total number of screening questions answered yes, the Tremor Disability Questionnaire total score, the Videotaped Tremor Examination total score, and 3 of the 4 physiological measures recorded during QCTA. In contrast, in subjects with mild tremor, the scores on the Performance-Based Test only correlated with the total number of screening questions answered yes and the Tremor Disability Questionnaire total score.

Among the 51 control subjects, the total score on the Performance-Based Test only correlated with the total score on the Tremor Disability Questionnaire (r=0.31; P=.01).

Cronbach α was equal to .92, indicating that these items do in fact constitute a strong, internally consistent measure of functional impairment.

Three factors emerged from the factor analysis (Table 5). Together, these factors explained 68.0% of the total variance. Factor 1 (eigenvalue, 7.33) explained nearly one half (48.9%) of the variance. This factor was composed of 6 items that often involved tasks requiring a great deal of concentration on steadiness and minimization of sudden random movements. These tasks included manipulation of liquids so as not to spill, or fine movements of distal body parts (such as threading a needle or placing keys in a lock). In contrast, factor 3 comprised 3 items that involved large movements characterized by arm extension with the intention of hitting a target. Factor 2 comprised some items that involved writing, although it was difficult to identify an underlying commonality among items within this factor.

Table Grahic Jump LocationTable 5. Factor Analysis of 15-Item Performance-Based Test

On the basis of the results of the factor analysis, we chose 2 test items from each of the 3 factors to create a shorter test that could be administered in less than 5 minutes. Our approach was practical; rather than choosing items with the highest loadings, we chose those that were easy to administer, involved activities that were performed frequently, or involved the fewest test instruments. These were items 9 (place keys in lock), 2 (drink from glass), 6 (copy sentences), 8 (place bills in wallet), 12 (dial numbers on telephone), and 10 (place coins in slot). These items each had loadings that were greater than 0.6 (Table 5). Overall, when compared with the full 15-item test, the correlations between this 6-item test and other tests (the total number of screening questions answered yes, the Tremor Disability Questionnaire total score, the total score on the Videotaped Tremor Examination total score, and 3 of the 4 physiological measures recorded during QCTA) were lower; however, all of the correlations were still significant (P<.05). This implied that the shorter 6-item version of the Performance-Based Test could be substituted for the full 15-item test.

Appreciation of ET severity is often guided more by the functional impact of tremor than by physical indexes such as tremor amplitude or frequency. Performance-based testing provides valuable information about the functional impact of tremor. The advantage of this method over questionnaires is that data are more objective. In ET, performance-based tests have a particularly important role because, while many individuals may not report "disability," they have had to make adaptations in the way they perform certain tasks (eg, using 2 hands, performing tasks more slowly).9 ,11 ,34 The development of a performance-based test for ET is important because such a test could be used in clinical-therapeutic trials to quantify the impact of new treatments on function and disability. In addition, such a test could be used in epidemiological studies to document different patterns of functional impairment from tremor within different subgroups (eg, sex, age) in the population.

Some clinical trials have incorporated brief functional assessments of 1 or 2 test items, variably including ratings of pouring, writing, or drawing; some investigators have included up to 4 items.35 38 However, different trials have not always used the same test items or have not standardized the manner in which these are administered, and this limits comparability between studies. The rationale for choosing one item over another has not been stated. Moreover, there have been few attempts to validate any performance-based measures in patients with ET. Bain et al39 assessed the correlation between 2 performance-based measures (drawing spirals and writing), clinical ratings of tremor severity, and accelerometric data in 12 patients with ET and found a correlation between these 2 measures and clinical ratings of right-arm tremor, but no correlation between these 2 measures and accelerometric data. Elble et al40 noted a modest correlation between clinical ratings and accelerometric measurements of tremor amplitude during writing.

We developed a 15-item, 10-minute performance-based test for use in ET research and examined its internal consistency (reliability) and validity. The test was highly internally consistent. The test was also highly valid in the sense that scores correlated with a broad range of tests ranging from subjective to objective and included several questionnaires, a neurologist's ratings of tremor on a Videotaped Tremor Examination, and multiple physiological measures recorded during QCTA.

Whereas the test was a valid measure of tremor severity in subjects with ET, this was not true for control subjects, in whom the test scores did not correlate with either subjective or objective measures of tremor severity. This implies that the Performance-Based Test accurately assessed true pathological tremor when it was present, but that the scores were not consistently altered by milder or normal forms of tremor as might be present in some control subjects. Even among ET case subjects, the test was more valid among those with more severe tremor than those with mild tremor.

