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Perception of effort monitors internal load during compounded circuit training

Abstract

The aim of this study was to determine if rating of perceived exertion (RPE) could be used to monitor the internal load during compounded circuit training (CCT) sessions in women. Thirteen young adults women performed three sessions of CCT varying the intensity according to participants' maximum heart rate (50, 70 and 90%HRmax). Throughout the main part of CCT (35min), HR and RPE were measured. Both variables were significantly different among the exercise intensities. However, HR and RPE were not correlated. Probably because HR at the end of exercise was similar to the beginning at 90% and 70% of HRmax intensities, and lower than the beginning instant at 50% of HRmax intensity, whereas RPE increased from the beginning instant to the end of exercise for all intensities. Therefore, RPE is suitable to monitor the internal load during CCT sessions in women due to its possibility to detect the (in)tolerance to exercise, despite of the lack of correlation with HR.

Keywords:
rating of perceived exertion; circuit weight training; heart rate

Introduction

The circuit-weight training method, characterized by alter nating exercises between upper- and lower-body segments performed at stations, has been widely used in fitness-related practice settings (Aniceto et al. , 2015Aniceto, R.R., Ritti-Dias, R.M., dos Prazeres, T.M.P., Farah, B.Q., de Lima, F.F.M., & do Prado, W.L. (2015). Rating of perceived exertion during circuit weight training. Journal of Strength and Conditioning Research, (MAY), 1. http://doi.org/10.1519/JSC.0000000000000998
http://doi.org/10.1519/JSC.0000000000000...
). The physiological strain can be increased alternating strength and aerobic exer cises, which maximizes the time-efficiency while addressing several aspects of physical fitness (Skidmore, Jones, Blegen, & Matthews, 2012Skidmore, B.L., Jones, M.T., Blegen, M., & Matthews, T.D. (2012). Acute effects of three different circuit weight training protocols on blood lac tate, heart rate, and rating of perceived exertion in recreationally active women. Journal of Sports Science and Medicine, 11(4), 660-668.). Such combination has been defined as compounded circuit training (CCT) (Monteiro et al. , 2008Monteiro, G., Alveno, D., Prado, M., Monteiro, G., Ugrinowitsch, C., Aoki, M. S., & Piçarro, I. C. (2008). Acute physiological responses to different circuit training protocols. The Journal of Sports Medicine and Physical Fitness, 48(4), 438-42. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/18997645
http://www.ncbi.nlm.nih.gov/pubmed/18997...
).

The CCT has been shown to be an adequate training strategy to produce cardiovascular improvements and greater energy expenditure for both men and women (Monteiro et al. , 2008Monteiro, G., Alveno, D., Prado, M., Monteiro, G., Ugrinowitsch, C., Aoki, M. S., & Piçarro, I. C. (2008). Acute physiological responses to different circuit training protocols. The Journal of Sports Medicine and Physical Fitness, 48(4), 438-42. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/18997645
http://www.ncbi.nlm.nih.gov/pubmed/18997...
). However, monitoring exercise intensity during the CCT has been neglected, in spite of its key role on modulat ing training adaptations, by controlling the workload during the sessions. Heart rate (HR) has been frequently used to quantify the physiological exercise intensity in high-intensity interval training (Ciolac et al. , 2014Ciolac, E., Mantuani, S., Neiva, C., Veradi, C., Pêssoa-Filho, D., & Pimenta, L. (2014). Rating of perceived exertion as a tool for pre scribing and self regulating interval training: a pilot study. Biology of Sport, 32(2), 103-108. http://doi.org/10.5604/20831862.1134312
http://doi.org/10.5604/20831862.1134312...
; Green et al. , 2006Green, J.M., Mclester, J.R., Crews, T.R., Wickwire, P.J., Pritchett, R.C., & Lomax, R.G. (2006). RPE Association with Lactate and Heart Rate during High-Intensity Interval Cycling. Medicine & Science in Sports & Exercise, 38(1), 167-172. http://doi.org/10.1249/01.mss.0000180359.98241.a2
http://doi.org/10.1249/01.mss.0000180359...
) and circuit-weight training (Skidmore et al. , 2012Skidmore, B.L., Jones, M.T., Blegen, M., & Matthews, T.D. (2012). Acute effects of three different circuit weight training protocols on blood lac tate, heart rate, and rating of perceived exertion in recreationally active women. Journal of Sports Science and Medicine, 11(4), 660-668.). On the other hand, perception of effort has been suggested to easily monitor exercise intensity in circuit-weight training (Skidmore et al. , 2012Skidmore, B.L., Jones, M.T., Blegen, M., & Matthews, T.D. (2012). Acute effects of three different circuit weight training protocols on blood lac tate, heart rate, and rating of perceived exertion in recreationally active women. Journal of Sports Science and Medicine, 11(4), 660-668.) and high-intensity interval training (Ciolac et al. , 2014Ciolac, E., Mantuani, S., Neiva, C., Veradi, C., Pêssoa-Filho, D., & Pimenta, L. (2014). Rating of perceived exertion as a tool for pre scribing and self regulating interval training: a pilot study. Biology of Sport, 32(2), 103-108. http://doi.org/10.5604/20831862.1134312
http://doi.org/10.5604/20831862.1134312...
; Green et al. , 2006Green, J.M., Mclester, J.R., Crews, T.R., Wickwire, P.J., Pritchett, R.C., & Lomax, R.G. (2006). RPE Association with Lactate and Heart Rate during High-Intensity Interval Cycling. Medicine & Science in Sports & Exercise, 38(1), 167-172. http://doi.org/10.1249/01.mss.0000180359.98241.a2
http://doi.org/10.1249/01.mss.0000180359...
). Thus, it would be useful to determine if perception of effort can also be used to monitor the internal load (physiological/perceptual strain) during CCT sessions.

