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Paper Citation Record · LEDGER

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety

As of 11 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2508.21722.

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

pith.paper-citation-record.v1
2508.21722 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:05:26.795717Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

72 of 72 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb53c918-318e-4ea8-8999-a02acc6cec56 · outbound

This paper cites Dashboard, 2020.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Dashboard, 2020

Reference 1

Resolution
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Observation 5b1a8acc-e724-4efc-99d8-210323debdb4 · outbound

This paper cites Characteristics of and public health responses to the coronavirus disease 2019 outbreak in china.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Characteristics of and public health responses to the coronavirus disease 2019 outbreak in china

Reference 2

Resolution
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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 750c3da3-e540-4134-a14c-88a9fa673bba · outbound

This paper cites Key lessons from the covid-19 public health response in australia.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Key lessons from the covid-19 public health response in australia

Reference 3

Resolution
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Observation 7558fb23-897e-4a9c-80bd-9083dd066022 · outbound

This paper cites The uk’s public health response to covid-19, 2020.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety The uk’s public health response to covid-19, 2020

Reference 4

Resolution
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Source-reported events for the cited work

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Observation b4f2078a-3e64-449a-9151-0001bf4fe5f1 · outbound

This paper cites Global prevalence and burden of depressive and anxiety disorders in 204 coun- tries and territories in 2020 due to the covid-19 pandemic.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Global prevalence and burden of depressive and anxiety disorders in 204 coun- tries and territories in 2020 due to the covid-19 pandemic

Reference 5

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 651856d5-efe3-40d6-bfd6-36d613d0c08f · outbound

This paper cites Addressing the mental health impact of covid-19 through population health.Clinical psychology review, 85:102006, 2021.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Addressing the mental health impact of covid-19 through population health.Clinical psychology review, 85:102006, 2021

Reference 6

Resolution
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Source-reported events for the cited work

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Observation ec744e58-1acc-4e9c-b8d2-e8f5c7df69a7 · outbound

This paper cites Psychological outcomes associated with stay-at-home orders and the perceived impact of covid-19 on daily life.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Psychological outcomes associated with stay-at-home orders and the perceived impact of covid-19 on daily life

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation de0e4ee9-9615-46ec-93e0-972e33aad4b8 · outbound

This paper cites Epidemiology of mental health problems in covid-19: a review.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Epidemiology of mental health problems in covid-19: a review

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation e3dec8e7-6374-426d-96c0-fb9220aa14ea · outbound

This paper cites Covid 19 and its mental health consequences, 2021.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Covid 19 and its mental health consequences, 2021

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 71464a1f-0fd5-49fc-9e1a-24d9a2a714a9 · outbound

This paper cites The impact of school closures on learning and mental health of children: Lessons from the covid-19 pandemic.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety The impact of school closures on learning and mental health of children: Lessons from the covid-19 pandemic

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 3fcad622-cc0a-4be1-b2f9-fff2dce5085d · outbound

This paper cites School closures during social lockdown and mental health, health behaviors, and well-being among children and adolescents during the first covid-19 wave: a systematic review.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety School closures during social lockdown and mental health, health behaviors, and well-being among children and adolescents during the first covid-19 wave: a systematic review

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 1e140381-be7b-4af1-9c22-05c97b9b419e · outbound

This paper cites Mental distress among us adults during the covid-19 pandemic.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Mental distress among us adults during the covid-19 pandemic

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 7431f40c-fa91-4ea5-a62c-b1ff78cb640d · outbound

This paper cites Closure of universities due to coronavirus disease 2019 (covid-19): impact on education and mental health of students and academic staff.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Closure of universities due to coronavirus disease 2019 (covid-19): impact on education and mental health of students and academic staff

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 25c5fa25-7bbf-4596-b7ad-6ea33d2765ba · outbound

This paper cites Mental health outcomes of the covid-19 pandemic.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Mental health outcomes of the covid-19 pandemic

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 6420c974-278f-4d17-b448-1b7ce4ed55e4 · outbound

This paper cites Impact of covid-19 pandemic on mental health in the general population: A systematic review.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Impact of covid-19 pandemic on mental health in the general population: A systematic review