The Performance-Based Test was further assessed by factor analysis, and 3 factors emerged that together explained the majority of the variance in the original test items. These factors may relate to the performance of different types of tasks (eg, fine finger movements, steadying activities, hitting targets). In an attempt to construct a briefer, easy-to-administer version of the test, a 5-minute, 6-item test was constructed. This test was also valid, implying that it could be used as a substitute for the entire questionnaire.

There were limitations. This test assessed dominant-arm function as influenced by kinetic tremor. Tremor in other body areas (eg, nondominant arm, legs, head, or voice) and postural tremor may influence treatment as well. In addition, tremor amplitude may vary considerably under different circumstances, and laboratory-based performance tests may not reflect the subjects' level of function when they are in their homes performing other activities of daily living. However, overall, this test provides a valid means with which function in ET may be assessed directly and objectively.

Accepted for publication October 8, 1998.

This study was supported by the Paul Beeson Physician Faculty Scholars in Aging Research Award (American Federation for Aging Research, New York, NY) and grant NS01863 from the National Institutes of Health, Bethesda, Md.

Reprints: Elan D. Louis, MD, MS, Unit 198, Neurological Institute, 710 W 168th St, New York, NY 10032.

Critchley  M. Observations on essential (heredofamilial tremor). Brain. 1949;72113- 139
Jager  BV, King  T. Hereditary tremor. Arch Intern Med. 1955;95788- 793
Larsson  T, Sjogren  T. Essential tremor: a clinical and genetic population study. Acta Psychiatr Neurol Scand. 1960;36 (suppl 144) 1- 176
Louis  ED, Ford  B, Wendt  KJ, Cameron  G. Clinical characteristics of essential tremor: data from a population-based cohort. Mov Disord. 1998;13803- 808
Hubble  JP, Busenbark  KL, Pahwa  R, Lyons  K, Koller  WC. Clinical expression of essential tremor: effects of gender and age. Mov Disord. 1997;12969- 972
Louis  ED, Ford  B, Lee  H, Andrews  H. Does a screening questionnaire for essential tremor agree with the physicians' examination? Neurology. 1998;501351- 1357
Elble  RJ. Tremor in ostensibly normal elderly people. Mov Disord. 1998;13457- 464
Deuschl  G, Krack  P, Lauk  M, Timmer  J. Clinical neurophysiology of tremor. J Clin Neurophysiol. 1996;13110- 121
Busenbark  KL, Nash  J, Nash  S, Hubble  JP, Koller  WC. Is essential tremor benign? Neurology. 1991;411982- 1983
Rozzini  R, Frisoni  GB, Ferrucci  L, Barbisoni  P, Bertozzi  B, Trabucchi  M. The effect of chronic diseases on physical function: comparison between activities of daily living scales and the Physical Performance Test. Age Ageing. 1997;26281- 287
Fried  LP, Herdman  SJ, Kuhn  KE, Rubin  G, Turano  K. Preclinical disability: hypotheses about the bottom of the iceberg. J Aging Health. 1991;2285- 300
Louis  ED, Ford  B, Pullman  S. Prevalence of asymptomatic tremor in relatives of patients with essential tremor. Arch Neurol. 1997;54197- 200
Reuben  DB, Siu  AL, Kimpau  S. The predictive validity of self-report and performance-based measures of function and health. J Gerontol. 1992;47M106- M110
Hunt  LA, Murphy  CF, Carr  D, Duchek  JM, Buckles  V, Morris  JC. Reliability of the Washington University Road Test: a performance-based assessment for drivers with dementia of the Alzheimer type. Arch Neurol. 1997;54707- 712
