Skip to main content
Log in

Ambulatory measurement of upper limb usage and mobility-related activities during normal daily life with an upper limb-activity monitor: A feasibility study

  • Published:
Medical and Biological Engineering and Computing Aims and scope Submit manuscript

Abstract

The aim of this research was to assess the ability of an upper limb-activity monitor (ULAM) to discriminate between upper limb usage and non-usage in healthy and disabled subjects during normal daily life. The ULAM was based on ambulatory accelerometry and consisted of several acceleration sensors connected to a small recorder worn around the waist. While wearing this ULAM, four healthy and four disabled subjects performed an activity protocol representing normal daily life upper limb usage or non-usage. The motility feature (derived from the raw acceleration signals) was used as a measure of the extent of upper limb usage. Agreement scores between ULAM output and videotape recordings (reference method) were calculated. ULAM data that were of special interest for rehabilitation were detected satisfactorily (overall agreement 83.9%). There were no systematic differences in the agreement percentages between healthy and disabled subjects for mobility-related activities (p=0.345) and the different forms of upper limb usage or non-usage (p=0.715). The ULAM can be used in future studies in subjects with upper limb disorders to discriminate between upper limb usage and non-usage during performance of mobility-related activities to determine activity limitations.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Van Den Berg-Emons, H. J. G., Bussmann, J. B. J., Balk, A. H. M. M., andStam, H. J. (2000): ‘Validity of ambulatory accelerometry to quantify physical activity in heart failure’,Scand. J. Rehab. Med.,32, pp. 187–192

    Article  Google Scholar 

  • Bouten, C. V., Koekkoek, K. T., Verduin, M., Kodde, R., andJanssen, J. D. (1997): ‘A triaxial accelerometer and portable data processing unit for the assessment of daily physical activity,’,IEEE Trans. Biomed. Eng.,44, pp. 136–147

    Article  Google Scholar 

  • Bussmann, J. B. J., Veltink, P. H., Koelma, F., Lummel, R. C. V., andStam, H. J. (1995): ‘Ambulatory monitoring of mobility-related activities: the initial phase of the development of an activity monitor’,Eur. J. Phys. Med. Rehabil.,2, p. 7

    Google Scholar 

  • Bussmann, J. B. J., Reuvekamp, P. J., Veltink, P. H., Martens, W. L., andStam, H. J. (1998a). ‘Validity and reliability of measurements obtained amputation,’Phys. Ther.,78, pp. 989–998

    Google Scholar 

  • Bussmann, J. B. J., Tulen, J. H., Van Herel, E. C., andStam, H. J. (1998b): ‘Quantification of physical activities by means of ambulatory accelerometry: a validation study’,Psychophysiology,35, pp. 488–496

    Article  Google Scholar 

  • Bussmann, J. B. J., Van de Laar, Y. M., Neeleman, M. P., andBtam, H. J. (1998c): ‘Ambulatory accelerometry to quantify motor behaviour in patients after failed back surgery: a validation study’,Pain,74, pp. 153–161

    Article  Google Scholar 

  • Bussmann, J. B. J., Martens, W. L. J., Tulen, J. H. M., Schasfoort, F. C., Van Den Berg-Emons, H. J. G., andStam, H. J. (2001): ‘Measuring daily behaviour using ambulatory accelerometry: the activity monitor’,Behav. Res. Methods Instrum. Comput.,33, pp. 349–356

    Google Scholar 

  • Duckworth, D. (1995): ‘Measuring disability: the role of the ICIDH’,Disabil. Rehabil.,17, pp. 338–343

    Article  Google Scholar 

  • Geurts, A. C. H., Mulder, T., Raj, R., andNienhuis, B. (1991): ‘From the analysis of movement to the analysis of skills: bridging the gap between laboratory and clinic’,J. Rehabil. Sci.,9, p. 12

    Google Scholar 

  • Jain, A., Martens, W. L. J., Mutz, G., Weiss, R. K., andStephan, E. (1996): inFahrenberg, J., andMyrtek, M. (Eds): ‘Ambulatory assessment: computer-assisted psychological and psychophysiological methods in monitoring and field studies’ (Hogrefe & Huber Publishers, Seattle, 1996), pp. 215–236

    Google Scholar 

  • Keil, A., Elbert, T., andTaub, E. (1999): ‘Relation of accelerometer and EMG recordings for the measurement of upper extremity movement’,J. Psychophysiol.,13, pp. 77–82