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation acd273a5-2960-440e-a66d-9894d3dad531 · outbound

This paper cites Covid-19 pandemic and mental health conse- quences: Systematic review of the current evidence.Brain, behavior, and immunity, 89:531–542, 2020.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Covid-19 pandemic and mental health conse- quences: Systematic review of the current evidence.Brain, behavior, and immunity, 89:531–542, 2020

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 2a5d4389-7922-4996-8566-abf6ad6f7b03 · outbound

This paper cites Sick individuals and sick populations.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Sick individuals and sick populations

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation e71a5183-bf6a-49cd-885f-065cc25d5648 · outbound

This paper cites Public health surveillance: A tool for targeting and monitoring interventions.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Public health surveillance: A tool for targeting and monitoring interventions

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 70746ec3-6036-42b1-bc87-df7566703385 · outbound

This paper cites Loneliness across time and space.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Loneliness across time and space

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 3583a760-0dc0-4e28-bf35-d0356ffedcc2 · outbound

This paper cites Epidemiologic evidence for the relation between socioeconomic status and depression, obesity, and diabetes.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Epidemiologic evidence for the relation between socioeconomic status and depression, obesity, and diabetes

Reference 20

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 4e6c754c-6850-4953-83f2-59a8f7232d15 · outbound

This paper cites Socioeconomic inequalities in the spread of coronavirus-19 in the united states: A examination of the emergence of social inequalities.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Socioeconomic inequalities in the spread of coronavirus-19 in the united states: A examination of the emergence of social inequalities

Reference 21

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation d7ff5f9d-ddb6-4b77-bb8e-07ce25e33783 · outbound

This paper cites Ganesan, Shashanka Subrahmanya, Nikita Soni, Sean AP Clouston, et al.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Ganesan, Shashanka Subrahmanya, Nikita Soni, Sean AP Clouston, et al

Reference 22

Resolution
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Source-reported events for the cited work

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Observation 254ade1c-1fb5-408d-b11e-9557e02feb0a · outbound

This paper cites Regression-discontinuity analysis: An alternative to the ex post facto experiment.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Regression-discontinuity analysis: An alternative to the ex post facto experiment

Reference 23

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation b90f9fc9-5f75-467f-bc51-65bcde4ad4bf · outbound

This paper cites Identification and estimation of treatment effects with a regression-discontinuity design.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Identification and estimation of treatment effects with a regression-discontinuity design

Reference 24

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 87827380-6112-474c-bd50-a37f7087e997 · outbound

This paper cites The regression discon- tinuity design showed to be a valid alternative to a randomized controlled trial for estimating treatment effects.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety The regression discon- tinuity design showed to be a valid alternative to a randomized controlled trial for estimating treatment effects

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 34851c08-f301-4719-a3f6-2f71ae62ca36 · outbound

This paper cites TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables

Reference 26

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f7973a06-730a-4ad4-b81e-62fa4ca90722 · outbound

This paper cites Ada-mshyper: adaptive multi- scale hypergraph transformer for time series forecasting.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Ada-mshyper: adaptive multi- scale hypergraph transformer for time series forecasting

Reference 27

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation a7b83ce6-8bee-4a69-b6e5-b3abb11f9f42 · outbound

This paper cites Let’s take the con out of econometrics.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Let’s take the con out of econometrics

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.349077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation b5ac0219-14d1-443a-adff-42ddcc9165f2 · outbound

This paper cites The use and interpretation of quasi-experimental studies in medical informatics.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety The use and interpretation of quasi-experimental studies in medical informatics

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.338506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation a92874b9-8c2a-4a66-83e4-d1678fd587e4 · outbound

This paper cites Mostly harmless econometrics: An empiricist’s companion.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Mostly harmless econometrics: An empiricist’s companion

Reference 30

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation c83e9091-ffb0-4aa9-b020-7a258e04ca6b · outbound

This paper cites Quantifying causality in data science with quasi- experiments.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Quantifying causality in data science with quasi- experiments

