The Relationship of Lumbar Flexion to Disability in Patients With Low Back Pain.In a recent article discussing the need for physical therapy research in the area of impairment Impairment 1. A reduction in a company's stated capital. 2. The total capital that is less than the par value of the company's capital stock. Notes: 1. This is usually reduced because of poorly estimated losses or gains. 2. and disability relationships, Jette stated, "Physical therapy clinical research needs to explicitly state and then investigate the nature of the hypothesized relationship between different impairments and specific disabilities. Included in such research is an examination of the impact of changes in impairments on change in disability and the investigation of important covariates that alter these relationships. There is a paucity pau·ci·ty n. 1. Smallness of number; fewness. 2. Scarcity; dearth: a paucity of natural resources. of examples of such research in all the health professions' literature, not only in physical therapy."[1(p969)] Physical therapists routinely assess for impairments of spinal spinal /spi·nal/ (spi´n'l) 1. pertaining to a spine or to the vertebral column. 2. pertaining to the spinal cord's functioning independently from the brain. spi·nal adj. range of motion (ROM) in people with low back pain (LBP LBP In currencies, this is the abbreviation for the Lebanese Pound. Notes: The currency market, also known as the Foreign Exchange market, is the largest financial market in the world, with a daily average volume of over US $1 trillion. ). Battie and colleagues,[2] for example, found that, when a large group of physical therapists in the state of Washington were surveyed, 81% to 93% stated that they would assess spinal ROM, given 3 hypothetical Hypothetical is an adjective, meaning of or pertaining to a hypothesis. See:
adj. That can be presumed or taken for granted; reasonable as a supposition: presumable causes of the disaster. , spinal ROM is examined, in part, to identify impairments of ROM that influence the patient's disability. Identification of impairments is also an integral component of treatment planning In radiotherapy, Treatment Planning is the process in which a team consisting of radiation oncologists, medical radiation physicists and dosimetrists plan the appropriate external beam radiotherapy treatment technique for a patient with cancer. Typically, medical imaging (i.e. in physical therapy.[3] Jette et al[4] reported that increased spinal ROM was a treatment goal in 57% of care episodes for LBP; this goal was the second most frequently cited following the goal of reducing pain. The data of Battie et al[2] and Jette et al[4] suggest that physical therapists believe that spinal ROM and disability are closely linked. Research has indicated, however, that the correlation between spinal ROM and disability is weak. In perhaps the most extensive study of the impairment-disability relationship in patients with LBP, Waddell and colleagues[5] measured different types of impairments (eg, abdominal muscle abdominal muscle Any of the muscles of the front and side walls of the abdominal cavity. Three flat layers—the external oblique, internal oblique, and transverse abdominis muscles—extend from each side of the spine between the lower ribs and the hipbone. performance, spinal ROM) in 120 patients with chronic LBP. Patients also completed a Roland-Morris Back Pain Questionnaire (RMQ RMQ Risk Management Questionnaire ). Among the impairments studied were those affecting lumbar lumbar /lum·bar/ (lum´bar) pertaining to the loins. lum·bar adj. Of, near, or situated in the part of the back and sides between the lowest ribs and the pelvis. flexion flexion /flex·ion/ (flek´shun) the act of bending or the condition of being bent. flex·ion n. 1. The act of bending a joint or limb in the body by the action of flexors. 2. and trunk flexion active range of motion (AROM AROM Active range of movement. See Range of motion. ). Lumbar flexion was measured by the use of an inclinometer positioned on the skin overlying overlying suffocation of piglets by the sow. The piglets may be weak from illness or malnutrition, the sow may be clumsy or ill, the pen may be inadequate in size or poorly designed so that piglets cannot escape. the S2 and then the L1 spinous processes spinous process n. 1. See sphenoidal spine. 2. The dorsal projection from the center of a vertebral arch. spinous process while the patient was upright and again when the spine was fully flexed. A measure of lumbar flexion was then derived by subtracting the values obtained in the starting position from the values obtained in the fully flexed position. The correlation (Pearson r) between lumbar flexion AROM and disability was .44. Total flexion, a measure obtained by positioning an inclinometer on the skin overlying L1 immediately before and after the patient maximally max·i·mal adj. 1. Of, relating to, or consisting of a maximum. 2. Being the greatest or highest possible. n. Mathematics An element in an ordered set that is followed by no other. flexes the spine from a standing position, was also weakly weak·ly adj. weak·li·er, weak·li·est Delicate in constitution; frail or sickly. adv. 1. With little physical strength or force. 2. With little strength of character. correlated cor·re·late v. cor·re·lat·ed, cor·re·lat·ing, cor·re·lates v.tr. 1. To put or bring into causal, complementary, parallel, or reciprocal relation. 2. to disability (r=.47), as measured with the RMQ. The remaining impairments that were assessed (eg, those involving spinal extension, lumbar lordosis lordosis /lor·do·sis/ (lor-do´sis) 1. the anterior concavity in the curvature of the lumbar and cervical spine as viewed from the side. 2. abnormal increase in this curvature. , pelvic pelvic /pel·vic/ (pel´vik) pertaining to the pelvis. pel·vic adj. Of, relating to, or near the pelvis. flexion, spinal lateral flexion) had weaker impairment-disability relationships (Pearson r = .03-.35) compared with the flexion measures. Other authors tend to agree with the work of Waddell et al.[5] Deyo and Diehl[6] found a Pearson r of .48 for the correlation between spinal flexion AROM (using a fingertip-to-floor method) and disability (as measured by the Sickness Impact Profile Sickness Impact Profile Medtalk An instrument used to evaluate perceived health status–quality of life and changes in functional status in Pts being treated for a potentially fatal condition. ).[7] In an earlier study, Waddell and colleagues[8] found that lumbar flexion AROM measurements--obtained using the tape measure method described by Moll and Wright[9]--were weakly correlated (Pearson r =.35) with the Waddell and Main Disability Index. Other studies[10-12] examining the ROM impairment-to-disability relationship for patients with LBP are summarized in Table 1. All studies summarized in Table 1 used linear models to describe the impairment-disability relationship. No studies were found that used nonlinear A system in which the output is not a uniform relationship to the input. nonlinear - (Scientific computation) A property of a system whose output is not proportional to its input. models. The data in Table 1 suggest that impairment-disability relationships are generally weak for patients with LBP and that impaired spinal flexion tends to be the spinal impairment most strongly related to disability. In the studies summarized in Table 1, the researchers only reported point estimates for the correlations. Confidence intervals confidence interval, n a statistical device used to determine the range within which an acceptable datum would fall. Confidence intervals are usually expressed in percentages, typically 95% or 99%. (CIs) were not reported, and it may be that, if interval estimates were reported, they may actually overlap tot many of the studies. Table 1. Relationships Between Spine Range-of-Motion Impairment and Disability in Patients With Low Back Pain
Author Sample Size and Type Disability Measure
Waddell et al[5] 120 patients with Roland-Morris Scale
LBP > 3 mo
