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1

Muslim, Erlinda, Aisyah Iadha Nuraini, and Maya Arlini Puspasari. "Analysis of Vertical Multiplier on Revised National Institute for Occupational Safety and Health (NIOSH) Lifting Equation for Male Workers in Indonesia Industry." Advanced Engineering Forum 10 (December 2013): 236–42. http://dx.doi.org/10.4028/www.scientific.net/aef.10.236.

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Manual Material Handling (MMH) is a risky activity that causes low back pain and has become a worldwide phenomenon, not only in developed countries, but also occur in developing countries. One effort to reduce the injury caused by MMH is the Reccomended Weight Limit (RWL) equation, published by NIOSH. However, NIOSH equation is more tested and researched in European and America. Therefore, it is necessary adjustment for Indonesia people. In this paper, the author analyze the vertical multiplier factor in NIOSH equation for male workers in Indonesia. Multiplier factor is assessed using three cr
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2

Rochmat, Moehamad Adi. "ANALISIS DAN PERANCANGAN MATERIAL HANDLING DENGAN PERHITUNGAN NIOSH LIFTING EQUATION SINGLE TASK." Jurnal Ilmiah Informatika Komputer 23, no. 1 (2018): 56–65. http://dx.doi.org/10.35760/ik.2018.v23i1.2067.

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Revised NIOSH Lifting Equation (RNLE) merupakan sebuah aplikasi yang dibuat oleh National Institute for Occupational Safety and Health (NIOSH) yang merupakan sebuah institusi di Amerika yang mengembangkan perangkat penilaian dalam bidang keselamatan dan kesehatan kerja. Salah satu aplikasi yang dikembangkan dinamakan Revised NIOSH Lifting Equation Single Task yang digunakan untuk menguji aktifitas pemindahan barang tanpa perpindahan posisi kaki. Aplikasi yang dibangun akan memberikan penilaian terhadap sistem kerja yang dilakukan oleh seorang pekerja. Salah satu hasil perhitungan dari aplikasi
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3

Lee, Kwan S., and Hee S. Park. "Assessment of Validity of Applying the Revised NIOSH Weight Limit of Lifts to Korean Young, Male Population: Psychophysical Approach." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 39, no. 10 (1995): 714–17. http://dx.doi.org/10.1177/154193129503901037.

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This investigation was aimed to study using the psychophysical method if the revised weight limit of lifts recommended by the U.S. National Institute for Occupational Safety and Health (NIOSH) can be used as a limit for the Korean workers. College students and field workers, all of whom were young males, participated in the experiment. The psychophysical experiment and the validation experiment were performed in sagittal plane where lifting frequency and lifting height varied. Main results showed the load constant obtained in this study was about the same as the one recommended in the NIOSH eq
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4

Dempsey, Patrick G. "Usability of the revised NIOSH lifting equation." Ergonomics 45, no. 12 (2002): 817–28. http://dx.doi.org/10.1080/00140130210159977.

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5

Frederick, Linda J., and Michael J. Brantmayer. "A Comparison of NIOSH Lifting Equation Software." Ergonomics in Design: The Quarterly of Human Factors Applications 6, no. 3 (1998): 26–31. http://dx.doi.org/10.1177/106480469800600306.

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6

Waters, Thomas R., Sherry L. Baron, Laurie A. Piacitelli, et al. "Evaluation of the Revised NIOSH Lifting Equation." Spine 24, no. 4 (1999): 386–94. http://dx.doi.org/10.1097/00007632-199902150-00019.

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7

Greene, Runyu L., Guanhua Chen, Ming-Lun Lu, Yu Hen Hu, and Robert G. Radwin. "Enhancing the Revised NIOSH Lifting Equation using ComputerVision." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 65, no. 1 (2021): 467–71. http://dx.doi.org/10.1177/1071181321651211.

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Trunk kinematics (i.e. speed and acceleration), a risk factor associated with low back pain (LBP), is difficult to measure in the field and is not incorporated in popular lifting analysis tools. In this study, computationally efficient computer vision-based methods were used to estimate trunk kinematics from video recordings collected in a previous prospective study. We explored the relationships between trunk kinematics and health outcomes, and if incorporating trunk kinematics into the revised NIOSH Lifting Equation (RNLE) may improve its predictability of LBP risk. Significant correlations
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8

Dempsey, Patrick G., Gary S. Sorock, John P. Cotnam, et al. "Field Evaluation of the Revised Niosh Lifting Equation." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 44, no. 29 (2000): 37–40. http://dx.doi.org/10.1177/154193120004402910.

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9

Sorock, Gary S., Fadi A. Fathallah, Lobat Hashemi, and Patrick G. Dempsey. "Measurement Accuracy of the 1991 NIOSH Equation Parameters." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 41, no. 2 (1997): 1373. http://dx.doi.org/10.1177/1071181397041002154.

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10

HIDALGO, JORGE, ASHRAF GENAIDY, WALDEMAR KARWOWSKI, DORAN CHRISTENSEN, RONALD HUSTON, and JEFFEREY STAMBOUGH. "A comprehensive lifting model: beyond the NIOSH lifting equation." Ergonomics 40, no. 9 (1997): 916–27. http://dx.doi.org/10.1080/001401397187748.

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11

Karwowski, Waldemar, and Paul Gaddie. "Simulation of the 1991 Revised NIOSH Manual Lifting Equation." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 39, no. 10 (1995): 699–703. http://dx.doi.org/10.1177/154193129503901034.

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Digital computer simulation of the 1991 Revised NIOSH Lifting Equation was performed using SLAM II in order to examine the behavior of this equation under a variety of realistic industrial lifting tasks. The results showed that over all conditions studied (represented by 100,000 randomly generated lifting task scenarios), the recommended weight limit (RWL) values for the 99.5% of all tasks were equal to or lower than 12.5 kg or 27.5 lbs. With respect to lifting time exposure, the RWL values for the 99.5% of cases were equal to or lower than 13 kg (or 28.6 lbs) for up to one hour of lifting, 12
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12

Luximon, Ameersing. "Dynamic Footwear Fit Model Similar to NIOSH Lifting Equation." Procedia Manufacturing 3 (2015): 3732–37. http://dx.doi.org/10.1016/j.promfg.2015.07.808.

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13

Waters, T. R., S. L. Baron, and K. Kemmlert. "Accuracy of measurements for the revised NIOSH lifting equation." Applied Ergonomics 29, no. 6 (1998): 433–38. http://dx.doi.org/10.1016/s0003-6870(98)00015-5.

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14

Fox, Robert R., Ming-Lun Lu, Enrico Occhipinti, and Matthias Jaeger. "Understanding outcome metrics of the revised NIOSH lifting equation." Applied Ergonomics 81 (November 2019): 102897. http://dx.doi.org/10.1016/j.apergo.2019.102897.

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15

Sardinha, Laura, Joana Valente Baleiras, Sofia Sousa, Tânia M. Lima, and Pedro D. Gaspar. "Decision Support System (DSS) for Improving Production Ergonomics in the Construction Sector." Processes 12, no. 11 (2024): 2503. http://dx.doi.org/10.3390/pr12112503.

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Ergonomics is essential to improving workplace safety and efficiency by reducing the risks associated with physical tasks. This study presents a decision support system (DSS) aimed at enhancing production ergonomics in the construction sector through an analysis of high-risk postures. Using the Ovako Work Posture Analysis System (OWAS), the Revised NIOSH Lifting Equation (NIOSH equation) and Rapid Entire Body Assessment (REBA), the DSS identifies ergonomic risks by assessing body postures across common construction tasks. Three specific postures—X, Y and Z—were selected to represent typical co
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16

Kamarudin, Nor Hafeezah, Siti Anom Ahmad, Mohd Khair Hassan, Rosnah Mohd Yusuff, and Siti Zawiah Md Dawal. "A Review of the NIOSH Lifting Equation and Ergonomics Analysis." Advanced Engineering Forum 10 (December 2013): 214–19. http://dx.doi.org/10.4028/www.scientific.net/aef.10.214.

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The revised NIOSH Lifting Equation developed in 1991 is an ergonomic intervention assessment tool that used to calculate the recommended weight limit (RWL) for lifting tasks and to identify the hazardous lifting tasks. But this equation application is limited to those conditions for which it was designed and the different populations have different anthropometric distributions. This research will propose a solution to determine the effect of different manual lifting tasks on biomechanical, physiological and psychophysical limitation and develop the new automatic system tool to calculate the id
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17

POTVIN, J. R. "Use of NIOSH equation inputs to calculate lumbosacral compression forces." Ergonomics 40, no. 7 (1997): 691–707. http://dx.doi.org/10.1080/001401397187847.

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18

Garg, Arun, Sruthi Boda, Kurt T. Hegmann, et al. "The NIOSH Lifting Equation and Low-Back Pain, Part 1." Human Factors: The Journal of the Human Factors and Ergonomics Society 56, no. 1 (2013): 6–28. http://dx.doi.org/10.1177/0018720813486669.

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19

Garg, Arun, Jay M. Kapellusch, Kurt T. Hegmann, et al. "The NIOSH Lifting Equation and Low-Back Pain, Part 2." Human Factors: The Journal of the Human Factors and Ergonomics Society 56, no. 1 (2013): 44–57. http://dx.doi.org/10.1177/0018720813491284.

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20

Andersson, Gunnar B. J. "Point Of View: Evaluation of the Revised NIOSH Lifting Equation." Spine 24, no. 4 (1999): 395. http://dx.doi.org/10.1097/00007632-199902150-00020.

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21

Ghahramani, Bahador, Lawrence B. Fleischer, Jerome J. Congleton, and Joseph W. Foster. "At&T Image Analysis System Development for Manual Lifts." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 37, no. 16 (1993): 1056–59. http://dx.doi.org/10.1177/154193129303701603.

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AT&T Video Ergonomics Evaluator System (AT&T-VEE) is a state-of-the-art computer analysis system used to analyze the hazards of a Manual Material Handling (MMH) task. This project was funded and managed by the American Telephone & Telegraph Company (AT & T) and designed and developed at Texas A&M University. The system is a lifting analyses tool for the 1992 NIOSH Lifting Equation to determine minimal user effort in lifting an object and to standardize the outputs. This system is now capable of providing the AT & T safety specialists with clear access to: complete NIOSH
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22

Donisi, Leandro, Giuseppe Cesarelli, Armando Coccia, Monica Panigazzi, Edda Maria Capodaglio, and Giovanni D’Addio. "Work-Related Risk Assessment According to the Revised NIOSH Lifting Equation: A Preliminary Study Using a Wearable Inertial Sensor and Machine Learning." Sensors 21, no. 8 (2021): 2593. http://dx.doi.org/10.3390/s21082593.

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Many activities may elicit a biomechanical overload. Among these, lifting loads can cause work-related musculoskeletal disorders. Aspiring to improve risk prevention, the National Institute for Occupational Safety and Health (NIOSH) established a methodology for assessing lifting actions by means of a quantitative method based on intensity, duration, frequency and other geometrical characteristics of lifting. In this paper, we explored the machine learning (ML) feasibility to classify biomechanical risk according to the revised NIOSH lifting equation. Acceleration and angular velocity signals
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23

Yeung, Simon S., James Deddens, Ash M. Genaidy, Waldemar Karwowski, and P. C. Leung. "Theoretical and experimental evaluation of the multiplicative lifting equation and the general lifting index." Occupational Ergonomics 6, no. 1 (2006): 13–24. http://dx.doi.org/10.3233/oer-2006-6102.

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The Revised NIOSH Lifting Equation [13] integrated the findings of different approaches reported in the scientific literature into a single mathematical formulation based on the empirical model proposed by Drury and Pfeil [5]. This simple model was tested on a limited basis and the model generalizations have not been examined. The primary objectives of this study were to investigate the performance of the NIOSH lifting equation with general formulations reported by Karwowski [7], and to examine the structure of the lifting index and the relative importance of physical factors (as defined by th
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24

Meepradit, Parvena, Nipoporn Sunee, and Ruephuwan Chantrasa. "The Application of NIOSH Lifting Equation to Prevent Musculoskeletal Disorder Risks." Journal of Biosciences and Medicines 03, no. 03 (2015): 39–44. http://dx.doi.org/10.4236/jbm.2015.33006.

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25

Dempsey, Patrick G. "Field Investigation of the Usability of the Revised Niosh Lifting Equation." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 45, no. 14 (2001): 972–76. http://dx.doi.org/10.1177/154193120104501439.

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26

Garg, Arun, and Jay M. Kapellusch. "The Cumulative Lifting Index (CULI) for the Revised NIOSH Lifting Equation." Human Factors: The Journal of the Human Factors and Ergonomics Society 58, no. 5 (2016): 683–94. http://dx.doi.org/10.1177/0018720815627405.

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27

Cole, Sandra S., and James McGlothlin. "Ergonomics Case Study: Revised NIOSH Lifting Equation Instruction Issues for Students." Journal of Occupational and Environmental Hygiene 6, no. 11 (2009): D73—D81. http://dx.doi.org/10.1080/15459620903249695.