The perception of effort, defined as the conscious sen sation of how hard, heavy, and strenuous a physical task is (Goldstein, 2009Goldstein, E. B. (2009). Encyclopedia of perception. Los Angeles.; Marcora, 2010Marcora, S. (2010). Afferent Feedback From Fatigued Locomotor Muscles Is Not an Important Determinant of Endurance Exercise Performance. Journal of Applied Physiology, 108(2), 454-456. http://doi.org/10.1152/japplphysiol.00976.2009a
http://doi.org/10.1152/japplphysiol.0097...
) and measured through the rating of perceived exertion (RPE) scale (Borg, 2000Borg, G. (2000). Escalas de Borg para a dor e o esforço.), has presented good correlation with physiological variables (e.g., HR, oxygen consumption and blood lactate concentration) in incremental exercise (Borg, Gunnar; Ljunggren, Gunilla; Ceci, 1985Borg, G.; Ljunggren, G.; Ceci, R. (1985). The increase of perceived exertion, aches and pain in the legs, heart rate and blood lactate during exercise on a bicycle ergometere. European Journal of Applied Physiology and Occupational Physiology, 54(4), 343-349.; Psycharakis, 2011Psycharakis S.G.(2011). A longitudinal analysis on the validity and reliability of ratings of perceived exertion for elite swimmers. Strength And Conditioning, (6), 420-426.; Wolff, René, & Faculté, 2003Wolff, M., René, U., & Faculté, D. (2003). Reliability of Rating Scales of Perceived Exertion and Heart Rate During Progressive and Maximal Constant Load Exercises Till Exhaustion in Physical Education Students. International Journal of Sports Medicine, 24(4), 285-290. http://doi.org/10.1055/s-2003-39502
http://doi.org/10.1055/s-2003-39502...
). However, such a relationship can be inflated by the corollary increase in both physiological response and perception of effort during incremental protocols. Nevertheless, it is hypothesized that RPE and HR would be significantly correlated during CCT sessions performed at different intensities. Thus, RPE could be a useful tool to monitor the internal load during CCT sessions, since it has been applied at a number of gyms specifically designed for women. Therefore, the aim of this study was to determine if RPE could be used to monitor the internal load during CCT sessions in women.

Materials and methods

Participants

Thirteen physically active young healthy women (24.8 ± 3.6 years, 64.0 ± 7.0 kg, 170 ± 10 cm, 23.0 ± 3.0 kg/m²) agreed to participate in this study. The Ethics Committee of the University approved the experimental procedures of this study (CAEE 45901015.0.0000.0093). The participants received information about the study and signed a consent form before starting the procedures.

Experimental procedures

The participants performed three sessions of CCT at dif ferent intensities, 50%, 70% and 90% of their maximum heart rate (HRmax = 220 - age), on different days. These intensities were based on a previous familiarization session with the ex perimental procedures, which also was used as a pilot study. All sessions were separated by six days, always performed at the same period and by the same researcher. During the whole experimental period, it was requested that the participants maintain their physical and dietary habits, and to avoid stren uous exercise 48h before each session. The participants were divided into four groups. Each group had its training intensity order randomly assigned. The training sessions consisted of 5 min warming up, 35 min as the main part performing the CCT, and 5 min of relaxation. During the main part, HR and RPE were measured every 5 min. A portable device (Electro FT1, Polar, Kempele, Finland) was used to monitor the HR. The 6-20 Borg scale was used to monitor the perception of effort (Borg, 2000Borg, G. (2000). Escalas de Borg para a dor e o esforço.). All the participants were familiar with the CCT and RPE scale.

However, to avoid misinterpretation to report perception of effort, before every session, the participants received the follow ing instructions to use the RPE scale: "During the exercise, we want to evaluate your perception of effort. It depends on how difficult, heavy and hard is for you to exercise your legs or arms, how difficult it is to breathe, and general feeling of strain for the exercise. It does not depend on pain and burning sensation in your muscles of legs or arms. Look at this scale, where 6 means "no effort, at rest" and 20 means "maximal exertion". A score of nine corresponds to a "very light" exercise for a person which is like walking slowly at your own pace for a few minutes. A score of thirteen is an exercise "somewhat hard" but it still feels good to keep going. A score of seventeen or "very hard" is a very vigorous exercise, in which person can still perform it, but he/she really has to struggle and feeling of much difficulty and tired. A score of nineteen is an "exhaustive" exercise, being the most intense workout ever experienced. Try to evaluate your exertion feelings as honestly as possible, without thinking about the workload (e.g., heart rate, speed, power, intensity level of the exercise machine). It is important to rate your own feelings of effort, not how it compares to others. Any questions?"

Compounded circuit training

The training sessions consisted of alternating weight and aerobic exercises, controlled by time, and varying active and passive resting periods between exercise sets (Table 1). The first exercise intensity of CCT was based on a familiarization session.

Table 1
Exercises performed during the compounding circuit training sessions at different intensities.

Statistical Analysis

The estimated power for comparisons of heart rate and per ceived exertion was 0.94 for the number of participants in the present study. Data normality and homogeneity of variance were verified through Shapiro-Wilk and Levene tests, respectively. Then, two-way repeated measures ANOVA was run to deter mine differences between intensity (50, 70 and 90% HRmax) and time (5, 10, 15, 20, 25, 30, 35 min) for the dependent variables. Bonferroni post hoc test was used for multiple comparison pur pose. The relationship between heart rate and perceived exertion at different intensities was checked using Pearson's correlation coefficient. The level of significance was p < 0.05.

Results

There was interaction between intensity and time for both HR (p =0.002) and RPE (p =0.003). Moreover, the HR was significantly different among the intensities at iso-time (same instant) (Figure 1, upper panel). The RPE was also significantly different among the intensities at iso-time (Figure 1, lower panel). However, HR and RPE presented different patterns over the time (Figure 1).

Figure 1
Mean and standard deviation of heart rate (HR) (upper panel) and rating of perceived exertion (RPE) (lower panel) at different instants during different compounding circuit training sessions based on maxi mum HR. For both HR and RPE variables: 90% of HRmax exercise in tensity was significantly different from 70% and 50% of HRmax exercise intensities at iso-time (same instant) for the whole session; 70% of HRmax exercise intensity was significantly different from 50% of HRmax exercise intensity at isotime for the whole session. aSignificantly different from 5 min at the same intensity; bSignificantly different from 10 min at the same intensity. cSignificantly different from 15 min at the same intensity.

There was no correlation between heart rate and perceived exertion at different exercise intensities [50% (r= -0.11; p=0.31), 70% (r= -0.01; p=0.9) and 90% HRmax (r=0.15; p=0.14)].

Discussion

The aim of this study was to determine if perception of effort could be used to monitor the training load during CCT sessions performed at different intensities in women. Both variables - HR and RPE - were different among the CCT intensities, in which they were greater in sessions with higher exercise intensities. However, these variables presented different temporal pattern throughout the sessions, being not significantly correlated in any of the exercise sessions.