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.315768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:22.979052Z digest=sha256:7fffbc780bf33430a4bcb4a954ad3a61a8c6701a43f1c2ac9d753e469c77c3ff

Observation ebdba015-3d8b-447b-a572-a1f204526f2c · outbound

This paper cites Ensuring causal, not casual, inference.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Ensuring causal, not casual, inference

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.305009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:23.093445Z digest=sha256:ff4e0d9a93e7ca46ca3ece9551970f473a4f0816151789ea0cc31bad94f1c288

Observation 661f4516-9f48-4c0b-8fcf-2a8f6a3b5072 · outbound

This paper cites Regression discontinuity designs: A guide to practice.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Regression discontinuity designs: A guide to practice

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.294272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:23.196554Z digest=sha256:aaf946686e73befc9f816f76177dec1a06e53898be87fd5903ce724e0554e32f

Observation 64428d05-f8a5-4f1c-895f-8e8e0357db42 · outbound

This paper cites Regression discontinuity designs in economics.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Regression discontinuity designs in economics

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.283550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:23.257381Z digest=sha256:1e01ef57fe80efeb45bbd1bede5cfb6f34997030b6f6175ae222263b4b3af701

Observation 480bc7ec-b1ae-47fd-9892-0174a241ac67 · outbound

This paper cites Covid-19 panel microdata, 2021.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Covid-19 panel microdata, 2021

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.272907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:23.381078Z digest=sha256:692713655ba49d883babbb8da1910a14afeba26100e16a65c9ce167fc35e86ec

Observation bd4355c0-0f28-4012-9928-67e4328f10b7 · outbound

This paper cites Coronavirus (covid-19) data in the united states.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Coronavirus (covid-19) data in the united states

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.262594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:23.523693Z digest=sha256:9dff4114329537aab3a718b7cc02420fa961d01f416ac777df017e5c221f1eec

Observation 0b7953f0-2557-469a-b946-8e332901c81f · outbound

This paper cites Comorbid depression and anxiety spectrum disorders.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Comorbid depression and anxiety spectrum disorders

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.251305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:23.636264Z digest=sha256:b3aaaccb44ee5a3c138619f64da17e15c5592d4c7c37df70b6098e2308fb856b

Observation 8cc45785-7030-43a2-b825-a8d0a67a0914 · outbound

This paper cites Comorbid anxiety and depression.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Comorbid anxiety and depression

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.239852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:23.694894Z digest=sha256:9350ad832b7bbee602746b143127cf43d6cc418a05b2fc0ea12b09ad55ff7aa2

Observation 1cb0c136-dc28-40e8-a903-b941d1c20d93 · outbound

This paper cites Treating comorbid anxiety and depression: Psychosocial and pharmacological approaches.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Treating comorbid anxiety and depression: Psychosocial and pharmacological approaches

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.229449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:23.786225Z digest=sha256:05aa313198d34fd3d2ffe8228294b8581a1fdf86eb6b983b9a00d42e7735006b

Observation 99cb82da-9d75-4785-a0b1-2b45026e2db9 · outbound

This paper cites For high-dimensional hierarchical mod- els, consider exchangeability of effects across covariates instead of across datasets.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety For high-dimensional hierarchical mod- els, consider exchangeability of effects across covariates instead of across datasets

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.218569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:23.887269Z digest=sha256:03633924b0f33eb92ea5d98282742acdd61a559cb0f425d930318300d1226f4c

Observation f3b60ce7-c3fc-4f10-a84f-00bcbf8d42c6 · outbound

This paper cites Predicting economic growth by region embedding: A multigraph convolutional network approach.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Predicting economic growth by region embedding: A multigraph convolutional network approach

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.206987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:23.989231Z digest=sha256:ce184077b5510da8b4a5d87d435483c906d8969373a61e97f635c994f4ddd3ea

Observation 784a703e-dae3-4e60-824a-e937d28ea472 · outbound

This paper cites Census2vec: Enhancing socioeconomic predictive models with geo-embedded data.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Census2vec: Enhancing socioeconomic predictive models with geo-embedded data