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28

Arjmand, Navid, Mohammad Amini, Aboulfazl Shirazi-Adl, André Plamondon, and Mohammad Parnianpour. "Revised NIOSH Lifting Equation May generate spine loads exceeding recommended limits." International Journal of Industrial Ergonomics 47 (May 2015): 1–8. http://dx.doi.org/10.1016/j.ergon.2014.09.010.

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29

Moore, Pamela V., and Arun Garg. "Revised NIOSH Equation for Manual Lifting: A Method for Job Evaluation." AAOHN Journal 43, no. 4 (1995): 211–18. http://dx.doi.org/10.1177/216507999504300408.

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30

Mudiyanselage, Srimantha E., Phuong Hoang Dat Nguyen, Mohammad Sadra Rajabi, and Reza Akhavian. "Automated Workers’ Ergonomic Risk Assessment in Manual Material Handling Using sEMG Wearable Sensors and Machine Learning." Electronics 10, no. 20 (2021): 2558. http://dx.doi.org/10.3390/electronics10202558.

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Manual material handling tasks have the potential to be highly unsafe from an ergonomic viewpoint. Safety inspections to monitor body postures can help mitigate ergonomic risks of material handling. However, the real effect of awkward muscle movements, strains, and excessive forces that may result in an injury may not be identified by external cues. This paper evaluates the ability of surface electromyogram (EMG)-based systems together with machine learning algorithms to automatically detect body movements that may harm muscles in material handling. The analysis utilized a lifting equation dev
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Jones, Emily. "Clinical Issues — March 2024." AORN Journal 119, no. 3 (2024): 234–39. http://dx.doi.org/10.1002/aorn.14107.

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THIS MONTH Exoskeleton use in the OR Key words: exoskeleton, exosuit, ergonomics, musculoskeletal injury, fatigue and pain. The Revised National Institute for Occupational Safety and Health Lifting Equation Key words: ergonomic risk, Revised NIOSH Lifting Equation (RNLE), lifting index (LI), load, lifting task. Surgical smoke safety during transurethral resection of the prostate procedures Key words: surgical smoke, smoke evacuation, transurethral resection of the prostate (TURP), vaporization, resectoscope. Preventing accidental dislodgement of tubes, drains, and catheters Key words: patient
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Mirka, Gary, Ann Baker, Angela Harrison, Dan Kelaher, and Joseph Davis. "A Study of the Interaction between Load and Coupling during Lifting." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 38, no. 10 (1994): 644–48. http://dx.doi.org/10.1177/154193129403801022.

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The National Institute for Occupational Safety and Health (NIOSH) has increased the applicability of its lifting equation to a wider range of jobs by relaxing some of the simplifying assumptions of the original equation. Specifically, NIOSH has added an asymmetry factor and a coupling factor in the revised lifting equation. Two of the remaining simplifications, however, are that (1) interactions between terms are not considered and (2) the biomechanical analysis still utilizes a static modelling approach in its calculations. The purpose of the present research was to investigate the interactio
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33

Elfeituri, Farag E., and Salem M. Taboun. "An Evaluation of the NIOSH Lifting Equation: A Psychophysical and Biomechanical Investigation." International Journal of Occupational Safety and Ergonomics 8, no. 2 (2002): 243–58. http://dx.doi.org/10.1080/10803548.2002.11076527.

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34

WATERS, THOMAS R., VERN PUTZ-ANDERSON, ARUN GARG, and LAWRENCE J. FINE. "Revised NIOSH equation for the design and evaluation of manual lifting tasks." Ergonomics 36, no. 7 (1993): 749–76. http://dx.doi.org/10.1080/00140139308967940.

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35

Dempsey, Patrick G., and Fadi A. Fathallah. "Application issues and theoretical concerns regarding the 1991 NIOSH equation asymmetry multiplier." International Journal of Industrial Ergonomics 23, no. 3 (1999): 181–91. http://dx.doi.org/10.1016/s0169-8141(97)00057-7.

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36

Dempsey, Patrick G., Alex Burdorf, Fadi A. Fathallah, Gary S. Sorock, and Lobat Hashemi. "Influence of measurement accuracy on the application of the 1991 NIOSH equation." Applied Ergonomics 32, no. 1 (2001): 91–99. http://dx.doi.org/10.1016/s0003-6870(00)00026-0.

