Skip to content

Commit 316c882

Browse files
capnrefsmmatcapnrefsmmat
committed
Create a publications page for storing all CTIS publications
1 parent 312b71f commit 316c882

File tree

3 files changed

+190
-7
lines changed

3 files changed

+190
-7
lines changed

‎docs/symptom-survey/end-of-survey.md

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -1,7 +1,7 @@
11
---
22
title: End of CTIS Data Collection
33
parent: COVID-19 Trends and Impact Survey
4-
nav_order: 10
4+
nav_order: 11
55
---
66

77
# End of CTIS Data Collection

‎docs/symptom-survey/index.md

Lines changed: 10 additions & 6 deletions
Original file line numberDiff line numberDiff line change
@@ -16,12 +16,6 @@ international version is [conducted by the University of
1616
Maryland](https://covidmap.umd.edu/). Data collection [ceased on June 25,
1717
2022](end-of-survey.md).
1818

19-
The [survey results dashboard](https://delphi.cmu.edu/covidcast/survey-results/)
20-
provides a high-level summary of survey results. Geographically aggregated data
21-
from this survey is publicly available through the [COVIDcast API](../api/covidcast.md)
22-
as the [`fb-survey` data source](../api/covidcast-signals/fb-survey.md). Demographic breakdowns of survey
23-
data are publicly available as [downloadable contingency tables](contingency-tables.md).
24-
2519
The [CTIS Methodology
2620
Report](https://dataforgood.facebook.com/dfg/resources/CTIS-methodology-report)
2721
describes the survey design, data collection process, weighting, and aggregation
@@ -34,6 +28,16 @@ access to the data, see our page on getting [data access](data-access.md).
3428
If you have questions about the survey or getting access to data, contact us at
3529
<[email protected]>.
3630

31+
## Results
32+
33+
The [survey results dashboard](https://delphi.cmu.edu/covidcast/survey-results/)
34+
provides a high-level summary of survey results. Geographically aggregated data
35+
from this survey is publicly available through the [COVIDcast API](../api/covidcast.md)
36+
as the [`fb-survey` data source](../api/covidcast-signals/fb-survey.md). Demographic breakdowns of survey
37+
data are publicly available as [downloadable contingency tables](contingency-tables.md).
38+
39+
CTIS data has been used in [numerous peer-reviewed publications](publications.md).
40+
3741
## Credits
3842

