Question 2 of 5: NIOSH Lifting Analysis of a Repetitive Tray-Unloading Task
Nivaar worked solution (AI-drafted; not reviewed by a licensed engineer)
Notes on this paper
National Exams — Dec. 2015 — 98-Ind-B5 Ergonomics. Three-hour, open-book exam (all notes, books and any non-communicating calculator permitted); the paper requires 4 of its 5 questions (Part A mandatory, any two of Part B's Questions 2–4, and Part C mandatory) — all five are solved below for completeness.
Reference texts: Sanders & McCormick, Human Factors in Engineering and Design (7th ed.) — controls/displays, anthropometry, workplace and computer-workstation design; Waters, Putz-Anderson & Garg, NIOSH Applications Manual for the Revised NIOSH Lifting Equation (1994) — the RWL/LI formula and multiplier tables reproduced on the exam's own pages 6–7.
Question 2: NIOSH Lifting Analysis of a Repetitive Tray-Unloading Task (20 marks: a–5, b–5, c–15)
Given. Horizontal distance $H=50\ \text{cm}$; hand height $V=60\ \text{cm}$; vertical travel distance $D=60\ \text{cm}$; asymmetric twist $A=45^{\circ}$ (turn to place on the conveyor); frequency $F=4\ \text{lifts/min}$ over an 8 h shift ($>2$ but $\le 8$ h duration band); load $L=12\ \text{kg}$; load constant $LC=23\ \text{kg}$.
Variable
Value
Multiplier (exam Tables 2–5, 7)
$H$
50 cm
$HM=0.50$
$V$
60 cm
$VM=0.96$
$D$
60 cm
$DM=0.85$
$A$
$45^{\circ}$
$AM=0.86$
$F$
4/min, $\le 8$h, $V<75$cm col.
$FM=0.45$
Coupling
Fair (assumed)
$CM=0.95$ ($V<75$cm col.)
Check: the source gives no description of the pizza tray's rim or handles. A flat metal baking/serving tray with a graspable rim but no cut-out handholds is assumed Fair coupling — not Good (no integral handles) and not Poor (the rim still permits a reasonable power grip at this hand height), per NIOSH Table 7's coupling-quality criteria. Poor coupling would instead give $CM=0.90$, scaling every RWL below by $0.90/0.95=0.947$.
Find. $RWL$ and $LI=L/RWL$ for the task as measured.
Approach. Apply the revised NIOSH lifting equation $RWL=LC\times HM\times VM\times DM\times AM\times FM\times CM$ with the table-derived multipliers above, then compare the 12 kg load against $RWL$ via $LI=L/RWL$.
(b) Is the Task Safe? Risk Factors and Potential Injuries
The task is not safe. A Lifting Index of 3.48 means the worker is lifting nearly three and a half times the recommended weight limit for the measured posture, frequency and duration; NIOSH treats $LI>1$ as elevated risk, and a value above 3 falls in the range associated with substantially increased low-back injury risk for most of the working population — well past the "acceptable to nearly everyone" zone the RWL is calibrated to.
The multiplier table shows exactly where that risk comes from: a large asymmetric twist ($AM=0.86$, from turning 45° under load rather than reorienting the feet or the workstation), a sustained high frequency held for a full 8-hour shift ($FM=0.45$, the single most punishing multiplier here), a moderate horizontal reach ($HM=0.50$), and only fair coupling. These multipliers compound, which is why the RWL falls to under 15% of the 23 kg load constant. The worker repeats this twisted lift roughly 1,920 times per shift (4/min × 60 × 8), a classic cumulative-loading profile. Likely injuries include low-back strain/sprain, lumbar disc injury (torsion combined with compressive loading is more damaging to the disc annulus than pure compression, which is why twisting-under-load lifts are particularly implicated in disc herniation), and progressive musculoskeletal fatigue that can develop into a chronic low-back disorder if the exposure is not reduced.
(c) Solutions to Reduce Risk
Three independent redesigns are evaluated below, each targeting a different multiplier in the RWL equation.
Solution 1 – eliminate the twisting motion. Reorient the workstation (angle the oven's outfeed to align with the conveyor, or add a small turntable) so the worker faces the conveyor directly and no longer twists to place the tray, taking $A:45^{\circ}\to 0^{\circ}$ ($AM:0.86\to 1.00$).
$$RWL_1 = 23\times0.50\times0.96\times0.85\times1.00\times0.45\times0.95=\boxed{4.01\ \text{kg}},\quad LI_1=\frac{12}{4.01}=2.99$$
Advantages: removes the single mechanism most strongly linked to disc injury (torsion under load); low capital cost if only a turntable or minor layout shift is needed. Disadvantages: may need floor space or oven relocation that is not available in an existing kitchen footprint; LI is still well above 1, so this alone does not make the task safe.
Solution 2 – reduce the horizontal reach. Move the conveyor and the tray pickup point closer together so the worker's horizontal reach falls to $H\le 25\ \text{cm}$, the table's saturation point ($HM:0.50\to 1.00$).
$$RWL_2 = 23\times1.00\times0.96\times0.85\times0.86\times0.45\times0.95=\boxed{6.90\ \text{kg}},\quad LI_2=\frac{12}{6.90}=1.74$$
Advantages: the largest single-change improvement of the three (RWL roughly doubles); also shortens the moment arm on the spine, which reduces compressive as well as shear loading beyond what the RWL formula alone credits. Disadvantages: the oven and conveyor geometry may not allow the pickup point to be brought that close without a mechanical redesign (e.g., a slide-out oven rack); LI is improved but still above 1.
Solution 3 – reduce lifting frequency. Batch two trays at a time onto an intermediate cart, halving the effective lift rate to $F=2/\text{min}$ ($FM:0.45\to 0.65$).
$$RWL_3 = 23\times0.50\times0.96\times0.85\times0.86\times0.65\times0.95=\boxed{4.98\ \text{kg}},\quad LI_3=\frac{12}{4.98}=2.41$$
Advantages: requires no change to the workstation geometry, only a work-pacing/scheduling change; also reduces total cumulative exposure time, not just per-lift risk. Disadvantages: may not be operationally possible if trays must be unloaded as they emerge to avoid oven congestion; smallest single-factor improvement of the three.
No single solution alone brings $LI$ to 1; combining Solutions 1 and 2 (eliminate twist and reduce reach together) gives $RWL_{1+2}=23\times1.00\times0.96\times0.85\times1.00\times0.45\times0.95=8.02\ \text{kg}$, $LI_{1+2}=12/8.02=1.50$ — still elevated but a substantial improvement, and the practical recommendation is to combine at least two of the three changes rather than rely on any one alone.