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.196106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:24.095884Z digest=sha256:02e643a1086af3d4b69998b95acf3c4f3ac893a1187b9025bfebb86b85120b1a

Observation ea2c4ce4-24c3-4abd-96d9-2613e94db477 · outbound

This paper cites Ungar, and H.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Ungar, and H

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.184862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:24.204519Z digest=sha256:2be44a344acfc5bafdced321ac7eae0b5d29775abb02c01c58702fc253980bd9

Observation fbe33e0e-3357-4d18-a253-179b0edc639c · outbound

This paper cites Andrew Schwartz.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Andrew Schwartz

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.174176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:24.347133Z digest=sha256:28ea50bfd8f485cdf73974cb7f8358b3661759f54c3bf00d144a46f39ec7849f

Observation 61839737-9a5b-4b0d-b724-f83e7ef8a186 · outbound

This paper cites A theory of human motivation.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety A theory of human motivation

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.162698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:24.467071Z digest=sha256:47d41e0da5b0876bf220da27b9d572f928f1eb331ec9327a2edf0ebfa6821631

Observation 9b2f2d1d-78b6-4895-b6b1-6d6dc92821f7 · outbound

This paper cites Exploring the relationship between money attitudes and maslow’s hierarchy of needs.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Exploring the relationship between money attitudes and maslow’s hierarchy of needs

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.150930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:24.602703Z digest=sha256:07114633bd2111f5718439a2bdaddbf2ad46da8480c9c99265598531cb6a0fed

Observation ccdb4260-35ce-4f8b-896f-dc504847ebc5 · outbound

This paper cites Causal inference and counterfactual prediction in machine learning for actionable healthcare.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Causal inference and counterfactual prediction in machine learning for actionable healthcare

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.140091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:24.662142Z digest=sha256:b71c28ddd613a7d784ae91a4cc50fe49f7240077a0dcde1c018e556bead878dd

Observation a92467ad-454e-40ec-a97b-96565d3a0445 · outbound

This paper cites Explaining machine learning classifiers through diverse counterfactual explanations.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Explaining machine learning classifiers through diverse counterfactual explanations

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.129328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:24.766154Z digest=sha256:c290a2db575f293f6f63ddbc69b12aac3795ddcde7d0eb9934ef37aa2f0f2040

Observation bb4d0859-8ace-4667-9c3b-e55c7f914a1b · outbound

This paper cites Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T14:05:24.874661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:05:24.874661Z digest=sha256:7798d03a1d78287675a58c32394508bdda16ee92b73f76ec6dc37e118cebdbc6

Observation 7d311e07-b3cb-45ec-9561-a82901ca0c27 · outbound

This paper cites Causal inference in natural language processing: Estimation, prediction, interpretation and beyond.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Causal inference in natural language processing: Estimation, prediction, interpretation and beyond

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.118031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:24.960957Z digest=sha256:5a5e00a20c95100868ef1e2328ba1a1d2af1680bbf487caee1da48513a79f55c

Observation 7486802e-9712-4707-bdd0-e5981f4ef471 · outbound

This paper cites Regression discontinuity designs with unknown discontinuity points: Testing and estimation.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Regression discontinuity designs with unknown discontinuity points: Testing and estimation

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.107018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:25.027554Z digest=sha256:92fd392aebbee645fed7007dfb53851baa881e59ba97b490ba37b832e36633c1

Observation 1ef1b8d3-6a9e-47b4-a65e-c089eeda36b6 · outbound

This paper cites Auto- mated local regression discontinuity design discovery.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Auto- mated local regression discontinuity design discovery

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.095823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:25.137151Z digest=sha256:0020fe23699f7a1d49fea22e64e048e7eb69cee3d56a0844f945fdfec70afd25

Observation 12949e2c-0e31-493c-8a4c-87b3a0802daa · outbound

This paper cites Automated detec- tion of causal inference opportunities: regression discontinuity subgroup discovery.Transactions on Machine Learning Research, 2023.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Automated detec- tion of causal inference opportunities: regression discontinuity subgroup discovery.Transactions on Machine Learning Research, 2023