Kempen  GI, van Heuvelen  MJ, van den Brink  RH.  et al.  Factors affecting contrasting results between self-reported and performance-based levels of physical limitation. Age Aging. 1996;25458- 464
Rautakorpi  I, Takala  J, Martilla  RJ, Sievers  K, Rinne  UK. Essential tremor in a Finnish population. Acta Neurol Scand. 1982;6658- 67
Louis  ED, Ottman  RA, Ford  B.  et al.  The Washington Heights Essential Tremor Study: methodologic issues in essential-tremor research. Neuroepidemiology. 1997;16124- 133
Louis  ED, Ford  B, Pullman  S, Baron  K. How normal is "normal"? mild tremor in a multi-ethnic cohort of normal subjects. Arch Neurol. 1998;55222- 227
Louis  ED, Ford  B, Bismuth  B. Reliability between two observers using a protocol for diagnosing essential tremor. Mov Disord. 1998;13287- 293
Louis  ED, Ford  B, Lee  H, Andrews  H, Cameron  G. Diagnostic criteria for essential tremor: a population perspective. Arch Neurol. 1998;55823- 828
Louis  ED, Wendt  KJ, Pullman  SL, Ford  B. Is essential tremor symmetric? observational data from a community-based study of essential tremor. Arch Neurol. 1998;551553- 1559
Fried  LP, Bandeen-Roche  K, Williamson  JD.  et al.  Functional decline in older adults: expanding methods of ascertainment. J Gerontol. 1996;51AM206- M214
Pullman  SL, Elibol  B, Fahn  S. Modulation of parkinsonian tremor by radial nerve palsy. Neurology. 1994;441861- 1864
Trosch  RL, Pullman  SL. Botulinum toxin A in the treatment of hand tremors. Mov Disord. 1994;9601- 609
Linn  BS, Linn  MW, Gurel  L. Cumulative Illness Rating Scale. J Am Geriatr Soc. 1968;16622- 626
Stern  Y, Sano  M, Paulson  J, Mayeux  R. Modified Mini-Mental State Examination: validity and reliability [abstract]. Neurology. 1987;37 (suppl 1) 179
Hamilton  M. The assessment of anxiety states by rating. Br J Med Psychol. 1959;3250- 55
Spielberger  CD, Gorsuch  RL, Lushene  RE. State-Trait Anxiety Inventory.  Palo Alto, Calif Consulting Psychologists Press1970;
Katz  SC, Ford  AB, Moskowitz  RW.  et al.  Studies of illness in the aged: the index of ADL: a standardized measure of biological and psychosocial function. JAMA. 1963;185914- 919
Lawton  MP, Brody  EM. Assessment of older people: self-maintaining and instrumental activities of daily living. Gerontologist. 1969;9179- 186
Daniel  WW. Biostatistics: A Foundation for Analysis in the Health Sciences.  New York, NY John Wiley & Sons Inc1991;87- 97
Kleinbaum  DG, Kupper  LL, Muller  KE. Applied Regression Analysis and Other Multivariable Methods.  Boston, Mass PWS-KENT Publishing Co1988;80- 86
Cronbach  LJ. Coefficient alpha and the internal structure of tests. Psychometrika. 1951;16297- 333
Critchley  E. Clinical manifestations of essential tremor. J Neurol Neurosurg Psychiatry. 1972;35362- 372
Koller  W, Biary  N, Cone  S. Disability in essential tremor: effect of treatment. Neurology. 1986;361001- 1004
Sasso  E, Perucca  E, Fava  R, Calzetti  S. Primidone in the long-term treatment of essential tremor: a prospective study with computerized quantitative analysis. Clin Neuropharmacol. 1990;1367- 76
Pahwa  R, Lyons  K, Hubble  JP.  et al.  Double-blind controlled trial of gabapentin in essential tremor. Mov Disord. 1998;13465- 467
Fahn  S, Tolosa  E, Marin  C,  Clinical rating scale for tremor. Jankovic  J, Tolosa  E.eds.Parkinson's Disease and Movement Disorders. Baltimore, Md Williams & Wilkins1993;271- 280
Bain  PG, Findley  LJ, Atchison  P. Assessing tremor severity. J Neurol Neurosurg Psychiatry. 1993;56868- 873
Elble  RJ, Brilliant  M, Leffler  K, Higgins  C. Quantification of essential tremor in writing and drawing. Mov Disord. 1996;1170- 78