Rainville et al[11] 89 patients with Million Visual
LBP > 3 mo Analog Scale
Deyo and Diehl[6] 80 patients, majority Sickness Impact
with acute LBP Profile
Waddell and Main[8] 160 patients with Waddell and Main
LBP > 3 mo Disability Index
Gronblad et al[12] 55 patients with Oswestry Disability
LBP > 3 mo Questionnaire
Deyo[10] 129 patients, Sickness Impact
majority with acute Profile
LBP Roland-Morris
Scale
Range-of-Motion
Author Measure Correlation (r)
Waddell et al[5] Single inclinometer -.47
total flexion
Dual inclinometer -.44
lumbar flexion
Single inclinometer -.33
total
extension
Single inclinometer -.35
average of
right and left
lateral flexion
Rainville et al[11] Dual inclinometer .37
lumbar flexion
Single inclinometer .33
total flexion
Deyo and Diehl[6] Fingertip-to-floor .48(a)
Waddell and Main[8] Tape measure .35
method of Moll
and Wright(9)
Gronblad et al[12] Dual inclinometer .09
lumbar flexion
Dual inclinometer -.30
lumbar extension
Tape measure mean -.24
of right
and left truck
side bending
Single inclinometer .34
mean of
right and left
rotation
Deyo[10] Fingertip-to-floor .30(a)
.42(a)
(a) Spearman spear·man n. A man, especially a soldier, armed with a spear. rho ([Rho]). We found only one study in which the relationship between impairment and disability change scores following treatment was examined. Deyo and Centor[13] examined 114 patients with LBP, 80% of whom had symptoms for less than 1 month. The patients' trunk flexion was assessed using the fingertip-to-floor method, and they completed an RMQ. Scores were obtained at an initial visit and a 3-week follow-up visit. A Pearson r of .29 was found for the correlation between the change in spinal flexion and the change in RMQ scores. Some of the variation in the estimates of the relationship of impairment to disability summarized in Table 1 may be due to the different methods used to measure AROM impairment. There are a variety of methods used to assess lumbar spine Lumbar spine The segment of the human spine above the pelvis that is involved in low back pain. There are five vertebrae, or bones, in the lumbar spine. Mentioned in: Low Back Pain flexion AROM.[14] One instrument used to measure lumbar spine flexion AROM is the inclinometer. At least 2 methods of measurement of spinal flexion AROM using an inclinometer have been described.[5,15,16] One method, recommended in the American Medical Association's Guides to the Evaluation of Permanent Impairment,[15] has been criticized because of the lack of substantive normative nor·ma·tive adj. Of, relating to, or prescribing a norm or standard: normative grammar. nor data that may be used to determine when an impairment of lumbar spine flexion AROM is present.[17] An alternative method for determining lumbar spine flexion AROM has been proposed by Troup and colleagues[16,18] and was used in our study. A reliability study conducted on a sample of 335 subjects, most of whom were asymptomatic a·symp·to·mat·ic adj. Exhibiting or producing no symptoms. Asymptomatic Persons who carry a disease and are usually capable of transmitting the disease but, who do not exhibit symptoms of the disease are said to be , suggested that measurements obtained with this procedure are reliable (Pearson r=.91).[18] One advantage of the method proposed by Troup and colleagues is that a normative database has been developed. The data have been stratified stratified /strat·i·fied/ (strat´i-fid) formed or arranged in layers. strat·i·fied adj. Arranged in the form of layers or strata. by age and sex, and they can be used to determine whether impairment in lumbar flexion AROM is present in patients with LBP.[17] No evidence was found that indicated the inclinometer method used in our study was valid for inferring the actual amount of flexion in the lumbar spine. Evidence does exist to indicate a dual inclinometer method similar to that used in our study is valid based on comparisons with radiographic radiographic (rā´dēōgraf´ik), adj relating to the process of radiography, the finished product, or its use. measurements. Saur et al[19] found that the Pearson r correlation between a dual inclinometer technique and a radiographic measure of lumbar flexion was .98 for 54 patients with LBP. Although a weak linear relationship between lumbar spine flexion AROM and disability has repeatedly been found in heterogeneous groups of patients, physical therapists may still hypothesize hy·poth·e·size v. hy·poth·e·sized, hy·poth·e·siz·ing, hy·poth·e·siz·es v.tr. To assert as a hypothesis. v.intr. To form a hypothesis. that a strong linear relationship between impaired lumbar spine flexion AROM and disability exists for a given patient. We found no studies in the literature that attempted to identify patient characteristics that may influence the impairment-disability relationship. One approach to identifying subgroups of patients with stronger impairment-disability relationships is to determine whether the therapist concludes that the impairment is clinically relevant. Clinical relevance, in this context, deals with whether the therapist believes the impairment is associated with the disability. We believe many therapists not only look for the presence of impairments, they also make judgments of the clinical relevance of the impairments. For example, if a patient reportedly had difficulty with activities that required sitting and bending forward and the therapist found that the patient s lumbar flexion was limited and painful during AROM testing, the therapist may conclude that the limited lumbar flexion is strongly associated with the patient s disability. In this case, the lumbar flexion AROM impairment might be viewed as a clinically relevant impairment. However, if a patient was judged to have limited lumbar flexion AROM, but the patient only had difficulty with walking-related activities, the therapist may conclude that the limited lumbar flexion was not associated with the patient's disability. In this case, the lumbar flexion AROM impairment would not be considered clinically relevant. We suspected that the linear relationship between lumbar flexion AROM impairment and disability would be stronger for patients judged to have a clinically relevant impairment of lumbar flexion AROM compared with patients whose lumbar flexion AROM measure was judged to be not relevant to their disability. We also used a normative data approach to assess the lumbar flexion AROM impairment-disability relationship. Because the method used to collect data in this study was identical to the method used by Troup et al[16] and Sullivan et al,[17] we could compare our data with the normative data. Theoretically, patients with more severe limitations in lumbar flexion AROM should demonstrate a stronger impairment-disability relationship than patients whose AROM is judged to be "normal" based on the normative data. We suspected that patients whose lumbar flexion AROM was greater than 1 standard deviation In statistics, the average amount a number varies from the average number in a series of numbers. (statistics) standard deviation - (SD) A measure of the range of values in a set of numbers. below that of an age- and sex-matched normative sample would have a stronger impairment-disability relationship than patients who were within 1 standard deviation of the mean for the normative data. The purpose of our study was to assess the relationship between lumbar flexion AROM impairment and disability from 3 perspectives. First, we determined the relationship between lumbar flexion AROM impairment and disability for the entire sample. Second, we compared the impairment-disability relationship for patients judged to have a clinically relevant impairment with that of patients judged not to have a clinically relevant impairment. Third, we compared the impairment-disability relationship for patients judged to have limited lumbar flexion AROM based on normative data with that of patients judged not to have limited flexion AROM. The relationships were examined for measurements of lumbar flexion AROM and disability obtained when patients were admitted to the study and for the change scores derived from measurements obtained at admission and at discharge. We tested several hypotheses: 1. We hypothesized that patients who were judged by the participating therapists to have a clinically relevant loss of lumbar flexion AROM would have a stronger lumbar flexion AROM impairment-disability relationship than patients who were not judged to have a clinically relevant impairment of lumbar flexion AROM. The first hypothesis was tested using the lumbar flexion AROM impairment and disability scores obtained during the patients' first visit for physical therapy. 