Examiner Julian Chang

Grant ratio: 67.5% (58th percentile in Art Unit 2455 among examiners with at least 20 applications). Average office actions per grant: 2.85. Most common rejection type: §103.

Appears inactive Last office action in data: August 2022
Grant ratio 67.5%
Average office actions / grant 2.85
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
81214
Primary art unit
2455
Work group
2450
Technology center
2400
Applications
375
Granted applications
253

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 26 48.5% 2.33
Group 210 57.4% 2.41
Tech Center 1,754 58.4% 2.14
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.89 1,094 office actions across 379 applications
Applications with office actions 100.0% 379 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 119 31.4%
2 OAs 87 23.0%
3 OAs 59 15.6%
4 OAs 47 12.4%
5+ OAs 67 17.7%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 26.7% 2008 2009: 37.9% 2009 2010: 54.5% 2010 2011: 63.6% 2011 2012: 95.0% 2012 2013: 70.6% 2013 2014: 81.8% 2014 2015: 65.5% 2015 2016: 71.4% 2016 2017: 50.0% 2017 2018: 71.4% 2018 2019: 76.9% 2019 2020: 62.1% 2020 2021: 77.4% 2021 2022: 91.7% 2022

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
200815426.7%
2009291137.9%
2010221254.5%
2011221463.6%
2012201995.0%
2013342470.6%
2014332781.8%
2015291965.5%
2016282071.4%
201718950.0%
2018282071.4%
2019131076.9%
2020291862.1%
2021312477.4%
2022242291.7%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 379 1.3% 3.2% 81.0% 2.1%
Action 2 260 2.3% 1.9% 83.1% 5.4%
Action 3 173 0.0% 0.6% 89.0% 2.3%
Action 4 114 1.8% 1.8% 88.6% 2.6%
Action 5 67 0.0% 0.0% 91.0% 3.0%
Action 6 41 0.0% 0.0% 85.4% 4.9%
Action 7 25 0.0% 4.0% 76.0% 4.0%
Action 8 17 0.0% 0.0% 70.6% 0.0%
Action 9 8 0.0% 0.0% 75.0% 0.0%
Action 10 3 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years N/A 0 of 0 office actions
All years 1.2% 13 of 1,094 office actions
Change N/A Percentage points

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

By year

1.2%
0.0%
1.0%
1.2%
2.4%
4.3%
2014: Alice
0.0%
3.1%
1.5%
1.2%
0.0%
2019: PEG
0.0%
0.0%
0.0%
0.0%

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

PTAB appeals

Matched decisions: 17. Merits outcomes: 13 affirmed, 3 affirmed in part, and 1 reversed.

Full reversal rate
5.9% 1/17 decisions
Full or partial reversal rate
23.5% 4/17 decisions
Median appeal duration
20.6 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 26, 2023 14/852,272 Affirmed §103
Sep. 21, 2022 16/805,608 Affirmed §102 · §103
Sep. 6, 2022 16/163,204 Affirmed in part §103
Jun. 13, 2022 13/659,472 Affirmed §103 · §112
Feb. 24, 2022 16/257,929 Reversed §102 · §103
Apr. 7, 2021 14/670,296 Affirmed §103
Apr. 12, 2019 14/816,892 Affirmed in part §103
Apr. 27, 2018 13/215,244 Affirmed §103
Mar. 13, 2017 13/786,785 Affirmed §103
Jun. 16, 2016 12/943,724 Affirmed §103
Apr. 11, 2016 10/698,671 Affirmed §103
Oct. 27, 2015 12/346,394 Affirmed in part 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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