    Article  Google Scholar 

  • Keith, R. A. (1994): ‘Functional status and health status’,Arch. Phys. Med. Rehabil.,75, pp. 478–483

    Article  Google Scholar 

  • Martens, W. L. J. (1992): ‘The fast time-frequency transform (FTFT): a novel approach to the instantaneous spectrum’,Proceedings of IEEE Engineering in Medicine and Biology Society

  • Matthews, C. E., andFreedson, P. S. (1995): ‘Field trial of a three-dimensional activity monitor: comparison with self report’,Med. Sci. Sports Exerc.,27, pp. 1071–1078

    Article  Google Scholar 

  • Patterson, S. M., Krantz, D. S., Montgomery, L. C., Deuster, P. A., Hedges, S. M., andNebel, L. E. (1993): ‘Automated physical activity monitoring: validation and comparison with physiological and self-report measures’,Psychophysiology,30, pp. 296–305

    Google Scholar 

  • Renfrew, J. W., Moore, A. M., Grady, C., Robertson-Tchabo, E. A., Cutler, N. R., Rapoport, S. I., Colburn, T. R., andSmith, B. M. (1984): ‘A method for measuring arm movements in man under ambulatory conditions,’Ergonomics,27, pp. 651–661

    Google Scholar 

  • Renfrew, J. W., Pettigrew, K. D., andRapoport, S. I. (1987): ‘Motor activity and sleep duration as a function of age in healthy men’,Physiol. Behav.,41, pp. 627–634

    Article  Google Scholar 

  • Richards, J. M. Jr, andHemstreet, M. P. (1994): ‘Measures of life quality, role performance, and functional status in asthma research’,Am. J. Respir. Crit. Care Med.,149, pp. S40–43

    Google Scholar 

  • Tamura, T., Fujimoto, T., Sakaki, H., Higashi, Y., Yoshida, T., andTogawa, T. (1997): ‘A solid-state ambulatory physical activity monitor and its application to measuring daily activity of the elderly’,J. Med. Eng. Technol.,21, pp. 96–105

    Article  Google Scholar 

  • Taub, E., Uswatte, G., andPidikiti, R. (1999): ‘Constraint-induced movement therapy: a new family of techniques with broad application to physical rehabilitation—a clinical review’,J. Rehabil. Res. Dev.,36, pp. 237–251

    Google Scholar 

  • Tulen, J. H., Bussmann, H. B., Van Steenis, H. G., Pepplinkhuizen, L., andMan Int Veld, A. J. (1997): ‘A novel tool to quantify physical activities: ambulatory accelerometry in psychopharmacology’,J. Clin. Psychopharmacol.,17, pp. 202–207

    Article  Google Scholar 

  • Tulen, J. H., Stronks, D. L., Bussmann, J. B., Pepplinkhuizen, L., andPasschier, J. (2000): ‘Towards an objective quantitative assessment of daily functioning in migraine: a feasibility study’,Pain,86, pp. 139–149

    Article  Google Scholar 

  • Uswatte, G., Miltner, W. H., Foo, B., Varma, M., Moran, S., andTaub, E. (2000): ‘Objective measurement of functional upper-extremity movement using accelerometer recordings transformed with a threshold filter’,Stroke,31, pp. 662–667

    Google Scholar 

  • Van Hilten, B., Hoff, J. I., Middelkoop, H. A., Van Der Velde, E. A., Kerkhof, G. A., Wauquier, A., Kamphuisen, H. A., andRoos, R. A. (1994): ‘Sleep disruption in Parkinson's disease. Assessment by continuous activity monitoring,’Arch. Neuro.,51, pp. 922–928

    Google Scholar 

  • Van Vugt, J. P., Van Hilten, B. J., andRoos, R. A. (1996): ‘Hypokinesia in Huntington's disease’,Mov. Disord.,11, pp. 384–388

    Article  Google Scholar 

  • Veltink, P. H., Bussmann, H. B., De Vries, W., Martens, W. L., andVan Lummel, R. C. (1996): ‘Detection of static and dynamic activities using uniaxial accelerometers’,IEEE Trans. Rehabil. Eng.,4, pp. 375–385

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to F. C. Schasfoort.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Schasfoort, F.C., Bussmann, J.B.J. & Stam, H.J. Ambulatory measurement of upper limb usage and mobility-related activities during normal daily life with an upper limb-activity monitor: A feasibility study. Med Bio Eng Comput 40, 173–182 (2002). https://doi.org/10.1007/BF02348122

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02348122

Keywords

Navigation