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37

Irwan, Irwan, Wimprid Bempa, and Tri Septian Maksum. "HUBUNGAN FAKTOR KARAKTERISTIK PEKERJA DAN RISIKO KERJA MANUAL MATERIAL HANDLING MENGGUNAKAN NIOSH LIFTING EQUATION DENGAN KELUHAN UPPER BACK PAIN." Journal Health & Science : Gorontalo Journal Health and Science Community 8, no. 4 (2024): 244–51. http://dx.doi.org/10.35971/gojhes.v8i4.25359.

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Upper back pain (UBP) merupakan keluhan nyeri dan kaku di bagian punggung, lebih tepatnya antara leher bagian belakang hingga ke pinggang. Faktor risiko UBP meliputi usia, indeks massa tubuh (IMT), masa kerja, dan risiko kerja manual material handling (MMH). Kebaruan dalam penelitian ini yaitu meneliti tentang hubungan karakteristik pekerja dan risiko manual material handling menggunakan niosh lifting equation dengan keluhan upper back pain. Tujuan penelitian adalah untuk menganalisis hubungan karakteristik pekerja dan risiko kerja manual material handling dengan keluhan upper back pain pada T
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38

Fox, Robert R., Rammohan V. Maikala, Enrico Occhipinti, Daniela Colombini, Enrique Alvarez-Casado, and Sean Gallagher. "Panel Discussion In Honor of Dr Tom Waters The NIOSH Lifting Equation - Part II." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 60, no. 1 (2016): 963–64. http://dx.doi.org/10.1177/1541931213601222.

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With the introduction of the NIOSH Lifting Equation, specifically after the publication of the Revised Lifting Equation (RLE) (Waters et al., 1993), occupational health and safety professionals across the world have successfully utilized the RLE to evaluate the risks associated with lifting and lowering tasks in the workplace. Although the RLE takes into consideration of various job task variables to determine recommended weight limits for a variety of task combinations, a number of articles and peer reviewed publications have appeared with a notion of either extending or modifying the RLE to
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Flocerfida, Amaya, Argayoso Kimberly Clariz, and Tatlonghari Rachelle Ann. "Niosh Lifting Equation for Assessing Manual Material Handling Technique in a Warehouse Company." International Journal of Engineering Management 3, no. 2 (2019): 40. http://dx.doi.org/10.11648/j.ijem.20190302.11.

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40

Nussbaum, Maury A., Don B. Chaffin, and George B. Page. "A Biomechanical Investigation of the Asymmetric Multiplier in the Revised NIOSH Lifting Equation." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 39, no. 10 (1995): 709–13. http://dx.doi.org/10.1177/154193129503901036.

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There is growing evidence, from epidemiological and biomechanical sources, that lifting performed in asymmetric postures is a risk factor for the development of a musculoskeletal injury. In the recent update of the NIOSH Lifting Guide, a linear Asymmetric Multiplier was added to account for this type of risk. The present study addresses the form of this Multiplier through analysis of several asymmetric lifting tasks. Both spinal loading and a derived metric of muscle injury risk were calculated as a function of asymmetry angle. The results suggest that there is a non-linear increase in injury
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41

Gurnani, Umesh, Sanjay Kumar Singh, Manoj Kumar Sain, and M. L. Meena. "A Postural Risk Assessment of Manual Dairy Farm Workers using NIOSH Lifting Equation." Evergreen 9, no. 3 (2022): 721. http://dx.doi.org/10.5109/4843105.

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42

Fox, Robert R., Wayne S. Maynard, Jay M. Kapellusch, W. Gary Allread, Jim Potvin, and Jeffrey E. Fernandez. "Panel Discussion In Honor of Dr Tom Waters The NIOSH Lifting Equation - Part I." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 60, no. 1 (2016): 961–62. http://dx.doi.org/10.1177/1541931213601221.

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The NIOSH Lifting Equation, specifically the 1991 Revised Lifting Equation or RLE (Waters et al., 1993) is used worldwide by occupational ergonomists, industrial engineers and safety specialists to assess and (re)design manual lifting tasks and industrial systems that involve either single or repetitive lifting. Since the initial publication of the RLE, there have been a number of published studies on its usability, effectiveness and validation. The purpose of this panel discussion will be to critically review these RLE-related studies and examine implications of applying the RLE in various oc
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43

Wu, Cheng, X. H. Hilda Huang, Wai Man Ng, Stephen M. Griffith, and Jian Zhen Yu. "Inter-comparison of NIOSH and IMPROVE protocols for OC and EC determination: implications for inter-protocol data conversion." Atmospheric Measurement Techniques 9, no. 9 (2016): 4547–60. http://dx.doi.org/10.5194/amt-9-4547-2016.