2. We hypothesized that the changes in the impairment and disability scores of patients judged to have clinically relevant lumbar flexion AROM impairments would be more strongly correlated than the change in the scores of patients judged not to have a clinically relevant lumbar flexion AROM impairment. We tested this hypothesis by using the change scores derived from admission and discharge measures. 3. We hypothesized that patients with limited lumbar flexion AROM, based on a normative data comparison, would have a stronger impairment-disability relationship than patients who did not have limited lumbar flexion AROM. The third hypothesis was tested using the lumbar flexion AROM impairment and disability scores obtained during the patients' first visit for physical therapy. 4. We hypothesized that changes in the impairment and disability scores of patients judged to have limited lumbar flexion AROM at admission, based on normative data, would be more strongly correlated than the change in the scores of patients judged not to have limited lumbar flexion AROM impairment. First, we used the flexion AROM measurements obtained at admission to identify 2 groups of patients: those whose AROM was limited and those who did not have limited AROM based on a normative data comparison. Second, the hypothesis was tested by using the change in the admission and disability scores for the 2 groups. Method Design This was a pretreatment-posttreatment observational study In statistics, the goal of an observational study is to draw inferences about the possible effect of a treatment on subjects, where the assignment of subjects into a treated group versus a control group is outside the control of the investigator. . Data were collected at 2 points in time: on the day of the initial evaluation and on the day the patient was discharged from physical therapy. We used the discharge data because we believed these data would maximize the variance in change scores. Some patients were likely to change slightly or not at all, whereas others were expected to show large changes in AROM and disability. The mean time between admission and discharge was 51 days (SD = 41 days, range = 2-210 days). Sample Subjects. A sample of convenience was chosen by recruiting consecutive patients who met the inclusion criteria
Inclusion criteria are a set of conditions that must be met in order to participate in a clinical trial. at 5 outpatient outpatient /out·pa·tient/ (-pa-shent) a patient who comes to the hospital, clinic, or dispensary for diagnosis and/or treatment but does not occupy a bed. out·pa·tient n. physical therapy offices (3 facilities were located in Virginia and 2 facilities were located in New York New York, state, United States New York, Middle Atlantic state of the United States. It is bordered by Vermont, Massachusetts, Connecticut, and the Atlantic Ocean (E), New Jersey and Pennsylvania (S), Lakes Erie and Ontario and the Canadian province of ). Inclusion criteria were: patients must be between the ages of 18 and 75 years, patients must be able to read English, and patients must be referred to one of the participating facilities for treatment of LBP with or without sciatica sciatica (sīăt`ĭkə), severe pain in the leg along the sciatic nerve and its branches. It may be caused by injury or pressure to the base of the nerve in the lower back, or by metabolic, toxic, or infectious disease. . Low back pain was defined as any pain posterior posterior /pos·ter·i·or/ (pos-ter´e-er) directed toward or situated at the back; opposite of anterior. pos·te·ri·or adj. 1. Located behind a part or toward the rear of a structure. to the midaxillary line between T12 and the gluteal folds gluteal fold n. A prominent fold on the back of the upper thigh that marks the upper limit of the thigh from the lower limit of the buttock. . Sciatica was defined as any lower-extremity pain that was believed to be associated with LBP, as determined by either the referring physician or the physical therapist. Patients with any of the following conditions, as determined by the referring physician, were excluded: spondylolysis, spondylolisthesis spondylolisthesis /spon·dy·lo·lis·the·sis/ (-lis´the-sis) forward displacement of a vertebra over a lower segment, usually of the fourth or fifth lumbar vertebra due to a developmental defect in the pars interarticularis. , infectious arthritis Infectious Arthritis Definition Infectious arthritis, which is sometimes called septic arthritis or pyogenic arthritis, is a serious infection of the joints characterized by pain, fever, occasional chills, inflammation and swelling in one or more , spinal tumor Spinal tumors are neoplasms located in the spinal cord. They are mostly metastases from primary cancers elsewhere (commonly breast, prostate and lung cancer). Primary tumors may be benign (e.g. hemangioma) or malignant in nature. , ankylosing spondylitis Ankylosing Spondylitis Definition Ankylosing spondylitis (AS) refers to inflammation of the joints in the spine. AS is also known as rheumatoid spondylitis or Marie-Strümpell disease (among other names). , or idiopathic idiopathic /id·io·path·ic/ (id?e-o-path´ik) self-originated; occurring without known cause. id·i·o·path·ic adj. 1. Of or relating to a disease having no known cause; agnogenic. scoliosis Scoliosis Definition Scoliosis is a side-to-side curvature of the spine. Description When viewed from the rear, the spine usually appears perfectly straight. . Patients who had spinal surgery or who had neurological neurological, neurologic pertaining to or emanating from the nervous system or from neurology. neurological assessment evaluation of the health status of a patient with a nervous system disorder or dysfunction. findings were admitted to the study. Between June 1994 and March 1995, a total of 116 patients were admitted to this study (Tab. 2). Thirty-five patients, at some point in their rehabilitation rehabilitation: see physical therapy. , did not return for completion of physical therapy treatment and for follow-up measures. Eighty-one patients were followed from the day of their initial physical therapy evaluation until they were discharged from physical therapy. Table 2. Characteristics of the Patients Who Completed the Study and Those Who Did Not Complete the Study
Patients Who Completed
the Study
(n=81)
[bar]X SD Range
Age (y) 39.6 12.6 18-70
Sex (frequency)
Male 33
Female 48
Pain duration (d) 244.6 579.9 3-3,870
Formal education (y) 13.6 3.5 2-20
Workers' compensation (frequency)
Yes 21
No 59
10-cm visual analog pain scale 4.3 2.5 0-9.8
Flexion AROM(b) measure 15.9 8.9 -3-37
RMQ(c) score 10.1 4.6 1-22
Pain below knee (%) 29.6
Patients Who Did Not
Complete the Study
(n=35)
[bar]X SD Range
Age (y) 37.54 10 19-57
Sex (frequency)
Male 21
Female 14
Pain duration (d) 302.5 579.6 2-2,959
Formal education (y) 13.5 2.7 10-21
Workers' compensation (frequency)
Yes 9
No 24
10-cm visual analog pain scale 5.1 2.3 1-10
Flexion AROM(b) measure 13.2 10.2 -8-43
RMQ(c) score 12.5 5.5 0-21
Pain below knee (%) 28.6
Value of Value of
Statistics (t) P
Age (y) .8 1.0
Sex (frequency)
Male 3.64(a) .06
Female
Pain duration (d) .45 1.0
Formal education (y) 0 1.0
Workers' compensation (frequency)
Yes .01(a) .91
No
10-cm visual analog pain scale 1.7 .48
Flexion AROM(b) measure 1.32 1.0
RMQ(c) score 2.3 .12
Pain below knee (%) .38(a) .54