3943
The US COVID-19 Trends and Impact Survey (CTIS) is a project of the [Delphi

‎docs/symptom-survey/publications.md

Lines changed: 179 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,179 @@
1+
---
2+
title: Publications
3+
parent: COVID-19 Trends and Impact Survey
4+
nav_order: 10
5+
---
6+
7+
# Publications Using CTIS
8+
9+
Since 2020, academic and nonprofit researchers have used data from the US
10+
COVID-19 Trends and Impact Survey in peer-reviewed research publications.
11+
12+
Our primary description of the survey and its results over the first year of
13+
operation was published as part of the [special feature "Beyond Cases and
14+
Deaths: The Benefits of Auxiliary Data Streams in Tracking the COVID-19
15+
Pandemic"](https://www.pnas.org/topic/548) in *PNAS*:
16+
17+
- J. Salomon, A. Reinhart, A. Bilinski, E. J. Chua, W. La Motte-Kerr, M. M.
18+
Rönn, M. B. Reitsma, K. A. Morris, S. LaRocca, T. H. Farag, F. Kreuter, R.
19+
Rosenfeld, and R. J. Tibshirani (2021). [The US COVID-19 Trends and Impact
20+
Survey: Continuous real-time measurement of COVID-19 symptoms, risks,
21+
protective behaviors, testing, and
22+
vaccination](https://doi.org/10.1073/pnas.2111454118). *Proceedings of the
23+
National Academy of Sciences* 118 (51) e2111454118.
24+
25+
Other research publications using the survey data include:
26+
27+
- Anzalone AJ, Sun J, Vinson AJ, Beasley WH, Hillegass WB, Murray K, et al.
28+
(2023). [Community risks for SARS-CoV-2 infection among fully vaccinated US
29+
adults by rurality: A retrospective cohort study from the National COVID
30+
Cohort Collaborative](https://doi.org/10.1371/journal.pone.0279968). *PLoS
31+
ONE* 18(1): e0279968.
32+
- Rufino, J., Baquero, C., Frey, D. et al (2023). [Using survey data to estimate
33+
the impact of the omicron variant on vaccine efficacy against COVID-19
34+
infection](https://doi.org/10.1038/s41598-023-27951-3). *Scientific Reports*
35+
13, 900 (2023).
36+
- Rader, B., Astley, C.M., Sewalk, K. et al (2022). [Spatial modeling of vaccine
37+
deserts as barriers to controlling
38+
SARS-CoV-2](https://doi.org/10.1038/s43856-022-00183-8). *Communications
39+
Medicine* 2, 141.
40+
- C. Lupton-Smith, E. Badillo Goicoechea, M. Collins, J. Lessler, M. K.
41+
Grabowski & E. A. Stuart (2022). [Consistency between Household and County
42+
Measures of Onsite Schooling during the COVID-19
43+
Pandemic](https://doi.org/10.1080/19345747.2022.2131660). *Journal of Research
44+
on Educational Effectiveness*.
45+
- Nguyen, Q.C., Yardi, I., Gutierrez, F.X.M. et al. (2022). [Leveraging 13
46+
million responses to the U.S. COVID-19 Trends and Impact Survey to examine
47+
vaccine hesitancy, vaccination, and mask wearing, January 2021-February
48+
2022](https://doi.org/10.1186/s12889-022-14286-3). *BMC Public Health* 22,
49+
1911.
50+
- J. G. Lu (2022). [Two large-scale global studies on COVID-19 vaccine hesitancy
51+
over time: Culture, uncertainty avoidance, and vaccine side-effect
52+
concerns](https://doi.org/10.1037/pspa0000320). *Journal of Personality and
53+
Social Psychology*.
54+
- J. M. Cox-Ganser, P. K. Henneberger, D. N. Weissman, G. Guthrie, and C. P.
55+
Groth (2022). [COVID-19 test positivity by occupation using the Delphi US
56+
COVID-19 Trends and Impact Survey, September–November
57+
2020](https://doi.org/10.1002/ajim.23410). *American Journal of Industrial
58+
Medicine* 65 (9), 721-730.
59+
- M. Jahja, A. Chin, and R.J. Tibshirani (2022). [Real-Time Estimation of
60+
COVID-19 Infections: Deconvolution and Sensor
61+