HR and RPE were greater during the sessions performed with higher exercise intensity. Such response is based on the manipula tion of intensity through the active resting intervals between sets and multi-joint exercises performed at 70% and 90% of HRmax, requiring greater physiological demand (Ciolac et al. , 2014Ciolac, E., Mantuani, S., Neiva, C., Veradi, C., Pêssoa-Filho, D., & Pimenta, L. (2014). Rating of perceived exertion as a tool for pre scribing and self regulating interval training: a pilot study. Biology of Sport, 32(2), 103-108. http://doi.org/10.5604/20831862.1134312
http://doi.org/10.5604/20831862.1134312...
; Polito, 2015Polito, M. (2015). Arterial E Duplo- -Produto Ao Exercício Contra- Resistência : Uma Revisão Da Literatura, (October).). However, HR and RPE were not significantly correlated at different exercise intensities during the CCT sessions. Previous studies have reported relationship between these variables during incremental workload exercise and during high-intensity interval training (Borg, et al. 1985Borg, G.; Ljunggren, G.; Ceci, R. (1985). The increase of perceived exertion, aches and pain in the legs, heart rate and blood lactate during exercise on a bicycle ergometere. European Journal of Applied Physiology and Occupational Physiology, 54(4), 343-349.; Psycharakis, 2011Psycharakis S.G.(2011). A longitudinal analysis on the validity and reliability of ratings of perceived exertion for elite swimmers. Strength And Conditioning, (6), 420-426.; Wolff et al. , 2003Wolff, M., René, U., & Faculté, D. (2003). Reliability of Rating Scales of Perceived Exertion and Heart Rate During Progressive and Maximal Constant Load Exercises Till Exhaustion in Physical Education Students. International Journal of Sports Medicine, 24(4), 285-290. http://doi.org/10.1055/s-2003-39502
http://doi.org/10.1055/s-2003-39502...
). On the other hand, previous study has shown different temporal pattern of HR and RPE changes during CCT (Skidmore et al. , 2012Skidmore, B.L., Jones, M.T., Blegen, M., & Matthews, T.D. (2012). Acute effects of three different circuit weight training protocols on blood lac tate, heart rate, and rating of perceived exertion in recreationally active women. Journal of Sports Science and Medicine, 11(4), 660-668.). Similarly, in the present study, the overall RPE increase occurred from the middle to the end of exercise session for all intensities. In contrast, HR at the end of exercise was similar to the beginning instant at 90% and 70% of HRmax, or at the end of exercise HR was lower than the beginning instant at 50% of HRmax.