(a) [chi square chi square (kī), n a nonparametric statistic used with discrete data in the form of frequency count (nominal data) or percentages or proportions that can be reduced to frequencies. ] statistic statistic, n a value or number that describes a series of quantitative observations or measures; a value calculated from a sample. statistic a numerical value calculated from a number of observations in order to summarize them. . (b) AROM = active range of motion. (c) RMQ=Roland-Morris Back Pain Questionnaire. Physical therapists. A total of 15 physical therapists ([bar]X = 10.2 years of experience, SD = 3 years, range = 2-20 years) participated in this study. Three clinics each employed 2 therapists, 4 therapists worked at 1 clinic, and 5 therapists worked at the fifth clinic. One of the 15 therapists was an orthopedic orthopedic /or·tho·pe·dic/ (-pe´dik) pertaining to the correction of deformities of the musculoskeletal system; pertaining to orthopedics. certified See certification. specialist, and all therapists routinely treated patients with orthopedic problems. At the time of the study, all physical therapists worked full time in the participating outpatient orthopedic settings. Procedure Physical therapists employed at the participating facilities recruited patients who met the inclusion criteria. After agreeing to participate, each patient signed an informed consent form and completed 2 questionnaires: a brief demographic questionnaire and the RMQ.[20,21] Instructions for completion of the RMQ were printed according to according to prep. 1. As stated or indicated by; on the authority of: according to historians. 2. In keeping with: according to instructions. 3. the methods described by the questionnaire's originators. Two 10-cm visual analog scales--one for current LBP and the other for pain other than LBP--were attached to the RMQ and used for descriptive purposes only. After each patient completed the RMQ, the therapist took the patient history and assessed the patient's lumbar spine AROM using whatever methods the therapist was accustomed to using. In addition, all therapists completed their examinations using whatever procedures the therapists were accustomed to using. On a form, the therapist identified the procedure(s) used to assess lumbar spine flexion. The therapist was also asked a 2-part yes-no question Noun 1. yes-no question - a question that can be answered by yes or no interrogation, interrogative, interrogative sentence, question - a sentence of inquiry that asks for a reply; "he asked a direct question"; "he had trouble phrasing his interrogations" on the form. The first part of the question was "From your initial examination of this patient, is it your judgment that the patient's lumbar spine AROM is less than normal?" The second part of the question was "If you answered `yes,' is it your judgment that the patient's lumbar spine flexion AROM impairment is relevant to the patient's current LBP and the associated disability?" A response of "yes" to both parts of the question indicated the presence of a clinically relevant impairment of lumbar spine flexion AROM. A response of "no" to either part of the question indicated that a clinically relevant impairment of lumbar spine flexion AROM was not present. The methods used by the therapists to determine whether a clinically relevant impairment of lumbar spine flexion AROM was present are summarized in Table 3. Table 3. Examination Methods Used by Physical Therapists to Determine the Presence of Clinically Relevant Impairments of Lumbar Spine Flexion Active Range of Motion
% of Physical
Therapists
Indicating
Examination Method Used Use of Method
Gross movement observation 100
Movement pattern observation 93
Correlation of observation with patient history 89.6
Movement hesitation observation 84.3
Patient verbalization of pain 79.1
Segmental movement observation 68.7
Movement velocity observation 66.1
Palpation during movement 45.2
Patient nonverbal expression of pain 44.3
Application of overpressure 33
Other 19.1
A total of 36 of the 116 patients were assessed a second time by another physical therapist to determine the intertester reliability of judgments of the clinical relevance of the lumbar AROM impairments. The second therapist was permitted to collect historical information and any other examination data necessary to make a judgment of clinical relevance. The second therapist was unaware of the rating made by the first therapist. A generalized gen·er·al·ized adj. 1. Involving an entire organ, as when an epileptic seizure involves all parts of the brain. 2. Not specifically adapted to a particular environment or function; not specialized. 3. kappa Kappa Used in regression analysis, Kappa represents the ratio of the dollar price change in the price of an option to a 1% change in the expected price volatility. Notes: Remember, the price of the option increases simultaneously with the volatility. statistic ([Kappa]) was calculated to describe the reliability of judgments of the clinical relevance of impairments of lumbar flexion AROM. The generalized kappa statistic is a coefficient coefficient /co·ef·fi·cient/ (ko?ah-fish´int) 1. an expression of the change or effect produced by variation in certain factors, or of the ratio between two different quantities. 2. of agreement for nominal measurements that corrects for chance agreement.[22] The generalized kappa value for repeated assessments of the relevance of lumbar flexion impairments was .84 (standard error=.11). The 36 patients assessed for intertester reliability were the first 12 patients seen in 3 of the 5 participating clinics. Following the judgment of clinical relevance, the therapist used a digital inclinometer(*) that measures angles in 1-degree increments to measure lumbar spine flexion AROM. The inclinometer measurement of lumbar spine flexion AROM was taken according to the procedure described by Sullivan et al.[17] The patient wore a hospital gown A hospital gown (also known as a patient gown, exam gown, johnny shirt or johnny gown) is a short-sleeved, thigh-length garment worn by patients in hospitals or other medical facilities. over his or her undergarments. The patient was seated on the edge of a chair with the feet firmly on the floor and the knees spread comfortably apart. The patient was then asked by the therapist to bend at the waist as far forward as was tolerable tol·er·a·ble adj. 1. Capable of being tolerated; endurable. 2. Fairly good; passable. See Synonyms at average. tol given the patient's symptoms. While the patient sat in this position, the examiner found S1 in the following manner: (1) The iliac crests iliac crest n. The long, curved upper border of the wing of the ilium. of the patient were palpated, (2) the therapist then found the spinal segment that was intersected by the imaginary line In general, an imaginary line is any sort of line that has only an abstract definition, and does not exist in fact. As a geographical concept, an imaginary line may serve as an arbitrary division (such as a border). connecting the iliac crests, which was assumed to be the L4-5 motion segment, (3) the examining therapist then counted down 2 spinous processes, placed the upper edge of the inclinometer on S1, positioned the inclinometer so it also rested on S2, and "zeroed" the inclinometer, and (4) the therapist then counted spinous processes up to T12, placed the upper edge of the inclinometer on T12, positioned the inclinometer so it also rested on L1, and recorded the value of flexion.[17] The participating therapists were given written instructions for taking measurements with the inclinometer and, prior to the start of the study, were allowed to practice this measurement until they were comfortable with the procedure. Therapists were unaware of the RMQ scores when taking either the clinical relevance measurements or the inclinometer measurements. Intratester reliability for the inclinometer of clinical relevance measurements was not assessed because we were unable to control the bias present when testers are aware of scores obtained previously on a patient. A total of 36 of the 116 patients were reassessed by another physical therapist immediately after the first therapist completed measurements. These were the same 36 patients assessed for the intertester reliability of clinical relevance assessments. The second therapist was unaware of the measurements obtained by the first therapist. The intraclass correlation In statistics, the intraclass correlation (or the intraclass correlation coefficient[1]) is a measure of correlation, consistency or conformity for a data set when it has multiple groups. coefficient (ICC ICC See: International Chamber of Commerce [2,1]) was calculated to describe reliability.