Fusion](https://doi.org/10.1214/22-STS856). *Statistical Science* 37 (2),
62+
207-228.
63+
- Henneberger, PK, Cox-Ganser, JM, Guthrie, GM, Groth, CP (2022). [Estimates of
64+
COVID-19 vaccine uptake in major occupational groups and detailed occupational
65+
categories in the United States, April–May
66+
2021](https://doi.org/10.1002/ajim.23370). *American Journal of Industrial
67+
Medicine* 65 (7), 525-536.
68+
- K. E. Wiens, C. P. Smith, E. Badillo-Goicoechea, K. H. Grantz, M. K.
69+
Grabowski, A. S. Azman, E. A. Stuart, and J. Lessler (2022). [In-person
70+
schooling and associated COVID-19 risk in the United States over spring
71+
semester 2021](https://doi.org/10.1126/sciadv.abm9128). *Science Advances* 8,
72+
eabm9128.
73+
- F. Petersen, A. Errore, and P. Karaca-Mandic (2022). [Lifting statewide mask
74+
mandates and COVID-19 cases: A synthetic control
75+
study](https://doi.org/10.1097/MLR.0000000000001725). *Medical Care* 60 (7),
76+
538-544.
77+
- F. Pierri, B. L. Perry, M. R. DeVerna, et al. (2022). [Online misinformation
78+
is linked to early COVID-19 vaccination hesitancy and
79+
refusal](https://doi.org/10.1038/s41598-022-10070-w). *Scientific Reports* 12,
80+
5966.
81+
- A. Pilehvari, J. Ton, M. R. Mohan, A. Marathe, and A. Vullikanti (2022).
82+
[Drivers and Predictors of COVID-19 Vaccine Hesitancy in
83+
Virginia](https://doi.org/10.1007/978-3-030-96188-6_8). In: Yang, Z., von
84+
Briesen, E. (eds), *Proceedings of the 2021 Conference of The Computational
85+
Social Science Society of the Americas*. CSSSA 2021.
86+
- L. S. Flor, J. Friedman, C. N. Spencer, et al. (2022). [Quantifying the
87+
effects of the COVID-19 pandemic on gender equality on health, social, and
88+
economic indicators: a comprehensive review of data from March, 2020, to
89+
September, 2021](https://doi.org/10.1016/S0140-6736(22)00008-3). *The Lancet*
90+
399 (10344), 2381-2397.
91+
- D. P. Do and R. Frank (2022). [Prior COVID-19 infection: an underappreciated
92+
factor in vaccine hesitancy in the
93+
USA](https://doi.org/10.1093/pubmed/fdab404). *Journal of Public Health* 44
94+
(2), 471-474.
95+
- W. C. King, M. Rubinstein, A. Reinhart, and R. J. Mejia (2021). [Time trends,
96+
factors associated with, and reasons for COVID-19 vaccine hesitancy: A massive
97+
online survey of US adults from January-May
98+
2021](https://doi.org/10.1371/journal.pone.0260731). *PLoS ONE* 16 (12),
99+
e0260731.
100+
- C. Lupton-Smith, E. Badillo-Goicochea, T.-H. Chang, H. Maniates, K. E. Riehm,
101+
I. Schmid, and E. A. Stuart (2021). [Factors associated with county-level
102+
mental health during the COVID-19
103+
pandemic](https://doi.org/10.1002/jcop.22785). *Journal of Community
104+
Psychology* 50 (5), 2431-2442.
105+
- D. P. Do and R. Frank (2021). [U.S. frontline workers and COVID-19
106+
inequities](https://doi.org/10.1016/j.ypmed.2021.106833). *Preventive
107+
Medicine* 153, 106833.
108+
- W. C. King, M. Rubinstein, A. Reinhart, and R. J. Mejia (2021). [COVID-19
109+
vaccine hesitancy January-May 2021 among 18–64 year old US adults by
110+
employment and occupation](https://doi.org/10.1016/j.pmedr.2021.101569).
111+
*Preventive Medicine Reports* 24, 101569.
112+
- C. H. Sudre, A. Keshet, M. S. Graham, A. D. Joshi, S. Shilo, H. Rossman, B.
113+
Murray, E. Molteni, K. Klaser, L. D. Canas, M. Antonelli, L. H. Nguyen, D. A.
114+
Drew, M. Modat, J. Capdevila Pujol, S. Ganesh, J. Wolf, T. Meir, A. T. Chan,
115+
C. J. Steves, T. D. Spector, J. S. Brownstein, E. Segal, S. Ourselin, and C.
116+
M. Astley (2021). [Anosmia, ageusia, and other COVID-19-like symptoms in
117+