It has been shown that HR is a relatively poor indicator of exercise intensity during intermittent training (Foster, et al. , 2001Foster, C, Florhaug, J.A., Franklin, J., Gottschall, L., Hrovatin, L.A., Parker, S., Doleshal, P., and Dodge, C. (2001). A New approach to monitoring exercise training. J Strength Cond Res, 15, 109-115.). The RPE has increased during the exercise even when physiological variables have been stabilized (Pires et al. , 2011Pires, F.O., Lima-Silva, A.E., Bertuzzi, R., Casarini, D.H., Kiss, M.A., Lambert, M.I., & Noakes, T.D. (2011). The influence of peripheral afferent signals on the rating of perceived exertion and time to exhaustion during exercise at different intensities, 48, 1284-1290.). Moreover, it has been reported that previous mental fatigue has increased RPE, whereas neither HR nor oxygen consumption have changed (Marcora, Staiano, & Manning, 2009Marcora, S.M., Staiano, W., & Manning, V. (2009). Mental fa tigue impairs physical performance in humans. Journal of Applied Physiology, 106(3), 857-864. http://doi.org/10.1152/japplphysiol.91324.2008
http://doi.org/10.1152/japplphysiol.9132...
). The lack of correlation between HR and RPE, in these studies and in the present, can be explained based on the Psychobiological model, which postulates that perception of effort is the conscious aware ness of the central motor command sent to the active muscles, independent of peripheral afferent feedback signals (Marcora, 2009Marcora, S.M. (2009). Perception of effort during exercise is inde pendent of afferent feedback from skeletal muscles, heart, and lungs. Journal of Applied Phyiology, 106, 2060-2062. http://doi. org/10.1152/japplphysiol.90378.2008
http://doi. org/10.1152/japplphysiol.903...
; Smirmaul, Dantas, Nakamura, & Pereira, 2013Smirmaul, B.P.C., Dantas, J.L., Nakamura, F.Y., & Pereira, G. (2013). The psychobiological model : a new explanation to intensity regulation and (in)tolerance in endurance exercise. Revista Brasileira de Educação Física E Esporte, 27(2), 333-340. http://doi.org/10.1590/S1807-55092013005000008
http://doi.org/10.1590/S1807-55092013005...
). Therefore, as RPE is generated independently from other physiological responses (e.g., HR and oxygen consumption), it can be used not only to monitor exercise intensity, but also to detect the (in) tolerance to exercise (Rodríguez-Marroyo, Villa, García-López, & Foster, 2012Rodríguez-Marroyo, J.A., Villa, G., García-López, J., & Foster, C. (2012). Comparison of Heart Rate and Session Rating of Perceived Exertion Methods of Defining Exercise Load in Cyclists. Journal of Strength and Conditioning Research, 26(8), 2249-2257. http://doi.org/10.1519/JSC.0b013e31823a4233
http://doi.org/10.1519/JSC.0b013e31823a4...
). In fact, RPE has been shown to be more sensitive to the accumulated fatigue caused by prolonged multiple-day cycling race than HR (Rodríguez-Marroyo et al. , 2012Rodríguez-Marroyo, J.A., Villa, G., García-López, J., & Foster, C. (2012). Comparison of Heart Rate and Session Rating of Perceived Exertion Methods of Defining Exercise Load in Cyclists. Journal of Strength and Conditioning Research, 26(8), 2249-2257. http://doi.org/10.1519/JSC.0b013e31823a4233
http://doi.org/10.1519/JSC.0b013e31823a4...
).

Based on these arguments, RPE can be useful to monitor the training load during CCT sessions for women, although there was no correlation between HR and RPE. From a practical point of view, practitioners are suggested to use RPE scale during CCT sessions, since exercise (in)tolerance (i.e., task disengage ment) is much more related to RPE than to other physiological variables, such as HR. Thus, to maintain a target level of RPE during each CCT, the HR can be even reduced over the exercise session. Future studies are needed to address the training effects of CCT guided by RPE.

Conclusion

Although there was no correlation between HR and RPE, it can be suggested that RPE can be useful to monitor the training load during CCT sessions for women, since it presents the possi bility to detect the (in)tolerance to exercise. Empirically, healthy women can feel difficulty to maintain the exercise intensity during CCT, despite of HR stabilization throughout the session.