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.084851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:25.244438Z digest=sha256:fd4acfec2f73aecd59d666d255b8d24b964685783de675682750bb2d8da41e87

Observation 0df9ee0a-3dc1-4ba8-a7f2-5014da3f0790 · outbound

This paper cites Fong, Justin Grimmer, Margaret E.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Fong, Justin Grimmer, Margaret E

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.073105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:25.355413Z digest=sha256:a460565bde8a9a264ac1f0e76b1a75794e8b3c10902b9623e8a5c3b508fa68d2

Observation dfa39183-b37d-45ca-8a02-26c1de10ae1f · outbound

This paper cites Forecasting treatment responses over time using recurrent marginal structural networks.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Forecasting treatment responses over time using recurrent marginal structural networks

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.061262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:25.441981Z digest=sha256:d26f40e087d70d7d46187694c9caebd0386dc7b3f6b2c0384f071de91c60b9a9

Observation 2b2ee194-a64f-4a0f-bc42-a9f49c302de3 · outbound

This paper cites Estimating coun- terfactual treatment outcomes over time through adversarially balanced representations.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Estimating coun- terfactual treatment outcomes over time through adversarially balanced representations

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.050234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:25.525645Z digest=sha256:66f4f62dc0dc11c9caa3dd54c53c4735abe5d10f67a9bcb2766463944b9c6694

Observation dd10ea4c-8971-4887-8c79-10fad3e3dd4a · outbound

This paper cites G-Net: A Deep Learning Approach to G-computation for Counterfactual Outcome Prediction Under Dynamic Treatment Regimes.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety G-Net: A Deep Learning Approach to G-computation for Counterfactual Outcome Prediction Under Dynamic Treatment Regimes

Reference 57

Resolution
verified exact
local_arxiv, observed 2026-08-05T14:05:26.834420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:25.686035Z digest=sha256:f12056f27acfde3a74fe715c2e4bf4f13c7d6dfd02a5f16cec87e091d5c84615

Observation 3971a4b1-26e4-48c0-a341-622a2a7b5dfa · outbound

This paper cites Causal transformer for estimating counterfactual outcomes.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Causal transformer for estimating counterfactual outcomes

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.039190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:25.713024Z digest=sha256:b5b80caff35e625d98418cb87b3a111320b6923586d1c13a184fab6ce8dc69cf

Observation 00123d03-5881-4d17-8033-ad36641d7b9f · outbound

This paper cites Causal contrastive learning for counterfactual regression over time.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Causal contrastive learning for counterfactual regression over time

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.027825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:25.828236Z digest=sha256:1e5ddd0e7c5e9d9c6d9ac5e0221f24dfaf9d1bd333a40834eacba3586a1fb35e

Observation c37d623a-9455-4f7e-a397-ba748dece082 · outbound

This paper cites Counterfactual explanations and algorithmic recourses for machine learning: A review.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Counterfactual explanations and algorithmic recourses for machine learning: A review

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.016747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:25.975877Z digest=sha256:a53f468213840988ee87980c3a29e8202fb210fc71201d3584bb96ac623f0acb

Observation 78f14dd2-ff48-4faa-89ea-43f10b3f3fe4 · outbound

This paper cites The emotional and mental health impact of the murder of george floyd on the us population.Proceedings of the National Academy of Sciences, 118(39):e2109139118, 2021.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety The emotional and mental health impact of the murder of george floyd on the us population.Proceedings of the National Academy of Sciences, 118(39):e2109139118, 2021

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:27.004991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:26.124518Z digest=sha256:61770af0d06b849bc4870cfb05d945d7ff216d733154ad1fd62bc0a0cab82a23

Observation 3c8e3814-245e-4f30-a81f-4df5b6286812 · outbound

This paper cites Geographic disparities in children’s mental health care.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Geographic disparities in children’s mental health care

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:26.993253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:26.270125Z digest=sha256:37f634f8102cffaaa96466d3dde8545913108ead74566149d0e6b824bdea7bdd

Observation cb974e80-9b20-4524-92a3-98475e05ddd0 · outbound

This paper cites Estimating geographic subjective well-being from twitter: A comparison of dictionary and data-driven language methods.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Estimating geographic subjective well-being from twitter: A comparison of dictionary and data-driven language methods