association with a positive SARS-CoV-2 test, across six national digital
118+
surveillance platforms: an observational
119+
study](https://doi.org/10.1016/S2589-7500(21)00115-1). *The Lancet Digital
120+
Health* 3 (9), e577-e586.
121+
- R. Sukumaran, P. Patwa, S. T V, S. Shankar, R. Kanaparti, J. Bae, Y. Mathur,
122+
A. Singh, A. Chopra, M. Kang, P. Ramaswamy, and R. Raskar (2021). [COVID-19
123+
outbreak prediction and analysis using self reported
124+
symptoms](https://doi.org/10.35566/jbds/v1n1/p8). *Journal of Behavioral Data
125+
Science* 1 (1), 154–169.
126+
- D. Adjodah, K. Dinakar, M. Chinazzi, S. P. Fraiberger, A. Pentland, S. Bates,
127+
K. Staller, A. Vespignani, and D. L. Bhatt (2021). [Association between
128+
COVID-19 outcomes and mask mandates, adherence, and
129+
attitudes](https://doi.org/10.1371/journal.pone.0252315). *PLoS ONE* 16 (6),
130+
e0252315.
131+
- C. M. Zipfel, V. Colizza, and S. Bansal (2021). [The missing season: The
132+
impacts of the COVID-19 pandemic on
133+
influenza](https://doi.org/10.1016/j.vaccine.2021.05.049). *Vaccine* 39 (28),
134+
3645-3648.
135+
- J. Lessler, M. K. Grabowski, K. H. Grantz, E. Badillo-Goicoechea, C. J. E.
136+
Metcalf, C. Lupton-Smith, A. S. Azman, and E. A. Stuart (2021). [Household
137+
COVID-19 risk and in-person
138+
schooling](https://doi.org/10.1126/science.abh2939). *Science* 372 (6545),
139+
1092-1097.
140+
- Doerr, A.J. (2021). [Locked (Down) and Loaded (Language): Effect of Policy and
141+
Speech on COVID-19 Outcomes](https://doi.org/10.1177/15480518211012404).
142+
*Journal of Leadership & Organizational Studies* 28 (3), 340-348.
143+
- Fischer CB, Adrien N, Silguero JJ, Hopper JJ, Chowdhury AI, Werler MM (2021).
144+
[Mask adherence and rate of COVID-19 across the United
145+
States](https://doi.org/10.1371/journal.pone.0249891). *PLoS ONE* 16 (4),
146+
e0249891.
147+
- Bilinski, A., Emanuel, E., Salomon, J.A. and Venkataramani, A. (2021). [Better
148+
Late Than Never: Trends in COVID-19 Infection Rates, Risk Perceptions, and
149+
Behavioral Responses in the USA](https://doi.org/10.1007/s11606-021-06633-8).
150+
*Journal of General Internal Medicine* 36, 1825-1828.
151+
- Molteni, E., Astley, C.M., Ma, W. et al. (2021). [Symptoms and syndromes
152+
associated with SARS-CoV-2 infection and severity in pregnant women from two
153+
community cohorts](https://doi.org/10.1038/s41598-021-86452-3). *Scientific
154+
Reports* 11, 6928.
155+
- Rebeiro, P., Aronoff, D, and Smith, M.K. (2021). [The Impact of State
156+
Mask-Wearing Requirements on the Growth of COVID-19 Cases, Hospitalizations,
157+
and Deaths in the United States](https://doi.org/10.1093/cid/ciab101).
158+
*Clinical Infectious Diseases* 73 (9), 1703–1706.
159+
- Rader, White, Burns, Chen, Brilliant, Cohen, Shaman, Brilliant, Kraemer,
160+
Moritz, Hawkins, Scarpino, Astley, and Brownstein (2021). [Mask-wearing and
161+
control of SARS-CoV-2 transmission in the USA: a cross-sectional
162+
study](https://doi.org/10.1016/S2589-7500(20)30293-4). *Lancet Digital Health*
163+
3 (3), e148-e157.
164+
- Flaxman AD, Henning DJ and Duber HC (2020). [The relative incidence of
165+
COVID-19 in healthcare workers versus non-healthcare workers: evidence from a
166+
web-based survey of Facebook users in the United
167+
States](https://doi.org/10.12688/gatesopenres.13202.2). *Gates Open Research*,
168+
4:174.
169+
- Kreuter, F., Barkay, N., Bilinski, A., Bradford, A., Chiu, S., Eliat, R., Fan,
170+
J., Galili, T., Haimovich, D., Kim, B., LaRocca, S., Li, Y., Morris, K.,
171+
Presser, S., Sarig, T., