Effect of computer keyboard slope on wrist position and forearm electromyography of typists without musculoskeletal disorders.Computers are ubiquitous in our society, with 100 million computers estimated to be in use in the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area. in 2000. (1) Except for rare cases, every computer has a keyboard for text and data entry. The occupational risk factors of musculoskeletal disorders Musculoskeletal disorders (MSDs) can affect the body's muscles, joints, tendons, ligaments and nerves. Most-work related MSDs develop over time and are caused either by the work itself or by the employees' working environment. (MSDs), such as carpal tunnel syndrome carpal tunnel syndrome: see repetitive stress injury. carpal tunnel syndrome (CTS) Painful condition caused by repetitive stress to the wrist over time. and tenosynovitis tenosynovitis /teno·syn·o·vi·tis/ (-sin?o-vi´tis) inflammation of a tendon sheath. villonodular tenosynovitis , are thought to be due to excessive use (up to 100,000 keystrokes per day (2)) and due to the use of deviated wrist postures. (3,4) An extensive review (1) of the literature on the association between keyboard usage and prevalence of MSDs showed that the prevalence of keyboard-related MSDs among computer users, based on symptoms or physical examination findings, ranged from 9% to 50%, as compared with 4.5% to 17% among reference groups who were exposed to low levels of or no keyboard work. Compared with findings for a reference group, the odds ratios for keyboard-related MSDs among computer users were from 0.5 to 9.9 for the neck and shoulders and from 0.7 to 10.1 for the hand, wrist, or elbow. (1) Although most of the studies reviewed (1) had limitations of comparisons across groups at a single time period and were based on self-reported health measures, the odds ratios and prevalence of upper-extremity MSDs of computer users, as compared with findings for a reference group, suggest that computer keyboards may contribute to MSDs affecting the upper extremities upper extremity n. The shoulder, arm, forearm, wrist, or hand. Also called superior limb, thoracic limb. . Only a few researchers have investigated the magnitude of forearm forearm /fore·arm/ (for´ahrm) antebrachium; the part of the arm between elbow and wrist. fore·arm n. The part of the arm between the wrist and the elbow. muscle electromyographic (EMG EMG abbr. electromyogram Electromyography (EMG) A diagnostic test that records the electrical activity of muscles. ) activity during typing on computer keyboards. Electromyography electromyography Process of graphically recording the electrical activity of muscle, which normally generates an electric current only when contracting or when its nerve is stimulated. was used to measure the muscle activity of the flexor flexor /flex·or/ (flek´ser) 1. causing flexion. 2. a muscle that flexes a joint. flexor retina´culum see entries under retinaculum. digitorum superficialis (FDS FDS Fim-De-Semana (Portugese: weekend) FDS Federated Department Stores, Inc. FDS Fiche de Données de Sécurité (Material Safety Data Sheets) FDS Famicom Disk System FDS Faculty of Dental Surgery ) and extensor extensor /ex·ten·sor/ (-ser) [L.] 1. causing extension. 2. a muscle that extends a joint. ex·ten·sor n. A muscle that extends or straightens a limb or body part. digitorum communis (EDC EDC See: Export Development Corp. ) muscles while subjects typed on keyboards with keys of varying stiffness. (5) These researchers used an amplitude amplitude (ăm`plĭt d'), in physics, maximum displacement from a zero value or rest position. probability
distribution Probability distributionA function that describes all the values a random variable can take and the probability associated with each. Also called a probability function. probability distribution function (APDF APDF Association of Professional Design Firms APDF Asia & Pacific Disability Forum APDF Accelerator Performance Demonstration Facility APDF Aircraft Program Data File ) for analyzing EMG data, which is a method to quantify the level of EMG activity for a task in which the muscles are changing in length. These researchers found that the 50th percentile percentile, n the number in a frequency distribution below which a certain percentage of fees will fall. E.g., the ninetieth percentile is the number that divides the distribution of fees into the lower 90% and the upper 10%, or that fee level of the EMG signals for the FDS muscle was approximately 7% of maximum voluntary contraction (MVC (Model View Controller) An architecture for building applications that separate the data (model) from the user interface (view) and the processing (controller). ), which means that 50% of the root-mean-square (RMS (1) (Record Management Services) A file management system used in VAXs. (2) (Root Mean Square) A method used to measure electrical output in volts and watts. 1. RMS - Record Management Services. 2. ) EMG data points were under 7% MVC. The 10th percentile (considered a measure of the baseline of muscle activity) was about 2% MVC, which means that 10% of the RMS EMG data points were under 2% MVC during typing trials or that muscle activity level was greater than 2% MVC for 90% of the typing trial. The corresponding 50th and 10th percentiles tot the EDC muscle (11.5% and 6.5% MVC, respectively) were much greater than for the FDS muscle. These results (5) are similar to findings from other researchers (6) who measured median (50th percentile) EMG activity from the EDC muscle that ranged from 6.5% to 14% MVC while subjects were typing on various keyboards. The greater activity of the dorsal dorsal /dor·sal/ (dor´s'l) 1. pertaining to the back or to any dorsum. 2. denoting a position more toward the back surface than some other object of reference; a synonym of posterior forearm musculature musculature /mus·cu·la·ture/ (mus´kul-ah-cher) the muscular apparatus of the body or of a part. mus·cu·la·ture n. The arrangement of the muscles in a part or in the body as a whole. was most likely due to the postural requirement of holding the hand and fingers above the keyboard while lingers were typing keys. (5) Modifications to the design of the keyboard could possibly reduce the magnitude of forearm muscle activity. A change to the keyboard that might decrease muscle activity of extensor forearm muscles is sloping the keyboard downward. As illustrated in Figure 1, keyboard slope is the angle of the plane of keytops to a horizontal. A typical conventional keyboard has a built-in slope of about 6 degrees. We have shown that changing the slope of the keyboard in a downward direction can change wrist extension angle and not impair im·pair tr.v. im·paired, im·pair·ing, im·pairs To cause to diminish, as in strength, value, or quality: an injury that impaired my hearing; a severe storm impairing communications. typing speed and accuracy. (7) Wrist extension angle decreased 1 degree for every 2-degree decrease in keyboard slope angle as the keyboard was positioned at 15 to -15 degrees of slope. Mean wrist extension angle decreased to less than 15 degrees when the keyboard was positioned with a slope of 0 degrees or lower. In theory, wrist extension angles close to the anatomical anatomical /ana·tom·i·cal/ (an?ah-tom´i-kal) pertaining to anatomy, or to the structure of an organism. an·a·tom·i·cal or an·a·tom·ic adj. 1. Concerned with anatomy. 2. neutral position (compared with large wrist extension angles) result in less risk of distal distal /dis·tal/ (-t'l) remote; farther from any point of reference. dis·tal adj. 1. Anatomically located far from a point of reference, such as an origin or a point of attachment. upper-extremity MSDs because the pressure in the carpal tunnel carpal tunnel n. The space between the flexor retinaculum of the wrist and the carpal bones, through which the median nerve and the flexor tendons of the fingers and thumb pass. is lower and forces pressing against the median nerve median nerve n. A nerve that is formed by the union of the medial and lateral roots from the medial and lateral cords of the brachial plexus and supplies the muscular branches in the anterior region of the forearm and the muscular and cutaneous and flexor tendons are less. (8-10) [FIGURE 1 OMITTED] We know of no published studies in which the effect of computer keyboard slope on EMG activity levels of the forearm musculature was examined. There are a number of physiological and biomechanical Biomechanical may refer to:
n. The joint between the distal end of the radius and its articular disk and the proximal row of carpal bones, except the pisiform bone. Also called radiocarpal joint. , (12) and a change in the location of the hand's center of mass (which exerts a passive moment at the wrist). The EMG activity of the forearm musculature could provide some insight into how keyboard slope affects the recruitment level of the wrist extensors and flexors. The objective of this study was to determine the effect of computer keyboard slope angle on forearm musculature EMG activity in individuals without any upper-extremity symptoms of MSDs. All subjects were 10-digit "touch" typists. We hypothesized that percentage of MVC of the extensor carpi car·pi n. Plural of carpus. ulnaris (ECU ECU See: European Currency Unit ECU See European Currency Unit (ECU). ) muscle would change as keyboard slope decreased. If there is a difference, changing the slope of the keyboard in a downward direction may be an intervention that could be used in the design of new computer workstations and modifications to existing workstations. Method Subjects Fifteen women and 1 man (mean age=42.5 years, SD=8.7, range=27-53) participated in the study. The number of subjects was determined a priori a priori In epistemology, knowledge that is independent of all particular experiences, as opposed to a posteriori (or empirical) knowledge, which derives from experience. based on statistical power analysis to ensure type I error did not exceed 0.05 and type II error did not exceed 0.20. This analysis indicated that a minimum of 15 subjects was necessary in a repeated-measures design of one independent variable (keyboard slope angle) with 4 levels (slope angles) to detect a difference of 5% MVC for 50th percentile APDF of forearm RMS EMG activity between pairs of keyboard slopes. We speculated a priori that 5% MVC is clearly a meaningful effect size. A 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. of 4% MVC was assumed for each slope angle. A similar power analysis, which resulted in a minimum of 15 subjects, was performed for detecting a 5-degree difference in wrist extension angle between pairs of keyboard slopes and assuming a standard deviation of 4 degrees within each keyboard slope. All subjects typed at least 40 words per minute Noun 1. words per minute - the rate at which words are produced (as in speaking or typing) wpm rate - a magnitude or frequency relative to a time unit; "they traveled at a rate of 55 miles per hour"; "the rate of change was faster than expected" (wpm) using the 10-digit "touch" method (capable of typing accurately without looking at the keys) and worked in jobs requiring typing at least 2 hours per workday. The subjects were clerical workers recruited from service-oriented businesses within the metropolitan Milwaukee area. Typing speed was confirmed by Typing Tutor 6.0 software * during a short typing practice session before the commencement of data collection. The subjects' mean shoulder width was 38.1 cm (SD=2.2, range=33.7-42.9). The mean length of the right forearm and hand was 44.3 cm (SD=2.5, range=39.9-48.4), and that of the left forearm and hand was 44.3 cm (SD=2.7, range-39.6-48). A person's shoulder width and the length of the forearm and hand are important because they can affect the ulnar deviation ulnar deviation (ul´n n a position of the hand in which the wrist bends toward the little finger. angle of the wrist while the person types. At the time subjects were recruited, the subjects were asked if they were free of pain or discomfort related to typing. Based on answers to questions regarding various body segments, subjects indicated they were free of symptoms related to musculoskeletal musculoskeletal /mus·cu·lo·skel·e·tal/ (-skel´e-t'l) pertaining to or comprising the skeleton and muscles. mus·cu·lo·skel·e·tal adj. Relating to or involving the muscles and the skeleton. injury, pain, and discomfort that could interfere with typing. Immediately prior to testing, the subjects were asked questions about pain, tingling tin·gle v. tin·gled, tin·gling, tin·gles v.intr. 1. To have a prickling, stinging sensation, as from cold, a sharp slap, or excitement: tingled all over with joy. , and numbness numbness /numb·ness/ (num´nes) anesthesia (1). Numbness Loss of feeling or sensation. Mentioned in: Topical Anesthesia in their upper extremities. This was done to further ensure that the subjects were free of medical problems that could interfere with typing and to confirm that they did not have symptoms in their distal upper extremities that were related to typing. Furthermore, all subjects tested negatively for Phalen and Tinel tests for carpal tunnel syndrome. Phalen and Tinel tests have reported sensitivities of 71% and 44%, respectively, and specificities of 80% and 94%, respectively. (13,14) All subjects gave informed consent prior to participation in the study. Experimental Design A repeated-measures experimental design was used to determine wrist angle position and percentage of MVC for EMG activity of the forearm musculature from subjects typing on a conventional keyboard with the slope at 4 angles (7.5[degrees], 0[degrees], -7.5[degrees], and -15[degrees]). During the testing session, all subjects typed on all 4 slopes. The order of use was presented randomly tot each subject. Dependent Variables The dependent variables for this study were the following: 1. 10th, 50th, and 90th percentiles of the APDF of the RMS EMG signal expressed as a percentage of MVC from the right and left ECU, flexor carpi radialis (FCR FCR feed conversion rate. ), and flexor carpi ulnaris (FCU FCU Federal Credit Union FCU Florida Credit Union FCU Fan Coil Unit FCU Fuel Control Unit FCU Flight Control Unit FCU Flexor Carpi Ulnaris FCU Familial Cold Urticaria FCU Fire Control Unit FCU Fused Connection Unit FCU Flow Control Unit ) muscles. The ECU, FCR, and FCU muscles were selected because these muscles can be reliably monitored with surface EMG during typing. (15-17) The use of the APDF is a widely accepted method of quantifying EMG signals from forearm muscles during typing tasks. (8) 2. Mean, maximum, and minimum wrist extension and ulnar deviation angles of the right and left wrists. 3. Typing speed and accuracy. Typing speed for each keyboard slope was measured in words per minute for a duration of 6 minutes. Typing accuracy, also measured over a 6-minute period, was defined as the difference between the total number of characters typed and the total number of errors left in the document divided by the total number of characters. 4. 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. assessment of ease of use and comfort level. For each keyboard slope, the subjects rated the keyboard's overall comfort and ease of use on a 1 to 6 scale, as shown in Figure 2. Apparatus A fixture An article in the nature of Personal Property which has been so annexed to the realty that it is regarded as a part of the real property. That which is fixed or attached to something permanently as an appendage and is not removable. for a conventional QWERTY keyboard The standard English language typewriter keyboard. Q, W, E, R, T and Y are the letters on the top left, alphabetic row. Designed by Christopher Sholes, who invented the typewriter, the keyboard layout was organized to prevent people from typing too fast and jamming the keys. was built so the keyboard could be positioned with slopes at positive and negative angles to the horizontal. As shown in Figure 3, adjustable-length stilts This article is about the poles. For the type of bird, see stilt. For other uses, see Stilts (disambiguation). Stilts are poles, posts or pillars used to allow a person or structure to stand at a certain distance above the ground. made out of threaded bolts adjusted the keyboard's slope to 4 positions: 7.5, 0, -7.5, and -15 degrees. A wrist rest A platform used to raise the wrist above keyboard level for typing. The correct height for a wrist rest is several inches higher than the keyboard (even though almost none of them are). The arms and wrist should be level, and the fingers should be pointing down towards the keyboard. , which was built so it was on the same plane as the keyboard, was used in an effort to control the relative height of the wrist in relationship to elbow height. The wrist rest was not used to support the wrist while typing. An adjustable computer workstation (desk and chair) was used for testing, and adjustments of chair and keyboard height were made as described in the "Procedure" section. Typing speed and accuracy were measured with the Typing Tutor 6.0 software. Biaxial biaxial /bi·ax·i·al/ (-ak´se-al) having, pertaining to, or occurring in two axes. electrogoniometers ([dagger]) attached to the dorsum dorsum /dor·sum/ (dor´sum) pl. dor´sa [L.] 1. the back. 2. the aspect of an anatomical structure or part corresponding in position to the back; posterior in the human. of the wrist measured wrist extension and ulnar deviation angles while typing. These electrogoniometers, which are of strain gauge strain gauge Device for measuring the changes in distances between points in solid bodies that occur when the body is deformed. Strain gauges are used either to obtain information from which stresses in bodies can be calculated or to act as indicating elements on devices for type and are lightweight and unobtrusive to the typist, measured wrist angles in the flexion/extension and radial/ulnar planes simultaneously. The accuracy of the goniometers in each plane was 2 degrees. As assessed by 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 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. (ICC ICC See: International Chamber of Commerce ) (18,19) on our sample of 16 subjects, intertrial reliability for the measurement of wrist extension and ulnar deviation angles was in excess of .90. These reliability values are of similar magnitude to those previously reported. (7) [FIGURE 3 OMITTED] The RMS EMG data for the left and right ECU, FCU, and FCR muscles were collected with surface electrodes Electrodes Tiny wires in adhesive pads that are applied to the body for ECG measurement. Mentioned in: Electrocardiography and EMG system from Therapeutics therapeutics Treatment and care to combat disease or alleviate pain or injury. Its tools include drugs, surgery, radiation therapy, mechanical devices, diet, and psychiatry. Unlimited. ([double dagger double dagger n. A reference mark ( ) used in printing and writing. Also called diesis.Noun 1. ]) The pairs of surface electrodes contained circuitry for preamplification with a gain of 35 and minimized artifact A distortion in an image or sound caused by a limitation or malfunction in the hardware or software. Artifacts may or may not be easily detectable. Under intense inspection, one might find artifacts all the time, but a few pixels out of balance or a few milliseconds of abnormal sound . (20) Raw bipolar (1) See bipolar transmission. (2) One of two major categories of transistor; the other is "field effect transistor" (FET). Although the first transistors and first silicon chips were bipolar, most chips today are field effect transistors wired as CMOS logic, which EMG data from the electrodes were processed utilizing the RMS method, which produced a linear envelope or average EMG voltage over the data collection period. (21) The time-constant window over which the RMS data were calculated was 55 milliseconds. Online wrist joint position from the electrogoniometers and EMG RMS data were sampled at 300 Hz and fed into a 12-bit analog-to-digital converter (1) A device that changes one set of codes, modes, sequences or frequencies to a different set. See A/D converter. (2) A device that changes current from 60Hz to 50Hz and vice versa. ([section]) and stored on a personal computer operated with custom-written LabVIEW software. ([section]) Based on 5 samples of 30 seconds of EMG data collected over a 6-minute typing session, intertrial ICCs of the 50th percentile of the APDF of the RMS EMG data were .99, .94, and .98 for the left ECU, FCU, and FCR muscles, respectively. These ICCs were calculated from all 16 subjects when the keyboard was positioned at a slope of 7.5 degrees. The ICC data were similar for muscles of the right forearm. Fifteen seconds of normalized EMG data for the right ECU muscle expressed as percentage of MVC is shown in Figure 4. Data were collected with the keyboard positioned at a slope of 7.5 degrees. [FIGURE 4 OMITTED] Procedure On arrival at the laboratory, each subject signed an approved human consent form. A brief medical survey questionnaire was completed, and anthropometric an·thro·pom·e·try n. The study of human body measurement for use in anthropological classification and comparison. an dimensions of the trunk, arms, forearms, and hands along with range of motion of the wrists were recorded. The electrogoniometers and surface EMG electrodes were attached to the subject's left and right wrists and forearms. After the subject's wrists were placed in position, the EMG electrodes were located 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. widely accepted guidelines guidelines, n.pl a set of standards, criteria, or specifications to be used or followed in the performance of certain tasks. . (22) A muscle contraction Noun 1. muscle contraction - (physiology) a shortening or tensing of a part or organ (especially of a muscle or muscle fiber) contraction, muscular contraction shortening - act of decreasing in length; "the dress needs shortening" was detected by 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. . The electrogoniometers were then calibrated cal·i·brate tr.v. cal·i·brat·ed, cal·i·brat·ing, cal·i·brates 1. To check, adjust, or determine by comparison with a standard (the graduations of a quantitative measuring instrument): with each subject's wrist resting on a custom-built calibration calibration /cal·i·bra·tion/ (kal?i-bra´shun) determination of the accuracy of an instrument, usually by measurement of its variation from a standard, to ascertain necessary correction factors. table in which the wrist was placed in an anatomically an·a·tom·i·cal also an·a·tom·ic adj. 1. Concerned with anatomy. 2. Concerned with dissection. 3. Related to the structure of an organism. neutral (0[degrees]) position with respect to flexion/extension and radial/ulnar deviation. One second of calibration data were collected in this position. A standard degree/volt conversion factor was used to obtain the wrist joint's angular position Noun 1. angular position - relation by which any position with respect to any other position is established spatial relation, position - the spatial property of a place where or way in which something is situated; "the position of the hands on the clock"; "he as published by the manufacturer and verified in our laboratory. Maximum voluntary contraction and resting EMG voltages for each of the 3 muscles tested for each forearm were recorded with the wrists extended 8 degrees and ulnarly deviated 10 degrees for the right side and 15 degrees for the left side. These are the wrist positions commonly assumed by typists when typing on a conventional keyboard. (4) For the measurement of MVC, a custom-built fixture was used, as shown in Figure 5. For each muscle, the subject was instructed on the specific movement to perform (eg, wrist extension and ulnar deviation for the ECU muscle). The subject performed several practice trials. The subject then made 3 contractions of 5 seconds' duration for which data were saved. For each trial, an automated moving window identified the 0.5-second period where the maximum RMS EMG signal was measured. We used the maximum EMG value of the 3 contractions for normalization In relational database management, a process that breaks down data into record groups for efficient processing. There are six stages. By the third stage (third normal form), data are identified only by the key field in their record. (ie, obtaining a percentage of MVC). The ICCs for percentage of MVC for the left ECU, FCU, and FCR muscles were .98, .96, and .98, respectively. The ICCs for percentage of MVC for the right ECU, FCU, and FCR muscles were .99, .98, and .96, respectively. After all of the electrodes and goniometers were attached, the subject then sat on a height-adjustable chair seat next to a video-display terminal (VDT (Video Display Terminal) A terminal with a keyboard and display screen. VDT - video display terminal ) workstation that was set up according to widely accepted guidelines for VDT workstations. (23) For all 4 slopes of the keyboard, the height of the chair seat was adjusted so that the subject's right ulnar styloid process The styloid process of the ulna projects from the medial and back part of the bone; it descends a little lower than the head, and its rounded end affords attachment to the ulnar collateral ligament of the wrist-joint. was level with the lateral epicondyle Noun 1. lateral epicondyle - epicondyle near the lateral condyle of the femur epicondyle - a projection on a bone above a condyle serving for the attachment of muscles and ligaments while typing. [FIGURE 5 OMITTED] The keyboard was adjusted to the first of the 4 randomly assigned slopes, and each subject practiced typing at that keyboard setting for 3 minutes. Then the subject typed for 6 minutes. Wrist position was recorded and EMG data were collected during five 30-second intervals throughout the 6-minute typing session. The subject then rested for 5 minutes while the keyboard was adjusted to the next slope. The subject practiced typing for 3 minutes with the new slope, and then for another 6 minutes while data were collected. This procedure was repeated until the subject typed on the keyboard set at each of the 4 angles.(24) Data Processing data processing or information processing, operations (e.g., handling, merging, sorting, and computing) performed upon data in accordance with strictly defined procedures, such as recording and summarizing the financial transactions of a and Statistical Analysis Wrist angle data. After the wrist extension and ulnar deviation voltage data were converted to angular angular /an·gu·lar/ (ang´gu-lar) sharply bent; having corners or angles. measurements, the angular data were filtered by a second-order, double-pass Butterworth filter The Butterworth filter is one type of electronic filter design. It is designed to have a frequency response which is as flat as mathematically possible in the passband. Another name for them is 'maximally flat magnitude' filters. with a cutoff frequency In physics and electrical engineering, the term cutoff frequency or corner frequency represents a boundary in the system response at which energy entering the system begins to be attenuated or reflected instead of transmitted. of 7 Hz. For each slope, the mean, maximum, and minimum wrist extension and ulnar deviation angles of the subjects were computed for each of the five 30-second trials. The summary statistics for the 5 trials within each slope of the keyboard were then averaged for each subject. The mean, minimum, and maximum wrist angle data for wrist extension and ulnar deviation were analyzed an·a·lyze tr.v. an·a·lyzed, an·a·lyz·ing, an·a·lyz·es 1. To examine methodically by separating into parts and studying their interrelations. 2. Chemistry To make a chemical analysis of. 3. with a 2-way analysis of variance (ANOVA anova see analysis of variance. ANOVA Analysis of variance, see there ) for repeated measures followed by a Tukey honestly significant difference (HSD HSD Human Services Department HSD High Speed Data HSD Hillsboro School District (Hillsboro, OR) HSD Hybrid Synergy Drive (Toyota/Lexus) HSD High School Diploma HSD Historical Society of Delaware ) multiple-comparison post hoc post hoc adv. & adj. In or of the form of an argument in which one event is asserted to be the cause of a later event simply by virtue of having happened earlier: test when main effects and any interactions were present. The 2 independent variables were hand (2 levels: right and left) and keyboard slope (4 levels: 7.5[degrees]), 0[degrees], -7.5[degrees], and -15[degrees]. Statistical significance was set at P<.05. EMG data. The EMG data during typing sessions were normalized to a percentage of MVC, which is the widely accepted method for analyzing EMG data. (8,9) In post hoc processing of each of the 5 trials of EMG data per slope, the 10th, 50th, and 90th percentile APDFs of the RMS EMG data were calculated with LabVIEW software. For each muscle, the APDF summary statistics were then averaged over the 5 trials for each keyboard slope. Similar to wrist position data, the 10th, 50th, and 90th percentile APDFs of the RMS EMG data for the ECU, FCU, and FCR muscles were analyzed individually with a 2-way ANOVA for repeated measures, followed by a Tukey HSD multiple-comparison post hoc test when main effects and any interactions were present. The 2 independent variables were hand (2 levels: right and left) and keyboard slope (4 levels: 7.5[degrees], 0[degrees], -7.5[degrees], and -15[degrees]). Statistical significance was set at P<.05. Typing performance data. Typing speed and accuracy were averaged in the same manner as wrist angle and EMG data and were analyzed with a one-way ANOVA for repeated measures (one independent variable: keyboard slope; 4 levels: 7.5[degrees], 0[degrees], -7.5[degrees], and -15[degrees]). Statistical significance was set at P<.05. Psychometric psy·cho·met·rics n. (used with a sing. verb) The branch of psychology that deals with the design, administration, and interpretation of quantitative tests for the measurement of psychological variables such as intelligence, aptitude, and data. Ease-of-use and comfort data collected after subjects typed on each keyboard slope angle were analyzed using a Friedman ANOVA by ranks to determine if there was a difference between groups overall and a Wilcoxon signed rank test to determine differences between pairs of keyboard slopes. Statistical significance was set at P>.05. Results Wrist Position Wrist extension. Mean wrist extension angles decreased as the keyboard slope decreased, as indicated in Table 1 and shown in Figure 6. Subjects extended their wrists approximately 12 degrees when the keyboard was positioned at a slope of 7.5 degrees and moved their wrists to a mean 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. angle of approximately 3 degrees at the slope of -15 degrees. Extension angles did not vary between the right and left wrists, and there was no interaction between keyboard slope and hand. [FIGURE 6 OMITTED] Ulnar deviation. Keyboard slope angle had a main effect on mean ulnar deviation in that ulnar deviation increased 3 to 5 degrees as the keyboard was sloped from 7.5 degrees to -15 degrees (an increase in mean ulnar deviation from 12.7[degrees] to 15.7[degrees] for the left wrist and from 9.1[degrees] to 14.9[degrees] for the right wrist), as indicated in Table 2. The varying increases in ulnar deviation between the left and right wrists as the keyboard slope was changed (3[degrees] for the left wrist and 5[degrees] for the right wrist) resulted in an interaction between keyboard slope and hand. There was no main effect for hand on mean wrist ulnar deviation. A summary of differences across keyboard slopes for the mean, maximum, and minimum ulnar deviation values is presented in Table 2. Forearm EMG Activity ECU muscle. The ECU muscle's percentage of MVC did not vary between left and right wrists for the 10th, 50th, and 90th percentile APDF levels, which were approximately 6%, 12%, and 25% MVC (Tabs. 3-5). For all 3 APDF levels, the ECU muscle's percentage of MVC decreased when the keyboard was moved downward in slope. As shown in Table 4 and depicted de·pict tr.v. de·pict·ed, de·pict·ing, de·picts 1. To represent in a picture or sculpture. 2. To represent in words; describe. See Synonyms at represent. in Figure 7, the mean 50th percentile APDF for the ECU muscle decreased from approximately 13.5% MVC to 11.5% MVC as the keyboard slope was changed from 7.5 to-15 degrees. Mean 10th and 90th percentile APDFs for the ECU muscles decreased in a similar manner as the 50th percentile APDF (Tabs. 3 and 5). There were no interactions between hand and keyboard slope. The differences across the 4 slopes of the keyboard are summarized in Tables 3 through 5. [FIGURE 7 OMITTED] FCU and FCR muscles. Across the 10th, 50th, and 90th percentile APDFs, the magnitude of the percentage of MVC of the wrist flexors was lower than for their extensor counterpart, as indicated in Tables 3 through 5. At the 10th percentile APDF, the percentages of MVC of the FCU and FCR muscles were approximately 1% (Tab. 3), but then increased at different rates at higher APDF percentiles. The 50th percentile APDF was 5% to 8% MVC for the FCU muscle, whereas it was 2% to 4% MVC for the FCR muscle (Tab. 4). At the 90th percentile APDF, the difference was magnified in that the percentage of MVC ranged from 19% to 28% MVC for the FCU muscle and from 10% to 14% MVC for the FCR muscle (Tab. 5). For the 10th percentile APDF for the FCU and FCR muscles, no main effects were found between hands and across slopes. In addition, no interactions were found. For the 50th percentile APDF for the FCU muscle, a small (1%) increase in muscle activity was seen as the angle of the slope decreased. No difference existed between hands, and no interactions existed. For the 90th percentile APDF for tide FCU muscle, a main effect was found between hands, and a main effect was also found for the angle of the slope. No interaction was found. For the 50th and 90th percentile APDFs for the FCR muscle, small differences (about 2% and 4%, respectively) existed between hands. There were no differences across slopes of the keyboards, and no interaction was found between the 2 factors. The differences across the 4 slope conditions are summarized in Tables 3 through 5. Typing Performance There were no differences in typing speed and accuracy among the 4 slopes of the keyboard. As shown in Table 6, mean typing speed ranged less than 1 wpm across the slopes of the keyboards (range=66.1-66.9 wpm). In addition, mean typing accuracy was 100% among the 4 slopes. Psychophysical Assessment of Ease of Use and Overall Comfort The keyboard at a slope of -15 degrees was rated less easy to use than the keyboard with slopes at -7.5, 0, and 7.5 degrees. Likewise, the keyboard with a slope of -15 degrees was rated less comfortable than the keyboard with slopes at -7.5, 0, and 7.5 degrees. Discussion Wrist Position Wrist extension. Our results show that when the keyboard slope was changed by an amount of 22.5 degrees (from 7.5[degrees] to -15[degrees]), mean wrist extension decreased approximately 15 degrees (from 12[degrees] of extension to 3[degrees] of flexion). This represents a decrease of 2 degrees of wrist extension for each 3-degree downward change in slope of the keyboard. This finding is in general agreement with our earlier findings that wrist extension angle decreased as the keyboard's downward slope was increased. (7) In our earlier study, (7) mean wrist extension decreased approximately 15 degrees, from 23 degrees of wrist extension at the 15-degree slope to 8 degrees of wrist extension at the -15-degree slope. In that study, the ratio of wrist extension decrease to change in keyboard slope was 1:2. Mean wrist extension in the earlier study at the 7.5-degree slope was approximately 19 degrees, whereas subjects in our current study extended their wrists at a mean angle of 12.5 degrees for the same keyboard slope. We believe the difference in wrist extension between the 2 studies can be explained by the placement of the wrist rest in relationship to the keyboard. As shown in Figure 3, the wrist rest was integrated into the keyboard support tray in the present study, whereas in our previous study, (7) the wrist rest was fixed horizontally regardless of keyboard slope. The wrist rest in the current study places the wrist in a similar position to that in a study by Hedge and Powers. (25) They placed the wrist rest on the same plane as the keyboard. In the study by Hedge and Powers, the mean wrist extension angle was 1 degree of flexion for a -12-degree keyboard slope, which is comparable to the present study's angular results of 3 degrees of flexion at a -15-degree slope. With a wrist rest in the same plane as the keyboard, the pivot point Pivot Point A technical indicator derived by calculating the numerical average of a particular stock's high, low and closing prices. Notes: The pivot point is used as a predictive indicator. for combined keyboard and wrist rest structure is near the user's wrist, as opposed to near the metacarpophalangeal joints metacarpophalangeal joint n. Any of the spheroid joints between the heads of the metacarpal bones and the bases of the proximal phalanges. when a horizontal, detached wrist rest is used with the keyboard. The location of the pivot point is important, because we believe that when the wrist rest is attached to the keyboard and follows the slope angle of the keyboard, the hands tend to follow the wrist rest, therefore resulting in less wrist extension than if the wrist rest remains horizontal. The difference in the orientation of the wrist rest to the keyboard may explain the approximately 12-degree difference of wrist extension we measured at the lowest negative slope relative to findings from our earlier study. (7) In the present study, we found an average of 3 degrees of wrist flexion when the subjects were typing on a wrist rest in the same plane with the keyboard and with a slope of -15 degrees. Previously, we found an average of 9 degrees of wrist extension when the keyboard (and not the wrist rest) was positioned at a slope of -15 degrees. The design of the wrist rest on the same plane as the keyboard that we used in the present study appears to us to be more representative of typical computer workstations than use of a fixed horizontal wrist rest. Based on carpal tunnel pressure studies, wrist extension angles closer to neutral are believed to be beneficial with respect to etiology etiology /eti·ol·o·gy/ (e?te-ol´ah-je) 1. the science dealing with causes of disease. 2. the cause of a disease. of nerve conduction nerve conduction n. The transmission of an impulse along a nerve fiber. Nerve conduction The speed and strength of a signal being transmitted by nerve cells. injuries affecting the wrist. (8,10) With wrist extension angles greater than 15 degrees, pressure in the carpal tunnel could result in more pressure against the median nerve, and this could contribute to the development or perpetuation per·pet·u·ate tr.v. per·pet·u·at·ed, per·pet·u·at·ing, per·pet·u·ates 1. To cause to continue indefinitely; make perpetual. 2. of carpal tunnel syndrome. Therefore, typing with a wrist position close to an anatomically neutral position could minimize pressure in the carpal tunnel, and this theoretically could benefit individuals with a diagnosis of carpal tunnel syndrome. Data from our study show that mean wrist extension angles for all positions of the keyboard (slopes of 7.5[degrees] to -15[degrees]) were 15 degrees or less. However, maximum wrist extension angles exceeded 15 degrees and approached 25 degrees at the 7.5-degree slope. Thus, keyboards positioned at a slope of 7.5 degrees may increase pressure in the carpal tunnel because, based on our data, the wrist is often extended beyond 15 degrees from neutral during the normal activity of typing. Wrist extension angles closer to a neutral position, theoretically, could decrease the probability of developing other MSDs affecting the hand and wrist. Modeling of the tendons in the wrist with a free-body diagram showed that the reaction force exerted against the tendons from the carpal carpal /car·pal/ (kahr´p'l) pertaining to the carpus. car·pal adj. Of, relating to, or near the carpus. n. bones and flexor retinaculum flexor ret·i·nac·u·lum n. A strong fibrous band crossing the front of the carpus and binding down the flexor tendons of the digits and the tendon of the radial flexor muscle of the wrist. increased as the wrist was extended. (26,27) Dynamics applied to the static model showed that acceleration of the wrist in the flexion/extension plane increased the reaction forces on the tendons even more than in the static analysis. (9) Greater reaction forces against the tendons and their sheaths that pass through the wrist, theoretically, could increase the risk of tendinitis tendinitis or tendonitis Inflammation of a tendon sheath, due to irritation of this thin, filmy tissue by overuse of the tendons, which slide within them, or to bacterial infection. or tenosynovitis. Ulnar deviation. The ulnar deviation angles of approximately 13 and 9 degrees for the left and right wrists for the 7.5-degree slope, which are similar to the built-in slopes of many commercially available keyboards, are similar to ulnar deviation angles measured on 90 subjects who typed on a conventional keyboard in a previous study. (7) As we found in our earlier study with keyboards positioned at negative slopes, ulnar deviation tended to increase 3 to 5 degrees when the keyboard slope was changed from 7.5 degrees to-15 degrees. (7) The reason for this increase in ulnar deviation is not clear at this time, but a change in forearm pronation pronation /pro·na·tion/ (-na´shun) the act of assuming the prone position, or the state of being prone. Applied to the hand, the act of turning the palm backward (posteriorly) or downward, performed by medial rotation of the forearm. (which was not measured in this study) could play a role. Typically, typists pronate pro·nate v. 1. To turn or rotate the hand or forearm so that the palm faces down or back. 2. To turn or rotate the sole of the foot by abduction and eversion so that the inner edge of the sole bears the body's weight. 3. their forearms approximately 65 degrees when they type on a conventional keyboard, (4) which means the wrists are not parallel to the keyboard surface. We found that subjects typing on tilted (also called "tented tent·ed adj. 1. Covered with tents. 2. Sheltered in tents. 3. Resembling a tent. " or "vertically inclined") keyboards reduced forearm pronation by approximately 20 to 25 degrees compared with subjects using a conventional keyboard, and they reduced ulnar deviation by approximately 12 to 14 degrees in the left and right wrists, respectively. (3) Giving the keyboard a downward slope may have an effect of increasing forearm pronation and thereby increasing ulnar deviation at the wrist. Because we did not measure forearm pronation, we cannot determine whether this hypothesis is correct. Regardless of the reason for an increase in ulnar deviation, the increase may partially counteract any benefits of positioning a keyboard with a downward slope because increased ulnar deviation, in theory, increases the net reaction forces and friction on the tendons passing through the wrist. (26,27) Forearm Muscle EMG Activity Surface EMG activity, calibration, and APDF. Although more than a score of relatively small muscles pass through the forearm and thus present opportunities for cross talk during EMG recording, researchers have shown that surface EMG is a reliable and accurate method to assess electrical activity of the ECU, FCR, and FCU muscles. (15-17) In our study, the EMG activity of these muscles was measured for normalization with the wrists extended 8 degrees and ulnarly deviated 10 degrees on the right wrist and 15 degrees on the left wrist, which is the average of wrist positions required for typing on conventional keyboards. (4) Therefore, errors in EMG measurement due to change in length of muscles, in our opinion, were minimized. The APDF method of analyzing EMG data recorded during an activity where a limb moves has been used olden old·en adj. Of, relating to, or belonging to time long past; old or ancient: olden days. [Middle English : old, old; see old + -en, adj. in investigations of upper-extremity muscle activity. (5,6,28) The APDF model, which was described and illustrated by Jonsson, (29) states that the static level of muscle activity is the percentage of MVC that is below the lowest 10% of the cumulative RMS EMG signal, whereas the dynamic level (90th percentile APDF) is the percentage of MVC that is above the greatest 10% of the cumulative EMG signal. Magnitude of EMG activity. The percentages of MVC of the 10th, 50th, and 90th percentile APDFs for the ECU muscle from this study (6%, 12%, and 24%, respectively) are similar to results reported by Gerard et al, (5) who found percentages of 6%, 11%, and 19% MVC for APDFs of the finger extensor muscles Extensor muscles A group of muscles in the forearm that serve to lift or extend the wrist and hand. Tennis elbow results from overuse and inflammation of the tendons that attach these muscles to the outside of the elbow. Mentioned in: Tennis Elbow . Fernstrom et al (6) measured a range of 7% to 12% MVC for the 50th percentile APDF for the extensor digitorum muscle The Extensor digitorum (Extensor digitorum communis) arises from the lateral epicondyle of the humerus, by the common tendon; from the intermuscular septa between it and the adjacent muscles, and from the antebrachial fascia. while subjects typed on computer keyboards and typewriters. As for the ECU muscle, the percentages of MVC for the wrist flexors (FCU and FCR muscles) in our study are comparable to those reported in the literature. (5,8) Although Gerard et al (5) measured EMG activity from the finger flexors (and not the wrist flexors [ie, FCR and FCU muscles] as in our present study), their results show similar percentage of MVC. Measurements of approximately 2%, 6%, and 19% MVC for the 10th, 50th, and 90th percentile APDFs from the finger flexor muscles (8) are in agreement with our findings of approximately 1%, 4%, and 10% MVC for the FCR muscle and 1%, 10%, and 28% MVC for the FCU muscle for the 10th, 50th, and 90th APDFs, respectively. Overall, the percentage of MVC was greater for the ECU muscle than for the wrist flexors. The percentage of MVC for the ECU muscle was twice as large as the percentage of MVC for the FCR and FCU muscles for the 10th and 50th percentile APDFs. The role of the ECU muscle in typing is to hold the wrists in an extended and ulnarly deviated position above the keyboard so a user can minimize the distance required to reach the keys. The role of the wrist flexors in a typing task is to move the wrist in the radial/ulnar plane to type alphabetic, numeric numeric see numerical. numeric cluster see ten-key pad. , and special function keys that are located toward the perimeter of the keyboard. The percentage of MVC was greater for the FCU muscle than for the FCR muscle at the 50th and 90th percentile APDFs, but not at the 10th percentile APDF. Although the 10th percentile APDF for both the FCR and FCU muscles averaged about 1% MVC, the percentage of MVC was 3% greater for the FCU muscle than for the FCR muscle at the 50th percentile APDF and about 10% greater for the 90th percentile APDF. The greater EMG activity of the FCU muscle over the FCR muscle is apparently due to the ulnarly deviated wrist position required when typing. The FCU muscle is used to ulnarly deviate the wrist approximately 10 degrees or more to type on a conventional keyboard (4) and also to ulnarly deviate the wrist to type numeric and special function keys that are located to the ulnar ulnar /ul·nar/ (ul´ner) pertaining to the ulna or to the ulnar (medial) aspect of the arm as compared to the radial (lateral) aspect. side of both wrists. We found in our present study and in our earlier work (3,4,24) that the left wrist is ulnarly deviated up to 5 degrees more than the right wrist while typing on conventional and split keyboards. This finding may explain why the percentage of MVC for the FCU muscle was greater for the left wrist than for the right wrist (approximately 2% MVC greater for 50th percentile APDF, as illustrated in Fig. 7). In theory, the FCU muscle is required to exert more tension to ulnarly deviate the wrist 5 degrees more than the right wrist. Whether a small difference of 2% MVC of the FCU muscle is clinically relevant is not known. Effect of keyboard slope on forearm EMG activity. As the keyboard slopes increased in a downward direction from a positive angle of 7.5 degrees to a negative angle of 15 degrees, the percentage of MVC for the ECU muscle decreased 2% to 3% MVC across all percentile ranges of APDF. Based on the assumption that percentage of MVC is representative of muscle tension, this decrease in percentage of MVC for the ECU muscle indicates that less EMG activity of the ECU muscle is needed when typing on a negatively sloped keyboard. This simple interpretation is tempered by the dynamic nature of the ECU muscle during typing and by the fact that wrist angle (and therefore muscle length) also changed as the keyboard was adjusted, as did the moment arm of the muscle. The clinical significance of a 2% or 3% change in percentage of MVC for the ECU muscle is difficult to interpret. Although a 2% to 3% difference is seemingly very small, and likely of no clinical importance when typing for short periods of time, we believe that such a difference may be important when sustained for several hours per day. The results of our study show that positioning the keyboard with a downward slope did not lead to an increase in the muscle activity of the wrist extensors. Furthermore, the overall decrease of the percentage of MVC for the ECU muscle as the keyboard was positioned with a downward slope provides some insight that warrants future study. If future research indicates that there is a clinically relevant decrease in ECU muscle EMG activity with the keyboard positioned with a downward slope, then this keyboard positioning may reduce muscle activity in the forearm muscles. This could reduce the pain and discomfort that some people experience while typing. Although the magnitude of RMS EMG activity has been shown to increase with muscle fatigue over long durations of contraction, (30) fatigue did not likely come into play in our study. The duration of typing trials were short enough (6 minutes), in our view, to minimize effects from fatigue and therefore any confounding confounding when the effects of two, or more, processes on results cannot be separated, the results are said to be confounded, a cause of bias in disease studies. confounding factor effect on EMG activity levels. In addition, random assignment of the slopes of the keyboard should have eliminated any systematic bias during testing. There was an increase of 1% to 1.5% MVC in the muscle activity of the FCU muscle as the keyboard downward slope increased. This change could be related to the increased ulnar deviation noted with a keyboard with a negative slope. Again, although these changes are small, they may warrant consideration in the design of keyboards. The incorporation of a slant angle--where the keyboard is split into halves and the halves are angled outward--in the design of keyboards with negative slopes would be justified because the slant angle incorporated in split keyboards tends to place the wrists in a relatively neutral anatomical posture. (3) Typing Performance The narrow ranges of mean typing speeds (66.1-66.9 wpm) and 100% accuracy for all the keyboard slopes indicate to us that subjects quickly adapted to new keyboard slope angles, even after only 3 minutes of practice. The typing performance we found is similar to results from our previous study, (7) where we showed that keyboards with negative slopes did not impair typing performance. We expected perfect typing accuracy because subjects were allowed to correct errors as they typed. Ease of Use The assessments of ease of use and comfort show that the keyboard with a slope of -15 degrees was rated least comfortable and most difficult to use of all the keyboards tested. Future Work Our studies, including the current study, on keyboards with negative slopes were conducted in the laboratory and thus may not be representative of what actually occurs with wrist positions in real-world office settings. Conclusion Deviated wrist posture in the flexion/extension plane is thought to be a risk factor for MSDs affecting the hand and wrist. Changing the slope of a computer keyboard downward from its typical built-in slope angle of approximately 6 degrees produced the following results: reduction in wrist extension angle to near neutral position, a slight decrease in EMG activity of a major wrist extensor (ECU muscle), and no 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. of typing performance for 10-digit "touch" typists. The effect of less EMG activity of the ECU muscle with a downward-sloping keyboard remains to be established. With a keyboard at a downward slope, there was also an increase in ulnar deviation of the wrists. This increased ulnar deviation may counteract the effect from decreased wrist extension. Whether positioning a keyboard downward from its built-in slope is helpful in preventing or managing distal upper-extremity MSDs attributed to the use of keyboards is not known and warrants further study. However, data on wrist extension from our study considered in light of the theoretical biomechanical modeling of the wrist suggest that a keyboard with a neutral (horizontal) slope or a keyboard with a downward slope might have beneficial effects to prevent or treat upper-extremity injuries related to the frequent use of computer keyboards.
Table 1.
Average, Standard Deviation, and Minimum and Maximum Values for the
Mean, Maximum, and Minimum Wrist Extension Angles (in Degrees) of
Individuals (N=16) Typing on a Keyboard With Slopes at 4 Angles (a)
7.5[degrees] Slope 0[degrees] Slope
Left Right Left Right
Mean wrist extension
Average 12.8 (b) 12.2 8.0 (b) 7.6
SD 7.9 6.9 7.8 6.6
Minimum -6.3 -5.7 -6.9 -7.7
Maximum 28.0 25.0 25.9 19.9
Maximum wrist extension
Average 24.2 (b) 23.7 20.1 (b) 20.0
SD 9.3 7.9 9.5 8.2
Minimum 3.1 3.6 4.0 2.4
Maximum 40.6 41.8 40.6 35.4
Minimum wrist extension
Average -1.7 (b) -3.0 -5.8 (b) -8.1
SD 8.0 7.5 7.4 7.1
Minimum -19.8 -18.6 -17.9 -23.4
Maximum 9.8 10.8 9.8 6.5
-7.5[degrees] Slope -15[degrees] Slope
Left Right Left Right
Mean wrist extension
Average 1.5 (b) 2.3 -3.1 (b) -2.6
SD 7.1 5.8 7.1 6.1
Minimum -11.2 -11.7 -13.2 -15.5
Maximum 16.6 14.0 14.2 10.1
Maximum wrist extension
Average 14.3 (b) 15.2 9.3 (b) 10.7
SD 9.0 7.8 8.8 7.8
Minimum 0.4 -2.1 -3.4 -7.0
Maximum 32.6 32.4 26.9 26.7
Minimum wrist extension
Average -12.5 (b) -12.0 -15.9 (b) -16.6
SD 6.9 5.9 5.5 5.8
Minimum -26.1 -23.6 -25.6 -24.8
Maximum 0.2 -0.8 -3.7 -3.1
(a) Wrist flexion angles are expressed as negative values. No
differences existed between right and left wrists (P>.05).
(b) Average of left and right wrist extension angles different from
other slopes marked with same designation at the P<.05 level.
Statistical analysis consisted of a one-fartor repeated-measures
analysis of variance ([F.sub.3,45] for keyboard slope main effect) and
a Tukey honestly significant difference multiple-comparison post hoc
test. Results indicate that for each keyboard slope, the wrist angle
was different than for the other 3 slopes.
Table 2.
Average, Standard Deviation, and Minimum and Maximum Values of the
Mean, Maximum, and Minimum Wrist Ulnar Deviation (in Degrees) of
Individuals (N=16) Typing on a Keyboard With Slopes at 4 Angles (a)
7.5[degrees] Slope 0[degrees] Slope
Left Right Left Right
Mean ulnar
deviation
Average 12.7 (b,c,d) 9.1 (f,g) 14.3 (b) 10.6 (h,i)
SD 5.6 6.6 5.1 6.9
Minimum 2.3 -4.0 5.3 0.0
Maximum 21.6 16.6 23.0 22.6
Maximum ulnar
deviation
Average 20.0 (b,c,d,e) 23.0 (f,g) 21.6 (b,c) 24.6 (h,i)
SD 6.0 5.8 5.5 5.9
Minimum 9.5 11.0 14.6 10.7
Maximum 29.1 31.0 31.6 31.0
Minimum ulnar
deviation
Average 4.0 (b,c) 0.8 (f,g) 4.7 (b) 1.8 (h,i)
SD 6.0 6.8 6.2 7.4
Minimum -5.4 -13.9 -4.5 -6.1
Maximum 17.1 10.6 14.5 17.0
-7.5[degrees] Slope -15[degrees] Slope
Left Right Left Right
Mean ulnar
deviation
Average 14.9 (c) 13.2 (f,h) 15.7 (d) 14.9 (g,i)
SD 5.2 6.8 5.3 6.9
Minimum 5.2 3.1 5.5 3.6
Maximum 22.7 23.0 22.7 25.2
Maximum ulnar
deviation
Average 21.9 (b,d) 26.8 (f,h) 22.8 (b,e) 28.2 (g,i)
SD 5.8 5.3 6.4 6.3
Minimum 13.7 17.8 12.0 15.1
Maximum 31.9 36.7 34.0 36.9
Minimum ulnar
deviation
Average 5.4 4.6 (f,h) 6.4 (c) 6.2 (g,i)
SD 6.1 7.1 6.1 7.3
Minimum -3.7 -5.9 -3.8 -4.0
Maximum 16.2 16.8 13.2 18.9
(a) Interactions between slope and hand existed for all 3 dependent
variables (P<.05). Statistical analysis consisted of a 2-factor
repeated-measures analysis of variance (ANOVA) ([F.sub.3,105] for
interaction). Therefore, differences between hands are presented for
each slope, and differences across slopes are presented individually
for each hand.
(b) Indicates that the right wrist ulnar deviation angle was different
(P<.05) from the left wrist ulnar deviation for the slope. Statistical
analysis consisted of a one-factor repeated-measures ANOVA
([F.sub.1,15] for hand main effect).
(c,d,e) Indicates that the left wrist ulnar deviation angle was
different (P<.05) from that of other slopes marked with same
designation. Statistical analysis consisted of a 2-factor
repeated-measures ANOVA ([F.sub.3,105] for slope main effect) and a
Tukey honestly significant difference (HSD) multiple-comparison post
hoc test.
(f,g,h,i) Indicates that the right wrist ulnar deviation angle was
different (P<.05) from that of other slopes marked with same
designation. Statistical analysis consisted of a 2-factor
repeated-measures ANOVA ([F.sub.3,105] for slope main effect) and a
Tukey HSD multiple-comparison post hoc test.
Table 3.
Mean, Standard Deviation, and Minimum and Maximum Values of 10th
Percentile Amplitude Probability Distribution Function of
Electromyographic Signals From the Extensor Carpi Ulnaris (ECU),
Flexor Carpi Ulnaris (FCU), and Flexor Carpi Radialis (FCR) Muscles
as Subjects Typed on a Computer Keyboard With Slopes at 4 Angles (a)
7.5[degrees] Slope 0[degrees] Slope
Muscle Left Right Left Right
ECU (n=15) (e)
[bar]X 6.3 (b,c) 7.0 6.3 (d) 6.3
SD 3.0 3.7 2.6 3.0
Minimum 3.2 2.0 3.5 1.1
Maximum 14.7 16.8 12.8 12.8
FCU (n=16)
[bar]X 1.4 0.7 1.4 0.8
SD 1.7 0.7 1.5 0.8
Minimum 0.1 0.1 0.2 0.1
Maximum 6.3 2.6 5.7 3.2
FCR (n=16)
[bar]X 1.2 0.6 1.1 0.6
SD 1.1 0.7 0.9 0.7
Minimum 0.3 -0.5 0.3 -0.3
Maximum 4.5 2.2 3.7 2.5
-7.5[degrees] Slope -15[degrees] Slope
Muscle Left Right Left Right
ECU (n=15) (e)
[bar]X 5.5 (b) 5.9 5.0 (c,d) 5.7
SD 2.4 3.1 2.1 2.8
Minimum 2.4 0.6 3.0 0.1
Maximum 11.8 12.5 10.1 10.7
FCU (n=16)
[bar]X 1.4 0.8 1.5 0.8
SD 1.5 0.6 1.7 0.7
Minimum 0.1 0.2 0.1 0.3
Maximum 5.1 2.6 5.5 3.2
FCR (n=16)
[bar]X 1.0 0.5 0.9 0.5
SD 0.9 0.8 0.8 0.8
Minimum 0.3 -0.5 0.2 -0.3
Maximum 3.8 2.6 3.5 2.4
(a) Units are in percentage of maximum voluntary contraction (MVC). No
differences existed between right and left wrists.
(b,c,d) Average of left and right electromyographic percentage of MVC
different from that of other slopes marked with same designation at the
(P<.05 level. Statistical analysis consisted of one-factor analysis of
variance ([F.sub.3,42] for slope main effect) and a Tukey honestly
significant difference multiple-comparison post hoc test.
(e) Data for one subject had to be discarded for ECU muscle due to
technical difficulties.
Table 4.
Mean, Standard Deviation, and Minimum and Maximum Values of 50th
Percentile Amplitude Probability Distribution Function of
Electromyographic Signals From the Extensor Carpi Ulnaris (ECU),
Flexor Carpi Ulnaris (FCU), and Flexor Carpi Radialis (FCR) Muscles
as Subjects Typed on a Computer Keyboard With Slopes at 4 Angles (a)
7.5[degrees] Slope 0[degrees] Slope
Muscle Left Right Left Right
ECU (n=15) (e)
[bar]X 13.2 (b,c) 13.6 13.2 (d) 12.8
SD 5.6 6.1 4.9 4.9
Minimum 6.3 6.0 6.7 5.8
Maximum 26.9 30.0 23.3 24.4
FCU (n=16) (f)
[bar]X 7.0 (b) 4.2 7.0 4.7
SD 5.2 1.8 4.6 2.0
Minimum 1.2 1.1 1.9 1.4
Maximum 18.2 7.8 17.7 8.7
FCR (n=16) (f)
[bar]X 3.7 1.8 3.6 2.0
SD 2.2 1.2 2.0 1.4
Minimum 0.9 0.1 0.8 0.0
Maximum 9.4 4.3 7.9 5.0
-7.5[degrees] Slope -15[degrees] Slope
Muscle Left Right Left Right
ECU (n=15) (e)
[bar]X 12.3 (b) 12.1 11.2 (c,d) 11.7
SD 4.8 5.0 4.0 4.5
Minimum 5.6 5.0 6.0 4.4
Maximum 22.1 24.2 19.8 21.4
FCU (n=16) (f)
[bar]X 7.6 5.0 8.0 (b) 5.3
SD 5.1 2.2 5.5 2.4
Minimum 1.6 1.2 1.6 1.1
Maximum 17.5 9.5 19.1 11.2
FCR (n=16) (f)
[bar]X 3.8 1.9 3.6 1.9
SD 2.3 1.4 2.2 1.4
Minimum 0.7 0.0 0.7 0.0
Maximum 8.8 4.6 8.7 4.6
(a) Units are in percentage of maximum voluntary contraction (MVC).
(b,c,d) Average of left and right electromyographic percentages of MVC
different from that of other slopes marked with same designation at the
P<.05 level. Statistical analysis consisted of one-factor analysis of
variance (ANOVA) ([F.sub.3,41] for slope main effect) and a Tukey
honestly significant difference multiple-comparison post hoc test.
(e) Data for one subject had to be discarded for ECU muscle due to
technical difficulties.
(f) Right side different from left side for FCR and FCU muscles
(P<.05). Statistical analysis consisted of a 2-factor ANOVA
([F.sub.1,105] for hand main effect). No difference existed between
right and left wrists for ECU muscle.
Table 5.
Mean, Standard Deviation, and Minimum and Maximum Values of 90th
Percentile Amplitude Probability Distribution Function of
Electromyographic Signals From the Extensor Carpi Ulnaris (ECU),
Flexor Carpi Ulnaris (FCU), and Flexor Carpi Radialis (FCR) Muscles
as Subjects Typed on a Computer Keyboard With Slopes at 4 Angles (a)
7.5[degrees] Slope 0[degrees] Slope
Muscle Left Right Left Right
ECU (n=15) (d)
[bar]X 25.8 (b) 27.0 25.3 (c) 25.4
SD 11.5 11.0 10.1 9.0
Minimum 11.4 11.7 11.3 14.5
Maximum 55.7 57.2 47.7 48.0
FCU (n=16) (e)
[bar]X 27.1 (b) 18.8 26.5 (c) 20.0
SD 17.3 10.1 14.9 10.6
Minimum 11.0 7.1 12.6 7.9
Maximum 65.4 49.6 65.3 51.3
FCR (n-16) (e)
[bar]X 13.5 9.3 13.5 9.7
SD 6.1 3.4 6.6 3.6
Minimum 2.2 3.7 2.0 4.5
Maximum 23.8 15.8 27.6 16.4
-7.5[degrees] Slope -15[degrees] Slope
Muscle Left Right Left Right
ECU (n=15) (d)
[bar]X 24.1 25.4 22.1 (b,c) 24.1
SD 10.2 10.4 8.6 8.7
Minimum 10.1 12.8 11.6 12.7
Maximum 46.8 52.2 43.1 43.8
FCU (n=16) (e)
[bar]X 27.8 21.3 28.5 (b,c) 22.4
SD 15.8 11.9 16.3 12.0
Minimum 12.7 8.9 11.3 6.0
Maximum 68.4 59.1 70.7 58.6
FCR (n-16) (e)
[bar]X 13.9 9.7 13.6 9.7
SD 7.1 3.8 6.5 3.7
Minimum 2.6 4.1 3.1 5.5
Maximum 28.9 16.4 26.1 15.5
(a) Units are in percentage of maximum voluntary contraction (MVC).
(b,c) Average of left and right electromyographic percentage of MVC
different from that of other slopes marked with same designation at the
P<.05 level. Statistical analysis consisted of one-factor analysis of
variance (ANOVA) ([F.sub.3,41] for slope main effect) and a Tukey
honestly significant difference multiple-comparison post hoc test.
(d) Data for one subject had to be discarded for FCU muscle due to
technical difficulties.
(e) Right side different from left side for FCU and FCR muscles
(P<.05). Statistical analysis consisted of 2-factor ANOVA
([F.sub.1,105] for hand main effect). No difference existed between
right and left wrists for ECU muscle.
Table 6.
Mean, Standard Deviation, and Minimum and Maximum Values of
Typing Speed (in Words per Minute) and Accuracy From Typing on a
Keyboard With Slopes at 4 Angles (a)
7.5[degrees] 0[degrees] -7.5[degrees]
Slope Slope Slope
Typing speed (wpm)
[bar]X 66.1 66.9 66.9
SD 13.7 15.2 15.8
Minimum 45 40 42
Maximum 92 92 97
Typing accuracy (%) 100 100 100
-15[degrees]
Slope
Typing speed (wpm)
[bar]X 66.5
SD 14.5
Minimum 40
Maximum 91
Typing accuracy (%) 100
(a) No differences were found among the 4 keyboard slope angles for
either variable.
Figure 2.
Questionnaire used to assess ease of use and overall comfort of each
keyboard slope angle.
1. Please rate the overall ease of use of this keyboard
Very difficult Somewhat Difficult to Slightly easy
to use difficult to use to use
use
1 2 3 4
Somewhat Very easy to
easy to use use
5 6
2. Please rate your overall comfort while using this keyboard
Very Somewhat Slightly Slightly
uncomfortable uncomfortable uncomfortable comfortable
1 2 3 4
Somewhat Very
comfortable comfortable
5 6
([dagger]) Biometrics Corp. PO Box 3411. Ladysmith, VA 22501. ([double dagger]) Therapeutics Unlimited. 2835 Friendship St, Iowa City Iowa City, city (1990 pop. 59,738), seat of Johnson co., E Iowa, on both sides of the Iowa River; founded 1839 as the capital of Iowa Territory, inc. 1853. Among its manufactures are foam rubber, animal feed, paper, and food products. The city is the seat of the Univ. . IA 52240. ([section]) National Instruments National Instruments, or NI (NASDAQ: NATI), is an American company with over 4,000 employees and direct operations in 41 countries founded in 1976 by Dr. James Truchard, Bill Nowlin and Jeff Kodosky. Corp, 11500 N Mopac Expressway. Austin, TX 78759. This article was received July 19, 2002, and was accepted May 5, 2003. References (1) Tittiranonda P, Burastero S, Rempel D. Risk factors for musculoskeletal disorders among computer users. Occupational Medicine: State of the Art Reviews. 1999;14:17-38. (2) Kroemer KHE KHE Know-How Exchange . Human engineering the keyboard. Human Factors. 1972;14:51-63. (3) Marklin RW, Simoneau GG, Monroe JF. Wrist and forearm posture from typing on split and vertically-inclined computer keyboards. Human Factors. 1999;41:559-569. (4) Simoneau GG, Marklin RW, Monroe JF. Wrist and forearm posture of users of conventional computer keyboards. Human Factors. 1999;41: 413-424. (5) Gerard MJ, Armstrong TJ, Franzblau A, et al. The effects of keyswitch stiffness on typing force, finger electromyography, and subjective discomfort. Am Ind Hyg Assoc J. 1999;60:762-769. (6) Fernstrom E, Ericson MO, Malker H. Electromyographic activity during typewriter typewriter, instrument for producing by manual operation characters similar to those of printing. Corresponding to each key on the instrument's keyboard is a steel type. and keyboard use. 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. . 1994;37:477-484. (7) Simoneau GG, Marklin RW. Effect of computer keyboard slope and height on wrist extension angle. Human Factors. 2001;43:287-298. (8) Rempel D, Kier n. 1. (Bleaching) A large tub or vat in which goods are subjected to the action of hot lye or bleaching liquor; - also called keeve ltname>. PJ, Smutz WP, Hargen A. Effects of static fingertip fin·ger·tip n. The extreme end or tip of a finger. loading on carpal tunnel pressure. J Orthop Res. 1997;15:422-426. (9) Schoenmarklin RW, Marras WS. A dynamic biomechanical model of the wrist joint. In: Proceedings of the 34th Annual Meeting of the Human Factors Society. Orlando, Fla: Human Factors and Ergonomics Society The Ergonomics Society is an academic society which facilitates research into ergonomics and related disciplines. It is based in the United Kingdom. The society was officially created on 1949-09-27 at a meeting of a number of scientists at the Admiralty in London. ; 1990:805-809. (10) Kier PJ, Bach JM, Rempel DM. Effects of finger posture on carpal tunnel pressure during wrist motion. J Hand Surg [Am]. 1998;23: 1004-1009. (11) Lieber RL, Friden J. Musculoskeletal balance of the human wrist elucidated using intraoperative laser diffraction. J Electromyogr Kinesiol. 1998;8:93-100. (12) Loren GJ, Shoemaker SD, Burkholder TJ, et al. Human wrist motors: biomechanical design and application to tendon tendon, tough cord composed of closely packed white fibers of connective tissue that serves to attach muscles to internal structures such as bones or other muscles. transfers. J Biomech. 1996;29:331-342. (13) Durkan JA. A new diagnostic test for carpal tunnel syndrome. J Bone Joint Surg Am. 1991;73:535-538. (14) Gellman H. Gelberman RH, Tan AM, Botte MJ. Carpal tunnel syndrome: an evaluation of the provocative diagnostic tests. J Bone Joint Surg Am. 1986;68:735-737. (15) Martin B, Rempel D, Sudarsan P, et al. Accuracy of surface EMG to assess forearm muscle load during typing. In: Proceedings of the Marconi Research Conference; Marshall, Calif; December 11-I4, 1998. Marshall, Calif: Marconi Conference Center; 1998:55-60. (16) Martin B, Rempel D, Sudarsan P, et al Reliability and sensitivity of methods to quantify muscle load during keyboard work. In: Proceedings of the Marconi Research Conference; Marshall, Calif; December 1997. Marshall, Calif: Marconi Conference Center; 1997:40-42. (17) Jacobson M, Rempel D, Martin B, et al. Comparison of fine wire to surface EMG amplitude of finger muscles during precision tasks. In: Proceedings of the Marconi Research Conference; Marshall, Calif; December 11-14, 1998. Marshall, Calif: Marconi Conference Center: 1998:49-54. (18) Portney LG, Watkins MP. Foundations of Clinical Research: Applications to Practice. 2nd ed. Upper Saddle River Saddle River may refer to:
(19) Shrout PE, Fleiss J. Intraclass correlations: uses in assessing rate reliability. Psychol Bull. 1979;86:420-428. (20) Soderberg G, Blanco Blanco (meaning the color white in Spanish) is an adjective often used in Spanish surnames. Below is a list of famous people and places associated with the word. M, Cosentino T, Kurdelmeier K. An EMG analysis of 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. trunk musculature during flat and anteriorly an·te·ri·or adj. 1. Placed before or in front. 2. Occurring before in time; earlier. 3. Anatomy a. Located near or toward the head in lower animals. b. inclined sitting. Human Factors. 1986;28:483-491. (21) Neumann D, Cook T, Sholty R, Sobush D. An electromyographic analysis of hip abductor ab·duc·tor n. A muscle that draws a body part, such as a finger, arm, or toe, away from the midline of the body or of an extremity. abductor that which abducts. muscle activity when subjects are carrying loads in one or both hands. Phys Ther. 1992;72:207-217. (22) Basmajian JV, Blumenstein R. Electrode electrode, terminal through which electric current passes between metallic and nonmetallic parts of an electric circuit. In most familiar circuits current is carried by metallic conductors, but in some circuits the current passes for some distance through a Placement in EMG Biofeedback biofeedback, method for learning to increase one's ability to control biological responses, such as blood pressure, muscle tension, and heart rate. Sophisticated instruments are often used to measure physiological responses and make them apparent to the patient, who . Baltimore, Md: Williams & Wilkins; 1980. (23) American National Standard (standard) American National Standard - (ANS) A common prefix for ANSI documents or standards, e.g.: "ANS Forth", or "American National Standard X3.215-1994". for Human Factors Engineering of" Visual Display Workstations. Santa Monica Santa Monica (săn`tə mŏn`ĭkə), city (1990 pop. 86,905), Los Angeles co., S Calif., on Santa Monica Bay; inc. 1886. Tourism and retailing are important, and the city has motion-picture, biotechnology, and software industries. , Calif: Human Factors Society Inc; 1988. American National Standards Institute/Human Factors Society Standard No. 1001988. (24) Marklin RW, Simoneau GG. Effect of setup configurations of split computer keyboards on wrist angle. Phys Ther. 2001;81;1038-1048. (25) Hedge A, Powers JR. Wrist postures while keyboarding: effects of a negative slope keyboard system and full motion forearm supports. Ergonomics. 1995;38:508-517. (26) Armstrong TJ, Chaffin DB. Some biomechanical aspects of the carpal tunnel. J Biomech. 1978;12:567-570. (27) Armstrong TJ, Chaffin DB. An investigation of the relationship between displacements of the finger and wrist joints and the extrinsic EVIDENCE, EXTRINSIC. External evidence, or that which is not contained in the body of an agreement, contract, and the like. 2. It is a general rule that extrinsic evidence cannot be admitted to contradict, explain, vary or change the terms of a contract or of a finger flexor tendons. J Biomech. 1978; 11:119 -128. (28) Strasser H, Keller E, 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. KW, Ernst J. Local muscular strain dependent on the direction of horizontal arm movements. Ergonomics. 1989;32:899-910. (29) Jonsson B. Measurement and evaluation of local muscular strain in the shoulder during constrained con·strain tr.v. con·strained, con·strain·ing, con·strains 1. To compel by physical, moral, or circumstantial force; oblige: felt constrained to object. See Synonyms at force. 2. work. Journal of Human Ergology. 1982;11;73-88. (30) Jensen BR, Laursen B, Sjogaard G. Aspects of shoulder function in relation to exposure demands and fatigue: a mini review. Clin Biomech. 2000;15(suppl 1):S17-S20. GG Simoneau, PT, PhD, ATC ATC Air Traffic Control ATC Average Total Cost ATC Certified Athletic Trainer ATC At the Center (Hartford, Maine retreat center) ATC Applied Technology Council ATC All Things Considered , is Associate Professor, Department of Physical Therapy, Marquette University Marquette University at Milwaukee, Wis.; Jesuit; coeducational; chartered 1864, opened 1881. The school achieved university status in 1907. Among its graduate programs are those in business, engineering, and law. , Milwaukee, Wis adv. 1. Certainly; really; indeed. v. t. 1. To think; to suppose; to imagine; - used chiefly in the first person sing. present tense, I wis. See the Note under Ywis. . RW Marklin, PhD, CPE (Customer Premises Equipment) Communications equipment that resides on the customer's premises. CPE - Customer Premises Equipment , is Associate Professor, Department of Mechanical and Industrial Engineering, Marquette University, PO Box 1881, Milwaukee, WI 53201-1881 (USA) (richard.marklin@marquette.edu). Address all correspondence to Dr Marklin. JE Berman, PT, MHS (1) (Message Handling Service) An earlier messaging system from Novell that supported multiple operating systems and other messaging protocols, including SMTP, SNADS and X.400. It used the SMF-71 messaging format. , ATC, is Research Assistant, Department of Physical Therapy, Marquette University. Dr Simoneau and Dr Marklin provided concept/idea/research design, writing, facilities/equipment, and consultation (including review of manuscript before submission). Mr Berman provided data collection, and Dr Simoneau and Mr Berman provided data analysis, subjects, and institutional liaisons. Dr Simoneau provided project management and fund procurement The fancy word for "purchasing." The procurement department within an organization manages all the major purchases. . The authors acknowledge. The Arthritis Foundation This article or section needs sources or references that appear in reliable, third-party publications. Alone, primary sources and sources affiliated with the subject of this article are not sufficient for an accurate encyclopedia article. and the Office Ergonomics Research Committee (OERC OERC Office Ergonomics Research Committee OERC Office of Emergency Relief Coordinator (UN) ) for partially funding this project. In addition, the authors thank Kevin Garrison. John Monroe
John Monroe (Moira, County Down, 1839 – September 1899, Dalkey, County Dublin), was an Irish lawyer. , Sarah Welsh, Dr Paula Papanek (Marquette University), and Dr Roberta Henderson (Finch finch, common name for members of the Fringillidae, the largest family of birds (including over half the known species), found in most parts of the world except Australia. University of Health Sciences, Chicago, Ill) for their technical assistance. Testing of human subjects was approved by the Marquette University Office of Research and Sponsored Program's Institutional Review Board (HR-94-292). This research was presented in partial and condensed con·dense v. con·densed, con·dens·ing, con·dens·es v.tr. 1. To reduce the volume or compass of. 2. To make more concise; abridge or shorten. 3. Physics a. form at the International Society of Biomechanics The study of the anatomical principles of movement. Biomechanical applications on the computer employ stick modeling to analyze the movement of athletes as well as racing horses. Biomechanics Conference; Zurich, Switzerland; July 8-13, 2001. |
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