[23] The ICC (2,1) was .75 (95% CI=.56 to .86). Patients then underwent physical therapy for their LBP. We did not study physical therapy treatments received by these patients. At the time of discharge from physical therapy, patients were asked to complete the RMQ again. At this time, another measurement of lumbar spine flexion AROM was taken with the inclinometer. In most cases, the same therapist took both admission and discharge inclinometer measurements on a patient. Data Analysis A Pearson r correlation was calculated to describe the association between lumbar flexion AROM and disability scores obtained at admission for the sample with complete data (n=81). A Pearson r was also calculated to describe the association between changes in the scores for AROM and disability derived from admission and discharge measures. For each hypothesis, Pearson r correlations were calculated for the subgroups of patients identified in each hypothesis. A Fisher's Z transformation statistic[24] was used to determine whether the relationship between disability and impairment was stronger for the subgroup sub·group n. 1. A distinct group within a group; a subdivision of a group. 2. A subordinate group. 3. Mathematics A group that is a subset of a group. tr.v. of patients identified in each hypothesis. Using the Bonferroni procedure, the 1-tailed alpha level was set at .01 so that the Fisher's Z test could correct for multiple comparisons.[25] Results The correlation (r) between the inclinometer measurements of lumbar spine flexion AROM and RMQ disability scores was -.25 (95% CI=-.44 to -.03). The correlation was negative because, as AROM increased, the RMQ scores tended to decrease. The correlation (r) between lumbar spine flexion and RMQ change scores was .35 (95% CI=.14 to .53). Change scores were derived by subtracting AROM scores at admission (usually the smaller number) from AROM scores at discharge. Disability change scores were derived by subtracting the discharge score (usually the smaller number) from the admission score. For hypothesis 1, the correlation (r) between lumbar spine flexion AROM impairment and disability for patients judged to have a clinically relevant impairment (n=63) was -.11 (95% CI=-.13 to .1). The correlation (r) between lumbar spine flexion AROM and disability for patients judged not to have a clinically relevant impairment (n=18) was -.39 (95% CI=-.68 to .01). For hypothesis 2, the correlation (r) between lumbar spine flexion AROM change scores and disability change scores for patients judged to have a clinically relevant impairment (n=63) was .36 (95% CI=.16 to .53). The correlation (r) between lumbar spine flexion AROM change scores and disability change scores for patients judged not to have a clinically relevant impairment (n=18) was .19 (95% CI=-.23 to .55). For hypothesis 3, the correlation (r) between lumbar spine flexion AROM measures and RMQ disability measures for patients who had limited AROM based on normative data (n=38) was .05 (95% CI=-.22 to .33). The correlation (r) between lumbar spine flexion AROM measures and disability measures for patients Whose AROM was not limited based on normative data (n=43) was -.26 (95% CI=-.48 to 0). For hypothesis 4, the correlation (r) between lumbar spine flexion AROM change scores and disability change scores for patients who had limited AROM at admission, based on normative data (n=38), was .14 (95% CI=-.14 to .40). The correlation (r) between lumbar spine flexion AROM change scores and disability change scores for patients who did not have limited AROM at admission, based on normative data (n=43), was .19 (95% CI=-.06 to .42). All comparisons tested for the 4 hypotheses were not statistically significant (P [is greater than] .01). Discussion We were surprised to find that none of our hypotheses were supported. The size of the linear relationship between flexion AROM impairment and disability in patients with LBP was not influenced by therapists' belief that the limited flexion is an important contributor to the patient's disability or that the motion is truly limited based on a normative data comparison. These data provide further support for the notion that therapists should measure both AROM and disability in patients with LBP. One measure is clearly not a surrogate surrogate n. 1) a person acting on behalf of another or a substitute, including a woman who gives birth to a baby of a mother who is unable to carry the child. 2) a judge in some states (notably New York) responsible only for probates, estates, and adoptions. for the other. Therapists interested in documenting changes in a patient's disability with treatment should probably not restrict their observations to changes in the patient's AROM impairments. We did not conduct a power analysis prior to the study. We had no evidence to estimate the effects of the clinical relevance or true motion limitation judgments on the impairment-disability relationship. In an a posteriori [Latin, From the effect to the cause.] A posteriori describes a method of reasoning from given, express observations or experiments to reach and formulate general principles from them. This is also called inductive reasoning. analysis, we calculated the power for the data collected for hypothesis 2 (comparison of coefficients for change scores of patients who either had or did not have a clinically relevant impairment of lumbar flexion). We calculated power for this hypothesis because the magnitude of the coefficients was consistent with our hypothesis. That is, the Pearson correlation coefficient Correlation Coefficient A measure that determines the degree to which two variable's movements are associated. The correlation coefficient is calculated as: for the patients with a clinically relevant impairment was larger than for the patients who did not have a clinically relevant lumbar flexion impairment. For hypotheses 1 and 3, the group we speculated would have the larger Pearson correlation coefficient (patients with clinically relevant impairments for hypothesis 1 and patients with limited AROM based on a normative data comparison for hypothesis 3) actually had a smaller Pearson correlation coefficient than did the comparison group. The power for hypothesis 2 was 20%, and approximately 360 patients per group would have been needed to detect a difference among the 2 groups. We did not have an adequate sample size to detect statistically significant differences in impairment-disability correlations among the groups examined. However, given the CIs for most correlations in the study, we do not believe another study with a larger sample size is warranted. In most cases, the CIs for the correlation coefficients suggest that, at best, lumbar flexion measures explain only about 20% of the variance in disability. Given our results, it does not appear that a larger sample would have an appreciable ap·pre·cia·ble adj. Possible to estimate, measure, or perceive: appreciable changes in temperature. See Synonyms at perceptible. impact on the clinical importance of the results. Data obtained by Jette et al[4] indicate that therapists frequently establish treatment goals of increasing a patient's spinal ROM. Presumably, therapists believe that changes in AROM represent clinically meaningful changes. Our study suggests that changes in lumbar flexion AROM are only weakly associated (or in some cases, not associated at all) with changes in disability. Therefore, therapists should not assume that impairment and disability are strongly linked either at admission or during treatment. To further examine the impairment-disability relationship, we conducted an a posteriori analysis of the relationship between lumbar flexion AROM and RMQ disability measurements obtained at discharge. The measurements were not normally distributed, so we used a Spearman rho correlation ([Rho]) and found that flexion AROM and disability are also not correlated at discharge (estimated [Rho]=.08). The relationship between lumbar flexion AROM impairment and disability found in this study was generally slightly weaker than the relationships reported in the literature and summarized in Table 1. The most likely explanation for this weaker relationship is the somewhat lower reliability found for our method of measuring lumbar flexion. Other authors[5,26] have reported intertester reliability coefficients (IGC (Integrated Graphics Controller) The inclusion of the video display circuitry on the motherboard. An IGC is typically contained in the chipset, such as the Northbridge. See integrated graphics and IGP. IGC - Institute for Global Communications [1,1]) on the order of .9 or higher for flexion measurements used in the studies summarized in Table 1. Our intertester reliability was .75, suggesting that a somewhat larger amount of error was present in our measurements compared with those of other studies. This extra error may have contributed to the somewhat low correlations between lumbar flexion AROM impairment and disability as compared with correlations for other measures reported in the literature. A strength of our method of measuring lumbar spine flexion AROM was that it allowed us to compare our data with a database of over 1,000 asymptomatic subjects grouped by age and sex. This is the first study that we are aware of that has used normative data to examine impairment-disability relationships in patients with LBP. The results were disappointing. Patients with limited lumbar flexion AROM, based on a normative data comparison, did not have a stronger impairment-disability relationship than patients whose AROM was not limited. We found there was essentially no relationship between impairment and disability (Pearson r=.05) in patients with limited lumbar spine flexion (n=38). This low correlation may have been due, in part, to a truncated truncated adjective Shortened range in the measurements for patients who had greater than a one-standard deviation DEVIATION, insurance, contracts. A voluntary departure, without necessity, or any reasonable cause, from the regular and usual course of the voyage insured. 2. limitation in motion compared with the database. A truncated range in the measurements would lead to a smaller variance and deflated de·flate v. de·flat·ed, de·flat·ing, de·flates v.tr. 1. a. To release contained air or gas from. b. To collapse by releasing contained air or gas. 2. coefficients. The AROM of patients whose motion was judged to be limited based on the normative data ranged from -3 degrees to 17 degrees (range=20 [degrees]). The AROM of patients whose motion was judged to be normal based on normative data ranged from 15 to 37 degrees (range=22 [degrees]). The RMQ scores were also fairly evenly distributed across the possible range of scores. Truncated AROM or RMQ scores are not likely to be an explanation for the very low correlation between AROM impairment and disability in patients with limited motion. Another factor that could explain the low correlations between impairment and disability was that the relationship may be better explained with a nonlinear model. We did not find any literature that examined whether a nonlinear model could better explain the impairment-disability relationship in patients with LBP as compared with a linear model. Literature exists to support the contention that nonlinear models may better explain impairment and disability relationships for some conditions.[27,28] In an a posteriori analysis, we used SPSS A statistical package from SPSS, Inc., Chicago (www.spss.com) that runs on PCs, most mainframes and minis and is used extensively in marketing research. It provides over 50 statistical processes, including regression analysis, correlation and analysis of variance. 7.5([dagger]),[29] to calculate curve estimations for several nonlinear models. We tested quadratic quadratic, mathematical expression of the second degree in one or more unknowns (see polynomial). The general quadratic in one unknown has the form ax2+bx+c, where a, b, and c are constants and x is the variable. , cubic, compound, growth, exponential 1. (mathematics) exponential - A function which raises some given constant (the "base") to the power of its argument. I.e. f x = b^x If no base is specified, e, the base of natural logarthims, is assumed. 2. , and logistic lo·gis·tic also lo·gis·ti·cal adj. 1. Of or relating to symbolic logic. 2. Of or relating to logistics. [Medieval Latin logisticus, of calculation nonlinear models. We calculated [r.sup.2] and conducted F tests on the models for the entire sample and for the groups of patients judged to either have or not have a clinically relevant lumbar flexion impairment. We also assessed nonlinear relationships for the groups of patients with either limited or normal AROM based on the normative data comparison. In all cases, the F test value was essentially the same or greater for the linear model compared with the other models tested. In some cases, the [r.sup.2] value increased slightly for some nonlinear models but not without a reduction in the F test value. We found no evidence to indicate that nonlinear models explain more variance, but we were limited by a relatively small sample. There are notable limitations to this study. Our determinant determinant, a polynomial expression that is inherent in the entries of a square matrix. The size n of the square matrix, as determined from the number of entries in any row or column, is called the order of the determinant. for a clinically relevant impairment of lumbar spine flexion AROM was not examined for validity. We do not know, for example, whether those patients judged to have a clinically relevant impairment of flexion were substantively different from patients judged not to have a clinically relevant impairment. We were able to determine whether the flexion AROM measurements obtained from the 2 groups were different. We conducted an a posteriori analysis to determine whether the lumbar flexion AROM of the patients judged to have a clinically relevant impairment was significantly different from that of patients judged not to have a clinically relevant impairment. The mean AROM for patients judged to have clinically relevant AROM limitations was 14.7 degrees, whereas the AROM for patients who did not have a clinically relevant impairment was 20.4 degrees. A t test comparing the 2 means was statistically significant ([t.sub.78]=2.4, P=.02). The t-test results suggest that the 2 groups are different in the amount of lumbar spine motion present; however, we have no other data to support the usefulness of the clinical relevance measure. We believe, however, that therapists frequently make similar judgments in clinical practice and use the data for decision making. Another limitation was the small sample size. The subgroup of patients judged not to have a clinically relevant flexion impairment, for example, consisted of only 18 patients. The correlation coefficients were likely influenced by the small sample size. Future research should examine larger samples of patients. The study is also limited by the use of the dual inclinometer procedure proposed by Troup and colleagues.