WLF Management Tool

Workload Factor Measurement & Production Management — AFN SOP 80-07

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What is a Workload Factor?

A Workload Factor (WLF) is the number of man-hours it takes an experienced producer to complete one unit of a given product — from concept to final delivery. AFN SOP 80-07 assigns a WLF to each of 19 standard task types based on consensus estimates gathered in 2018 from experienced producers.

WLFs give commanders a standardized way to compare production output across stations, even when the product mix differs. A station that produces ten news packages and a station that produces twenty PSAs are doing different work — WLFs translate that work into a common unit: man-hours of production effort.

The Producer Quotient — Formula

Sum up the man-hours required by everything a station produced in a month, then divide by how many man-hours one producer can contribute per month. The result — the Producer Quotient (PQ) — is the number of producers that output theoretically required.

Σ (Quantity × WLF) for each task type

120 man-hours / producer / month

= Producer Quotient (PQ)

THE 120 MH BASELINE — ASSUMPTIONS

21.7 working days / month average
8-hour duty day
Minus 2 hours/day for non-production tasks (formations, admin, etc.)
Effective production hours: 6 hrs/day × 21.7 days ≈ 130 MH
SOP rounds to 120 MH to account for incidental friction

WHAT THE BASELINE DOES NOT ACCOUNT FOR

TDY or exercise pulls removing producers from station
Equipment downtime (edit suite failures, camera issues)
Skill gaps — less-experienced producers take longer
Product rework after client revision cycles
Non-production taskings beyond the assumed 2 hrs/day

Worked Example

Suppose AFN Sasebo produced the following in March:

Task Type	WLF (MH)	Qty Produced	Man-Hours
TV News Package	4.0	12	48.0
Radio News Package	2.0	20	40.0
PSA (30-sec, TV)	2.5	6	15.0
Feature / Mini-Doc (TV)	8.0	2	16.0
Spot Announcement	1.0	8	8.0
Social Media Graphic / Post	0.5	24	12.0
Total Man-Hours			139.0

PQ = 139.0 ÷ 120 = 1.16 → about 1.2 producers' worth of output

Interpretation: With 3 producers assigned, this station produced at 1.16 PQ — far below capacity. That is not a condemnation; it may reflect that producers spent time on broadcast engineering, live event support, or administrative duties not captured by WLFs. The PQ is a signal, not a verdict. Use it to open a conversation, not to close one.

What the PQ Tells a Commander — and What It Does Not

THE PQ CAN TELL YOU:

Whether output is trending up or down month-over-month
How your station's production volume compares to the network
Whether your staff is theoretically over- or under-utilized
Whether a staffing reduction would be justifiable given current output

THE PQ CANNOT TELL YOU:

Whether the WLFs themselves are accurate
Why producers' time was consumed (training, support tasking, etc.)
Whether output quality was adequate
How much capacity was lost to equipment or personnel factors

Trend Interpretation Guide

PQ trending HIGH (> assigned producers)

Station is over-capacity. Output exceeds what the staffing model predicts is possible at 120 MH/producer. Investigate: are WLFs too low, are producers working overtime, or is there unreported staffing (e.g., interns, augmentees)?

PQ near assigned producers (within 15%)

Station is operating close to the theoretical model. This is a normal operating range. Review monthly to watch for drift.

PQ moderately below assigned (15–30% gap)

There is meaningful unaccounted capacity. May indicate significant non-production tasking, equipment issues, or that output is being undercounted. Worth a conversation with the Station Manager.

PQ significantly below assigned (>30% gap)

Major gap between output and theoretical capacity. This is a red flag for either staffing justification (excess bodies) or a reporting/tracking problem. Requires explanation, not just acknowledgment.

BASELINE UNDER REVIEW: WLFs below were established in 2018 based on experienced producer consensus. Current producer cohorts may require significantly more time per task. These figures are starting points for calibration, not validated operational standards. Use Section 5 (Calibration Log) to collect real-world timing data and update WLFs accordingly.