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Abstract. Organic carbon (OC) and elemental carbon (EC) are operationally defined by analytical methods. As a result, OC and EC measurements are protocol dependent, leading to uncertainties in their quantification. In this study, more than 1300 Hong Kong samples were analyzed using both National Institute for Occupational Safety and Health (NIOSH) thermal optical transmittance (TOT) and Interagency Monitoring of Protected Visual Environment (IMPROVE) thermal optical reflectance (TOR) protocols to explore the cause of EC disagreement between the two protocols. EC discrepancy mainly (83 %) arise
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POTVIN, J. R., and L. R. BENT. "NIOSH equation horizontal distances associated with the Liberty Mutual (Snook) lifting table box widths." Ergonomics 40, no. 6 (1997): 650–55. http://dx.doi.org/10.1080/001401397187946.

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45

Waters, T. R., M. L. Lu, and E. Occhipinti. "New procedure for assessing sequential manual lifting jobs using the revised NIOSH lifting equation." Ergonomics 50, no. 11 (2007): 1761–70. http://dx.doi.org/10.1080/00140130701674364.

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46

Behjati, Mohamad, and Navid Arjmand. "Biomechanical Assessment of the NIOSH Lifting Equation in Asymmetric Load-Handling Activities Using a Detailed Musculoskeletal Model." Human Factors: The Journal of the Human Factors and Ergonomics Society 61, no. 2 (2018): 191–202. http://dx.doi.org/10.1177/0018720818795038.

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Objective: To assess adequacy of the National Institute for Occupational Safety and Health (NIOSH) Lifting Equation (NLE) in controlling lumbar spine loads below their recommended action limits during asymmetric load-handling activities using a detailed musculoskeletal model, that is, the AnyBody Modeling System. Background: The NIOSH committee employed simplistic biomechanical models for the calculation of the spine compressive loads with no estimates of the shear loads. It is therefore unknown whether the NLE would adequately control lumbar compression and shear loads below their recommended
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47

Kurnianingtias, Mayesti, and Ardiyanto Ardiyanto. "Pengaruh faktor pengali asimetri terhadap kapasitas beban angkat perempuan Indonesia." Jurnal Teknosains 13, no. 1 (2023): 18. http://dx.doi.org/10.22146/teknosains.82631.

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Manual material handling can improve occupational diseases such as low back pain and musculoskeletal disorders. In an attempt to reduce the risk of injury as a result of such work, NIOSH published the recommended weight limit (RWL) equation. The RWL formulation was made with Europeans and Americans, so this research was conducted to see the suitability of the RWL formulation for Asians, especially Indonesians. The participants of this study were 30 Indonesian women students. The independent variable in this research is the asymmetry multiplier. The participants perform asymmetric lifting in 0,
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48

Donisi, Leandro, Giuseppe Cesarelli, Edda Capodaglio, et al. "A Logistic Regression Model for Biomechanical Risk Classification in Lifting Tasks." Diagnostics 12, no. 11 (2022): 2624. http://dx.doi.org/10.3390/diagnostics12112624.

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Lifting is one of the most potentially harmful activities for work-related musculoskeletal disorders (WMSDs), due to exposure to biomechanical risk. Risk assessment for work activities that involve lifting loads can be performed through the NIOSH (National Institute of Occupational Safety and Health) method, and specifically the Revised NIOSH Lifting Equation (RNLE). Aim of this work is to explore the feasibility of a logistic regression model fed with time and frequency domains features extracted from signals acquired through one inertial measurement unit (IMU) to classify risk classes associ
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Ranavolo, Alberto, Tiwana Varrecchia, Sergio Iavicoli, et al. "Surface electromyography for risk assessment in work activities designed using the “revised NIOSH lifting equation”." International Journal of Industrial Ergonomics 68 (November 2018): 34–45. http://dx.doi.org/10.1016/j.ergon.2018.06.003.

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Barim, Menekse Salar, Richard F. Sesek, M. Fehmi Capanoglu, et al. "Improving the risk assessment capability of the revised NIOSH lifting equation by incorporating personal characteristics." Applied Ergonomics 74 (January 2019): 67–73. http://dx.doi.org/10.1016/j.apergo.2018.08.007.

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