[16,18] We believe that this procedure is probably not commonly used in clinical situations, and the results may not apply to flexion AROM measurements obtained using other methods. We did not look at the influence that patient demographic variables (eg, height, weight, sex) may have on the impairment-disability relationship. The literature reviewed in Table 1 did not assess the influence of other variables on the impairment-disability relationship, and we believed that, to make valid comparisons to the work of others, it was important to look at the impairment-disability relationship in isolation. In an a posteriori analysis, we conducted 2 multiple regression Multiple regression The estimated relationship between a dependent variable and more than one explanatory variable. analyses to determine whether the impairment-disability relationship changed when we controlled for the effects of age, sex, height, and weight in the models. We conducted an analysis using admission scores and one using change scores for the entire sample (n=81). For scores obtained at admission, flexion AROM impairment measurements explained only 1% of the variance in disability when age, height, weight, and sex were controlled. When demographic variables were not controlled, flexion AROM explained 6% of the variance (r=.25) in disability. For change scores, flexion AROM impairment measurements explained 9% of the variance in disability when age, height, weight, and sex were controlled. When these demographic variables were not controlled, the change in flexion AROM impairment explained 12% of the variance (r=.35) in disability change scores. Lumbar flexion AROM impairment explains a very small percentage of the variance in disability, and this small amount of explained variance Explained variance is part of the variance of any residual that can be attributed to a specific condition (cause). The other part of variance is unexplained variance. The higher the explained variance relative to the total variance, the stronger the statistical measure used. becomes even smaller when controlling for patient height, weight, age, and sex. We examined the relationship between a single impairment--lumbar flexion AROM--and disability. We chose this impairment measure because we believe it is the most commonly assessed AROM for patients with LBP and it is the AROM impairment that is generally most closely related to disability (Tab. 1). Waddell et al[5] examined the relationship between multiple impairment measures and disability in a sample of 120 patients with chronic LBP. They found that, when a combination of impairment measures (lumbar flexion, trunk flexion, extension, lateral flexion, straight leg raise The Straight leg raise also, called Lasègue sign or Lasègue test, is a test done during the physical examination to determine whether a patient with low back pain has an underlying herniated disk. , tenderness to palpation palpation /pal·pa·tion/ (pal-pa´shun) the act of feeling with the hand; the application of the fingers with light pressure to the surface of the body for the purpose of determining the condition of the parts beneath in physical diagnosis. , and a sit-up procedure) were examined in a multiple regression analysis, only trunk flexion and a palpation assessment were included in the model. The authors found that they were able to explain 30% of the variance in disability with trunk flexion and palpation measures. The authors did not control for other factors that may influence disability such as age and sex nor did they report use of nonlinear models. Future research in the area of impairment and disability relationships should focus on identifying other determinants of disability in people with LBP. Our results and the results of other studies[5,6,9-11] indicate that physical impairments alone explain only a small percentage of the variance in disability associated with LBP. A model of LBP that includes biological, psychological, and social factors has been proposed.[30] Physical therapists may benefit by investigating these factors together as potential determinants of and changes in disability. Comparison of Patients Completing the Study With Those Lost to Follow-up The demographic variables and impairment and disability measurements among study participants (n=81) and those lost to follow-up (n=35) were compared to determine whether there is evidence of sample bias. Continuous variables were compared using an independent t test with Bonferroni correction In statistics, the Bonferroni correction states that if an experimenter is testing n independent hypotheses on a set of data, then the statistical significance level that should be used for each hypothesis separately is 1/n for multiple comparisons.[25] Frequency counts of dichotomous di·chot·o·mous adj. 1. Divided or dividing into two parts or classifications. 2. Characterized by dichotomy. di·chot variables were compared by the use of a chi-square analysis. A 2-tailed test of significance was used for the chi-square analyses with [Alpha] =.01. Table 2 describes the patients who were lost to follow-up and compares demographic and other selected data obtained from these patients with data obtained from the patients who completed the study. There were no significant differences between the study participants and those lost to follow-up for the 9 measures examined. We found no evidence of sample bias or clinically important differences among the 2 groups of subjects in the study. We did not examine the statistical power of these comparisons. There was a higher proportion of male subjects who did not complete the study, but the meaningfulness of this finding is not clear. Conclusion The relationship between flexion AROM impairment and disability in patients with LBP is weak. A weak impairment-disability relationship exists for scores obtained at admission, for change scores derived from admission and discharge measures, and for discharge measures. We were unable to identify subgroups of patients that, theoretically, should have had a stronger impairment-disability relationship. These data suggest that therapists should measure both impairment and disability when examining and treating patients with LBP. Impairment and disability measures should not serve as surrogate measures for each other. These data also call into question the use of lumbar flexion AROM measures as treatment goals when the goal of treatment is to resolve functional limitation and disability. (*) The Saunders Saun´ders n. 1. See Sandress. Group, 4250 Norex Dr, Chaska, MN 55318 ([dagger]) SPSS Inc, 444 N Michigan Ave, Chicago, IL 60611. References [1] Jette AM. Outcomes research: shifting the dominant research paradigm in physical therapy. Phys Ther. 1995;75:965-970. [2] Battie MC, Cherkin DC, Dunn R, et al. Managing low back pain: attitudes and treatment preferences of physical therapists. Phys Ther. 1994;74:219-226. [3] Dekker J, van Baar ME, Curfs EC, Kerssens JJ. Diagnosis and treatment in physical therapy: an investigation of their relationship. Phys Ther. 1993;73:568-577. [4] Jette AM, Smith K, Haley SM, Davis KD. Physical therapy episodes of care for patients with low back pain. Phys Ther. 1994;74:101-110. [5] Waddell G, Somerville D, Henderson I, Newton M. Objective clinical evaluation clinical evaluation Medtalk An evaluation of whether a Pt has symptoms of a disease, is responding to treatment, or is having adverse reactions to therapy of physical impairment in chronic low back pain. Spine. 1992; 17:617- 628. [6] Deyo RA, Diehl AK. Measuring physical and psychosocial psychosocial /psy·cho·so·cial/ (si?ko-so´shul) pertaining to or involving both psychic and social aspects. psy·cho·so·cial adj. Involving aspects of both social and psychological behavior. function in patients with low-back pain. Spine. 1983;8:635-642. [7] Bergner M, Bobbitt RA, Carter WB, Gilson BS. The Sickness Impact Profile: development and final revision of a health status measure. Med Care. 1981;19:787-805. [8] Waddell G, Main CJ. Assessment of severity in low-back disorders. Spine. 1984;9:204-208. [9] Moll JM, Wright V. Normal range of spinal mobility: an objective clinical study. Ann Rheum rheum (rldbomacm) any watery or catarrhal discharge. rheum n. A watery or thin mucous discharge from the eyes or nose. rheum any watery or catarrhal discharge. Dis. 1971;30:381-386. [10] Deyo RA. Comparative validity of the Sickness Impact Profile and shorter scales for functional assessment in low-back pain. Spine. 