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:26.981479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:26.426867Z digest=sha256:2183eb6350538223dd9accf5a79d068de25aa8c52a1295c670cd7ce76d351a4e

Observation 13ab8c42-48bb-400c-a668-44e297ac49f9 · outbound

This paper cites Linguistic markers of psy- chological change surrounding september 11, 2001.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Linguistic markers of psy- chological change surrounding september 11, 2001

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:26.969501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:26.642894Z digest=sha256:9001da9ccb7540264a3dc35b1280b25fdf6def067124716383244d3ed56c10cd

Observation c0d11b79-8719-4d05-ba46-98889768da96 · outbound

This paper cites The ripple of fear, sympathy and solidarity during the boston bombings.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety The ripple of fear, sympathy and solidarity during the boston bombings

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:26.957831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:26.764227Z digest=sha256:bc0ac8db41d81e856358102d924daa15816ce0153627bef16a75b050a8291e8e

Observation 6266c964-69d1-4d20-89d5-0c8e8eccd943 · outbound

This paper cites social desirability.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety social desirability

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:26.946320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:26.775626Z digest=sha256:f4bcbb531fba194fed3ad99b09820bf1b9f0f3e0fabe290283b3f6bb67f1ae19

Observation 0dd2328b-c006-4db8-a327-a0a3c344ea4a · outbound

This paper cites Selection bias in web surveys.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Selection bias in web surveys

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:26.933966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:26.779093Z digest=sha256:d32c59ecd0261305c658bdfca022448c81666b21416ccd5d6b1d9be1cb013b77

Observation 354b5534-db0b-40e9-aa2d-bec5eeb2892a · outbound

This paper cites Changing sense of place in privately owned public spaces during the pandemic: Evidence from a regression discontinuity in time design.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Changing sense of place in privately owned public spaces during the pandemic: Evidence from a regression discontinuity in time design

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:26.921099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:26.782432Z digest=sha256:f7dd1eeb60e877b5a212dcdcd3d7ec0681975fb907938085e0af99251ff1dde6

Observation c743681f-445d-4cea-95f0-e30dc5da3a05 · outbound

This paper cites The use and misuse of counterfactuals in ethical machine learning.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety The use and misuse of counterfactuals in ethical machine learning

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:26.909146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:26.785567Z digest=sha256:a3f6bc43971cd509586b5724b86639ea08d7debafc7c9687f2f4db5e8696a774

Observation 6f65084f-c322-422f-9f6a-1629850e6bea · outbound

This paper cites Burden of disease scenarios for 204 countries and territories, 2022–2050: a forecasting analysis for the global burden of disease study 2021.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Burden of disease scenarios for 204 countries and territories, 2022–2050: a forecasting analysis for the global burden of disease study 2021

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:26.897340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:26.789333Z digest=sha256:ab20b4c2564408c93a87a889d9fb692099c656c01e95224dac6acbd2240b9dbb

Observation 404a7ceb-9571-451b-af5c-63cf595dcf8c · outbound

This paper cites Economic burden of anxiety disorders: a systematic review and meta-analysis.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Economic burden of anxiety disorders: a systematic review and meta-analysis

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:05:26.885602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:26.792667Z digest=sha256:5d7b285a6708dfc8f820a041e3ca80026f0ba50fb3f5f411a41ce4f3f78efb68

Observation c36381cd-3d37-44cb-b024-32c2808e2d6c · outbound

This paper cites Trends in population mental health before and after the 2008 recession: a repeat cross-sectional analysis of the 1991–2010 health surveys of england.

Inferring Effects of Major Events through Discontinuity Forecasting of Population Anxiety Trends in population mental health before and after the 2008 recession: a repeat cross-sectional analysis of the 1991–2010 health surveys of england

Reference 72

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T14:05:26.873645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T14:05:26.795717Z digest=sha256:3630f9fea8d25c53098b714b22e36bcf963648f811985bd86e5810442890e821

Pith citing papers

No inbound Pith citation observations are available.