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Table Grahic Jump LocationTable 4. Test Results in 101 Study Subjects*
Table Grahic Jump LocationTable 5. Factor Analysis of 15-Item Performance-Based Test
Table Grahic Jump LocationTable 3. Characteristics of 101 Study Subjects
Table Grahic Jump LocationTable 1. Characteristics of Tests Used to Evaluate Tremor

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Use interactive graphics and maps to view and sort country-specific infant and early dhildhood mortality and growth failure data and their association with maternal

Critchley  M. Observations on essential (heredofamilial tremor). Brain. 1949;72113- 139
Jager  BV, King  T. Hereditary tremor. Arch Intern Med. 1955;95788- 793
Larsson  T, Sjogren  T. Essential tremor: a clinical and genetic population study. Acta Psychiatr Neurol Scand. 1960;36 (suppl 144) 1- 176
Louis  ED, Ford  B, Wendt  KJ, Cameron  G. Clinical characteristics of essential tremor: data from a population-based cohort. Mov Disord. 1998;13803- 808
Hubble  JP, Busenbark  KL, Pahwa  R, Lyons  K, Koller  WC. Clinical expression of essential tremor: effects of gender and age. Mov Disord. 1997;12969- 972
Louis  ED, Ford  B, Lee  H, Andrews  H. Does a screening questionnaire for essential tremor agree with the physicians' examination? Neurology. 1998;501351- 1357
Elble  RJ. Tremor in ostensibly normal elderly people. Mov Disord. 1998;13457- 464
Deuschl  G, Krack  P, Lauk  M, Timmer  J. Clinical neurophysiology of tremor. J Clin Neurophysiol. 1996;13110- 121
Busenbark  KL, Nash  J, Nash  S, Hubble  JP, Koller  WC. Is essential tremor benign? Neurology. 1991;411982- 1983
Rozzini  R, Frisoni  GB, Ferrucci  L, Barbisoni  P, Bertozzi  B, Trabucchi  M. The effect of chronic diseases on physical function: comparison between activities of daily living scales and the Physical Performance Test. Age Ageing. 1997;26281- 287
Fried  LP, Herdman  SJ, Kuhn  KE, Rubin  G, Turano  K. Preclinical disability: hypotheses about the bottom of the iceberg. J Aging Health. 1991;2285- 300
Louis  ED, Ford  B, Pullman  S. Prevalence of asymptomatic tremor in relatives of patients with essential tremor. Arch Neurol. 1997;54197- 200
Reuben  DB, Siu  AL, Kimpau  S. The predictive validity of self-report and performance-based measures of function and health. J Gerontol. 1992;47M106- M110
Hunt  LA, Murphy  CF, Carr  D, Duchek  JM, Buckles  V, Morris  JC. Reliability of the Washington University Road Test: a performance-based assessment for drivers with dementia of the Alzheimer type. Arch Neurol. 1997;54707- 712
Kempen  GI, van Heuvelen  MJ, van den Brink  RH.  et al.  Factors affecting contrasting results between self-reported and performance-based levels of physical limitation. Age Aging. 1996;25458- 464
Rautakorpi  I, Takala  J, Martilla  RJ, Sievers  K, Rinne  UK. Essential tremor in a Finnish population. Acta Neurol Scand. 1982;6658- 67
Louis  ED, Ottman  RA, Ford  B.  et al.  The Washington Heights Essential Tremor Study: methodologic issues in essential-tremor research. Neuroepidemiology. 1997;16124- 133
Louis  ED, Ford  B, Pullman  S, Baron  K. How normal is "normal"? mild tremor in a multi-ethnic cohort of normal subjects. Arch Neurol. 1998;55222- 227
Louis  ED, Ford  B, Bismuth  B. Reliability between two observers using a protocol for diagnosing essential tremor. Mov Disord. 1998;13287- 293
Louis  ED, Ford  B, Lee  H, Andrews  H, Cameron  G. Diagnostic criteria for essential tremor: a population perspective. Arch Neurol. 1998;55823- 828
Louis  ED, Wendt  KJ, Pullman  SL, Ford  B. Is essential tremor symmetric? observational data from a community-based study of essential tremor. Arch Neurol. 1998;551553- 1559
Fried  LP, Bandeen-Roche  K, Williamson  JD.  et al.  Functional decline in older adults: expanding methods of ascertainment. J Gerontol. 1996;51AM206- M214
Pullman  SL, Elibol  B, Fahn  S. Modulation of parkinsonian tremor by radial nerve palsy. Neurology. 1994;441861- 1864
Trosch  RL, Pullman  SL. Botulinum toxin A in the treatment of hand tremors. Mov Disord. 1994;9601- 609
Linn  BS, Linn  MW, Gurel  L. Cumulative Illness Rating Scale. J Am Geriatr Soc. 1968;16622- 626
Stern  Y, Sano  M, Paulson  J, Mayeux  R. Modified Mini-Mental State Examination: validity and reliability [abstract]. Neurology. 1987;37 (suppl 1) 179
Hamilton  M. The assessment of anxiety states by rating. Br J Med Psychol. 1959;3250- 55
Spielberger  CD, Gorsuch  RL, Lushene  RE. State-Trait Anxiety Inventory.  Palo Alto, Calif Consulting Psychologists Press1970;
Katz  SC, Ford  AB, Moskowitz  RW.  et al.  Studies of illness in the aged: the index of ADL: a standardized measure of biological and psychosocial function. JAMA. 1963;185914- 919
Lawton  MP, Brody  EM. Assessment of older people: self-maintaining and instrumental activities of daily living. Gerontologist. 1969;9179- 186
Daniel  WW. Biostatistics: A Foundation for Analysis in the Health Sciences.  New York, NY John Wiley & Sons Inc1991;87- 97
Kleinbaum  DG, Kupper  LL, Muller  KE. Applied Regression Analysis and Other Multivariable Methods.  Boston, Mass PWS-KENT Publishing Co1988;80- 86
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