Paper Citation Record · LEDGER

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming

As of 22 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2411.11227.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.11227 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:49:55.198190Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact9
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier9
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2863ec10-1de1-4f5c-bc01-fbeddfea119c · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.090007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 003748b6-3b87-4a9f-82d5-2c031de820f2 · outbound

This paper cites Berliner.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Berliner

Reference 2

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T18:49:56.072355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ca5bb6df-711b-4694-9a73-392913532de3 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-08-12T18:49:55.096363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 662ebe57-4930-4495-9b5e-8e2c27507890 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-12T18:49:55.321600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 115a1eef-fa49-40eb-bfa7-61993b32b169 · outbound

This paper cites Becker, Michelle Craig, Greg Wilson, and Piotr Ba- naszkiewicz.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Becker, Michelle Craig, Greg Wilson, and Piotr Ba- naszkiewicz

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.102289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9970dc6-b070-43ed-807a-c56346f6fbbd · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:49:56.059208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f6839aa7-c150-4cac-afd4-e44727354bbb · outbound

This paper cites Forlizzi, and Anind K.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Forlizzi, and Anind K

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.108340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc256869-e051-4805-b5af-9868082153ba · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:49:56.051209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2ae38f2f-85f3-4a86-8482-af67720cd0ed · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.114018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2009945f-c184-46d9-aad3-f894f1bcd3b4 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-12T18:49:55.307945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 26bf1344-f4ac-4ee6-8dd6-af3ca93fea0d · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.119614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9622955d-6edb-4248-9225-3c97b8dd74fe · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.122456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea220de-11f2-48a2-a3ec-b14c874c3bd1 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 13

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T18:49:55.775094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e3e9d511-3bf8-480c-8c77-22625c49bb38 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-12T18:49:55.294504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 737874cd-b5bb-4c68-98f8-272e222fafe3 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-12T18:49:55.286018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 757a9f90-d0ea-4d01-9832-16b70481278e · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 16

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T18:49:55.721072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 467d26d5-9d01-4115-a86d-da4ca2d0f02e · outbound

This paper cites Olney, and Sidney K.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Olney, and Sidney K

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.138001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 337d64b3-d4b7-4aac-88da-084136a711f2 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:49:56.042991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7732524d-c3b2-45cc-ae45-a5651966f729 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:49:56.034420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d8b1d103-f2cd-4b36-8e73-f58be508a74b · outbound

This paper cites Resnick and Daniel P.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Resnick and Daniel P

Reference 20

Resolution: verified exact; doi, observed 2026-08-12T18:49:55.276926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 84bc7241-0548-472c-9e46-a62fda007100 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-12T18:49:55.268288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 78009931-af16-4724-acea-bbd809279446 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:49:56.025376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c7dca06d-0918-448d-bd5d-c0746f689e1b · outbound

This paper cites Savelson and Kasia Muldner.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Savelson and Kasia Muldner

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.155131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26cdfd44-c992-447c-a444-c45435c78203 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:49:56.016765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 49118ec1-31a5-4e95-9b26-c934c958ff0d · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.160545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a67251e-ea5d-4d34-9cec-3eac0e95c92b · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-12T18:49:55.259593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 21d740a9-6209-446f-b5d6-bc79c153476b · outbound

This paper cites Sridhar, Samantha W.T.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Sridhar, Samantha W.T

Reference 27

Resolution: verified exact; doi, observed 2026-08-12T18:49:55.249488Z

Source-reported events for the cited work

correction dated 2024-07-17. Source: crossref record 10.1016/j.ijcci.2024.100673->10.1016/j.ijcci.2019.04.002:correction, observed 2026-07-11T03:11:21.376655+00:00. This notice travels one citation hop only.

Observation b527ddb6-5069-4fd4-afd3-dee72d878869 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 28

Resolution: verified exact; doi, observed 2026-08-12T18:49:55.240574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a7a95202-b2b0-4062-be1d-18e569a72fd8 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.172961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9b9cea3-c6bd-498b-93c4-753b6d79ac1c · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.175659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7822d860-833f-4812-8cce-21f79f36ca70 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.178524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d934c80-b519-4908-a670-0fd0112fb125 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 32

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T18:49:56.008172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ba54cb99-2325-4978-a8de-9e2440912fb9 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 33

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T18:49:55.999772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 02be5df1-8765-48cd-9089-abaaaabc75dc · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 34

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T18:49:55.991230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ae4a1a39-11d7-4d31-9a97-ccc5e1f4a8e6 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 35

Resolution: malformed identifier; no resolver link, observed 2026-08-12T18:49:55.189404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99e50219-9bc9-4ca8-a375-21aec1b50f80 · outbound

This paper cites Stark Broadening and White Dwarfs.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Stark Broadening and White Dwarfs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.192250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 719ffc7a-2038-43cf-ae49-2c61628d2160 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 37

Resolution: malformed identifier; doi_truncated, observed 2026-08-12T18:49:55.226544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ecd8c951-f0cd-4c19-881b-3c52fb3a0608 · outbound

This paper cites an unresolved cited work.

Investigating the Use of Productive Failure as a Design Paradigm for Learning Introductory Python Programming Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:55.198190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.