1986;11:951-954. [11] Rainville J, Sobel JB, Hartigan C. Comparison of total lumbosacral flexion and true lumbar flexion measured by a dual inclinometer technique. Spine. 1994;19:2698-2701. [12] Gronblad M, Hurri H, Kouri JP. Relationships between spinal mobility, physical performance tests, pain intensity, and disability assessments in chronic low back pain patients. Scand J Rehabil Med. 1997;29:17-24. [13] Deyo RA, Centor RM. Assessing the responsiveness of functional Scales to clinical change: an analogy analogy, in biology, the similarities in function, but differences in evolutionary origin, of body structures in different organisms. For example, the wing of a bird is analogous to the wing of an insect, since both are used for flight. to diagnostic test performance. J Chronic Dis. 1986;39:897-906. [14] Pearcy M. Measurement of back and spinal mobility. Clin Biomech. 1986;1:44-51. [15] Guides to the Evaluation of Permanent Impairment. 3rd ed. Chicago, Ill: American Medical Association American Medical Association (AMA), professional physicians' organization (founded 1847). Its goals are to protect the interests of American physicians, advance public health, and support the growth of medical science. ; 1990:78. [16] Troup JD, Foreman TK, Baxter CE, Brown D. The perception of back pain and the role of psychophysical psychophysical /psy·cho·phys·i·cal/ (-fiz´i-k'l) pertaining to the mind and its relation to physical manifestations. psy·cho·phys·i·cal adj. 1. Of or relating to psychophysics. tests of lifting capacity. Spine. 1987;12:645-657. [17] Sullivan MS, Dickinson CE, Troup JD. The influence of age and gender on lumbar spine sagittal plane sagittal plane n. A longitudinal plane that divides the body of a bilaterally symmetrical animal into right and left sections. sagittal plane, n range of motion: a study of 1126 healthy subjects. Spine. 1994;19:682-686. [18] Griffin AB, Troup JD, Lloyd DC. Tests of lifting and handling capacity: their repeatability and relationship to back symptoms. Ergonomics ergonomics, the engineering science concerned with the physical and psychological relationship between machines and the people who use them. The ergonomicist takes an empirical approach to the study of human-machine interactions. . 1984;27:305-320. [19] Saur PM, Ensink FB, Frese K, et al. Lumbar range of motion: reliability and validity of the inclinometer technique in the clinical measurement of trunk flexibility. Spine. 1996;21:1332-1338. [20] Roland M, Morris R. A study of the natural history of low-back pain, part II: development of guidelines guidelines, n.pl a set of standards, criteria, or specifications to be used or followed in the performance of certain tasks. for trials of treatment in primary care. Spine. 1983;8:145-150. [21] Roland M, Morris R. A study of the natural history of back pain, part I: development of a reliable and sensitive measure of disability in low-back pain. Spine. 1983;8:141-144. [22] Fleiss JL. Measuring nominal scale See: principal scale; scale. agreement among many raters. Psychol Bull. 1971 ;76:378-382. [23] Shrout PE, Fleiss JL. Intraclass correlations: uses in assessing rater rat·er n. 1. One that rates, especially one that establishes a rating. 2. One having an indicated rank or rating. Often used in combination: a third-rater; a first-rater. reliability. Psychol Bull. 1979;86:420-428. [24] Kleinbaum DG, Kupper LL, Muller Mul·ler , Hermann Joseph 1890-1967. American geneticist. He won a 1946 Nobel Prize for the study of the hereditary effect of x-rays on genes. Mül·ler , Johannes Peter 1801-1858. KE. Applied Regression Analysis In statistics, a mathematical method of modeling the relationships among three or more variables. It is used to predict the value of one variable given the values of the others. For example, a model might estimate sales based on age and gender. and Other Multivariable Methods. 2nd ed. Boston, Mass: PWS-Kent Publishing Co; 1988. [25] Wassertheil-Smoller S. Biostatistics biostatistics /bio·sta·tis·tics/ (-stah-tis´tiks) biometry. bi·o·sta·tis·tics n. The science of statistics applied to the analysis of biological or medical data. and Epidemiology epidemiology, field of medicine concerned with the study of epidemics, outbreaks of disease that affect large numbers of people. Epidemiologists, using sophisticated statistical analyses, field investigations, and complex laboratory techniques, investigate the cause : A Primer for Health Professionals. New York, NY: Springer-Verlag; 1990. [26] Gauvin MG, Riddle riddle, puzzling question, specifically one that consists of a fanciful description or definition of something to be guessed. A famous riddle was asked by the Sphinx: "What goes on four legs in the morning, on two at noon, on three at night?" Oedipus guessed the DL, Rothstein JM. The reliability of clinical measurements of forward bending forward bending, n flexion of the spine. using the modified fingertip-to-floor method. Phys Ther. 1990;70:443-447. [27] Buchner DM, Beresford SA, Larson EB, et al. Effects of physical activity on health status in older adults, II: intervention studies intervention studies, n.pl the epidemiologic investigations designed to test a hypothesized cause and effect relation by modifying the supposed causal factor(s) in the study population. . Annu Rev Public Health. 1992;13:469-488. [28] Jette AM, Assmann SF, Rooks Rooks can refer to: People:
[29] SPSS Professional Statistics 7.5. Chicago, Ill: SPSS Inc; 1997:11-18. [30] Waddell G. A new clinical model for the treatment of low-back pain. Spine. 1987;12:632-644. M Scott Sullivan Scott Sullivan can refer to:
MS Sullivan, PT, PhD, was Associate Professor, Department of Physical Therapy, School of Allied Health Professions, Medical College of Virginia History The school was founded in 1838 as the Medical Department of Hampden-Sydney College. It received an independent charter from the General Assembly in 1854 and became the Medical College of Virginia, and shortly thereafter transferred all its property to the Commonwealth Campus, Virginia Commonwealth University Formed by a merger between the Richmond Professional Institute and the Medical College of Virginia in 1968, VCU has a medical school that is home to the nation's oldest organ transplant program. , when this study was conducted. LD Shoaf, PT, MS, is Assistant Professor, Department of Physical Therapy, School of Allied Health Professions, Medical College of Virginia Campus, Virginia Commonwealth University. DL Riddle, PT, PhD, is Associate Professor, Department of Physical Therapy, School of Allied Health Professions, Medical College of Virginia Campus, Virginia Commonwealth University, 1200 East Broad, Richmond, VA 23298-0024 (USA) (driddle@hsc.vcu.edu). Address all correspondence to Dr Riddle. All authors provided concept/research design, writing, and data analysis. Dr Sullivan and Ms Shoaf provided data collection and project management, and Dr Sullivan provided fund procurement The fancy word for "purchasing." The procurement department within an organization manages all the major purchases. . Physical therapists at Rockingham Memorial Hospital (Harrisonburg, Va), Island Sports Physiotherapy physiotherapy: see physical therapy. (Coram, NY), and Medical College of Virginia Hospitals (Richmond, Va) assisted with data collection and provision of subjects. Jill Binkley, Janet Freburger, and Paul Stratford provided reviews of an earlier version of the manuscript. The study was approved by the Committee on the Conduct of Human Research at Virginia Commonwealth University. This work was supported by a grant from The AD Williams Trust Fund, Medical College of Virginia Campus, Virginia Commonwealth University. One of the 5 inclinometers used in this study was donated do·nate v. do·nat·ed, do·nat·ing, do·nates v.tr. To present as a gift to a fund or cause; contribute. v.intr. To make a contribution to a fund or cause. by The Saunders Group, Chaska, Minn. This article was submitted February 22, 1999, and was accepted October 12, 1999. |
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