Original 19 SOP Tasks + Custom Tasks

#	Task Name	Description	WLF (MH)	Status	Justification / Notes

WLF (Man-Hours): Time from assignment to final delivery for one unit, performed by an experienced producer. Includes pre-production, production, and post-production. Does not include scheduling overhead or administrative tasking.

Staffing Panel

Producers Authorized

Producers Assigned

Fill rate: —

Non-Production Hours / Producer / Day

Formations, admin, meetings (SOP assumes 2.0)

TDY / Exercise Days Lost (total, all producers)

Sum of all producer-days pulled from local production

Equipment Downtime Days

Days primary edit suite / camera unavailable

Producer Skill Modifier

1.0 = fully trained. Reduce for less-experienced teams. Default baseline: 0.85

0.85

Calendar

Working Days This Month

Results — Live

Total MH Produced

0.0

man-hours

Effective MH Capacity

0.0

adjusted capacity

STANDARD PQ

—

Total MH ÷ 120

ADJUSTED PQ

—

Total MH ÷ Eff. Capacity

CAPACITY STATUS

—

Enter staffing and production data to generate an interpretation.

Production Input — Tasks Completed This Month

Task Name	WLF (MH)	Qty Produced	MH Total

Station Entries

Network Summary

Station	Echelon	Managers		PA Doers		Tech / Other		Total MH	Std PQ	Adj PQ	Status
Station	Echelon	Auth	Fill	Auth	Fill	Auth	Fill	Total MH	Std PQ	Adj PQ	Status
Add stations above to populate this table.

Purpose: Record actual time-on-task data from real productions. Over time, this log becomes the evidence base for updating WLFs in Section 2. Each entry should reflect a single product from assignment to final delivery. Be honest about rework — revision cycles are a legitimate production cost.

Add Timing Entry

Station Name

Task Type

Date

Actual Time Spent (hours)

Producers Involved

Required Rework?

Notes

Actual vs. WLF Comparison (All Logged Data)

No log entries yet. Add timing data above.

Full Log

Station	Task	Date	Actual Hrs	Producers	Rework Hrs	Notes
No entries yet.

AFN Standard Station Construct

STATION MANAGER

Target: E-7

OPERATIONS MANAGER

Target: E-6

PRODUCERS

Target: E-2 through E-5

TECHNICIANS

Target: E-5 / E-6

EXPECTED FILL RATE

~75%

Across all positions

Total authorized headcount: 10 (1 SM + 1 OM + 6 Producers + 2 Techs). At 75% fill, expect approximately 7–8 personnel on hand at any given time. For production planning purposes, only the Producer billet count drives the PQ calculation. SM and OM roles are command/operations — they are not expected to carry a full production load.

75% Fill Rate — Worked Example

At 75% fill, 6 authorized producers yields 4.5 effective producers (fractional fill is real — a billet vacant for half a month counts as 0.5). This has a significant downstream effect on monthly capacity:

Parameter	100% Fill	75% Fill	Difference
Producers Assigned	6	4.5	–1.5
Monthly MH Capacity (raw, 120 MH each)	720 MH	540 MH	–180 MH
Capacity with Skill Modifier (0.85)	612 MH	459 MH	–153 MH
PQ at 139 MH output (see Overview example)	1.16	1.16	unchanged*
Adj. PQ at 139 MH (vs effective capacity)	0.23	0.30	+0.08

*Standard PQ uses the fixed 120 MH denominator regardless of fill rate — it measures output, not staffing efficiency. The Adjusted PQ accounts for actual available capacity and better reflects whether a station is over- or under-working its assigned staff.

Staffing Scenario Comparison — Same Output, Different Fill Rates

Assumes 139 MH of production output (the Overview worked example), 22 working days, 2.0 non-production hrs/day, skill modifier 0.85. No TDY or equipment downtime.