References

  • Aniceto, R.R., Ritti-Dias, R.M., dos Prazeres, T.M.P., Farah, B.Q., de Lima, F.F.M., & do Prado, W.L. (2015). Rating of perceived exertion during circuit weight training. Journal of Strength and Conditioning Research, (MAY), 1. http://doi.org/10.1519/JSC.0000000000000998
    » http://doi.org/10.1519/JSC.0000000000000998
  • Borg, G. (2000). Escalas de Borg para a dor e o esforço.
  • Borg, G.; Ljunggren, G.; Ceci, R. (1985). The increase of perceived exertion, aches and pain in the legs, heart rate and blood lactate during exercise on a bicycle ergometere. European Journal of Applied Physiology and Occupational Physiology, 54(4), 343-349.
  • Ciolac, E., Mantuani, S., Neiva, C., Veradi, C., Pêssoa-Filho, D., & Pimenta, L. (2014). Rating of perceived exertion as a tool for pre scribing and self regulating interval training: a pilot study. Biology of Sport, 32(2), 103-108. http://doi.org/10.5604/20831862.1134312
    » http://doi.org/10.5604/20831862.1134312
  • Foster, C, Florhaug, J.A., Franklin, J., Gottschall, L., Hrovatin, L.A., Parker, S., Doleshal, P., and Dodge, C. (2001). A New approach to monitoring exercise training. J Strength Cond Res, 15, 109-115.
  • Goldstein, E. B. (2009). Encyclopedia of perception. Los Angeles.
  • Green, J.M., Mclester, J.R., Crews, T.R., Wickwire, P.J., Pritchett, R.C., & Lomax, R.G. (2006). RPE Association with Lactate and Heart Rate during High-Intensity Interval Cycling. Medicine & Science in Sports & Exercise, 38(1), 167-172. http://doi.org/10.1249/01.mss.0000180359.98241.a2
    » http://doi.org/10.1249/01.mss.0000180359.98241.a2
  • Marcora, S. (2010). Afferent Feedback From Fatigued Locomotor Muscles Is Not an Important Determinant of Endurance Exercise Performance. Journal of Applied Physiology, 108(2), 454-456. http://doi.org/10.1152/japplphysiol.00976.2009a
    » http://doi.org/10.1152/japplphysiol.00976.2009a
  • Marcora, S.M. (2009). Perception of effort during exercise is inde pendent of afferent feedback from skeletal muscles, heart, and lungs. Journal of Applied Phyiology, 106, 2060-2062. http://doi. org/10.1152/japplphysiol.90378.2008
    » http://doi. org/10.1152/japplphysiol.90378.2008
  • Marcora, S.M., Staiano, W., & Manning, V. (2009). Mental fa tigue impairs physical performance in humans. Journal of Applied Physiology, 106(3), 857-864. http://doi.org/10.1152/japplphysiol.91324.2008
    » http://doi.org/10.1152/japplphysiol.91324.2008
  • Monteiro, G., Alveno, D., Prado, M., Monteiro, G., Ugrinowitsch, C., Aoki, M. S., & Piçarro, I. C. (2008). Acute physiological responses to different circuit training protocols. The Journal of Sports Medicine and Physical Fitness, 48(4), 438-42. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/18997645
    » http://www.ncbi.nlm.nih.gov/pubmed/18997645
  • Pires, F.O., Lima-Silva, A.E., Bertuzzi, R., Casarini, D.H., Kiss, M.A., Lambert, M.I., & Noakes, T.D. (2011). The influence of peripheral afferent signals on the rating of perceived exertion and time to exhaustion during exercise at different intensities, 48, 1284-1290.
  • Polito, M. (2015). Arterial E Duplo- -Produto Ao Exercício Contra- Resistência : Uma Revisão Da Literatura, (October).
  • Rodríguez-Marroyo, J.A., Villa, G., García-López, J., & Foster, C. (2012). Comparison of Heart Rate and Session Rating of Perceived Exertion Methods of Defining Exercise Load in Cyclists. Journal of Strength and Conditioning Research, 26(8), 2249-2257. http://doi.org/10.1519/JSC.0b013e31823a4233
    » http://doi.org/10.1519/JSC.0b013e31823a4233
  • Skidmore, B.L., Jones, M.T., Blegen, M., & Matthews, T.D. (2012). Acute effects of three different circuit weight training protocols on blood lac tate, heart rate, and rating of perceived exertion in recreationally active women. Journal of Sports Science and Medicine, 11(4), 660-668.
  • Smirmaul, B.P.C., Dantas, J.L., Nakamura, F.Y., & Pereira, G. (2013). The psychobiological model : a new explanation to intensity regulation and (in)tolerance in endurance exercise. Revista Brasileira de Educação Física E Esporte, 27(2), 333-340. http://doi.org/10.1590/S1807-55092013005000008
    » http://doi.org/10.1590/S1807-55092013005000008
  • Psycharakis S.G.(2011). A longitudinal analysis on the validity and reliability of ratings of perceived exertion for elite swimmers. Strength And Conditioning, (6), 420-426.
  • Wolff, M., René, U., & Faculté, D. (2003). Reliability of Rating Scales of Perceived Exertion and Heart Rate During Progressive and Maximal Constant Load Exercises Till Exhaustion in Physical Education Students. International Journal of Sports Medicine, 24(4), 285-290. http://doi.org/10.1055/s-2003-39502
    » http://doi.org/10.1055/s-2003-39502

Publication Dates

  • Publication in this collection
    Mar 2016

History

  • Received
    16 Nov 2015
  • Accepted
    25 Nov 2015
Universidade Estadual Paulista Universidade Estadual Paulista, Av. 24-A, 1515, 13506-900 Rio Claro, SP/Brasil, Tel.: (55 19) 3526-4330 - Rio Claro - SP - Brazil
E-mail: motriz.rc@unesp.br