Examiner Audrey Y. Chang

Grant ratio: 42.7% (19th percentile in Art Unit 2872 among examiners with at least 20 applications). Average office actions per grant: 2.71. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 42.7%
Average office actions / grant 2.71
Compared with Art unit Very hard
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
72237
Primary art unit
2872
Work group
2870
Technology center
2800
Applications
1,342
Granted applications
573
Examiner phone
(571) 272-2309
Supervisor
Stephone B Allen
Supervisor phone
(571) 272-2434

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 102 61.9% 1.70
Group 351 61.2% 1.71
Tech Center 2,413 62.4% 1.69
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.68 3,598 office actions across 1,342 applications
Applications with office actions 99.9% 1,341 applications
Office actionsApplicationsShare of applications
No OA observed 1 0.1%
1 OA 388 28.9%
2 OAs 406 30.3%
3 OAs 196 14.6%
4 OAs 182 13.6%
5+ OAs 169 12.6%

Each application is counted once. “5+” includes all higher counts.

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 41.8% 2008 2009: 36.9% 2009 2010: 44.3% 2010 2011: 43.6% 2011 2012: 31.3% 2012 2013: 29.7% 2013 2014: 33.8% 2014 2015: 33.3% 2015 2016: 42.7% 2016 2017: 50.0% 2017 2018: 70.8% 2018 2019: 55.7% 2019 2020: 40.6% 2020 2021: 56.6% 2021 2022: 61.2% 2022 2023: 50.0% 2023 2024: 61.7% 2024 2025: 26.7% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008672841.8%
2009843136.9%
2010703144.3%
2011783443.6%
2012642031.3%
2013742229.7%
2014772633.8%
2015571933.3%
2016753242.7%
2017623150.0%
2018725170.8%
2019884955.7%
2020692840.6%
2021764356.6%
2022674161.2%
2023683450.0%
2024603761.7%
2025601626.7%
20267400.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 1,341 0.6% 2.2% 76.7% 8.9%
Action 2 953 0.5% 0.5% 73.9% 15.7%
Action 3 547 0.4% 0.5% 75.5% 12.8%
Action 4 351 0.9% 0.3% 71.5% 14.8%
Action 5 169 0.0% 0.6% 73.4% 16.0%
Action 6 109 0.0% 0.0% 73.4% 19.3%
Action 7 49 0.0% 2.0% 75.5% 16.3%
Action 8 30 0.0% 0.0% 86.7% 3.3%
Action 9 18 0.0% 0.0% 72.2% 16.7%
Action 10 11 0.0% 0.0% 45.5% 36.4%

Section 101 rejections

Last 3 years 0.6% 3 of 482 office actions
All years 0.5% 18 of 3,598 office actions
Change +0.1 pts Percentage points

Last 3 years: 2023-08-28–2026-08-28. All years includes every dated office action in the data.

By year

0.5%
0.0%
0.0%
0.5%
0.0%
1.3%
2014: Alice
0.5%
0.5%
0.0%
0.0%
1.0%
2019: PEG
0.0%
0.0%
2.0%
0.5%
0.6%
2024: AI examples
1.2%
2025: August memo
0.6%
0.0%

Each bar is the percentage of office actions with a §101 rejection.

PTAB appeals

Matched decisions: 19. Merits outcomes: 7 affirmed, 2 affirmed in part, and 9 reversed.

Full reversal rate
50.0% 9/18 decisions
Full or partial reversal rate
61.1% 11/18 decisions
Median appeal duration
21.8 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Nov. 21, 2022 16/042,319 Affirmed in part §103
Nov. 18, 2022 16/165,611 Reversed §103
Sep. 22, 2020 15/484,979 Affirmed §103
Dec. 13, 2019 14/242,429 Reversed §103
Oct. 7, 2019 15/233,084 Affirmed §103
Aug. 30, 2019 14/460,511 Reversed §103 · §112
Aug. 8, 2019 13/913,402 Reversed §103
Dec. 22, 2017 12/439,271 Affirmed §103
Sep. 29, 2016 12/902,763 Affirmed in part §103 · §112
Sep. 27, 2016 11/691,769 Affirmed §103
Sep. 1, 2016 12/861,844 Reversed §102 · §103
Aug. 14, 2015 13/218,896 Reversed N/A

The examiner match uses the last recorded office action before the decision. Reversal rates exclude rehearings, remands, dismissals, and other decisions that did not reach the merits. Data through Aug. 27, 2026.

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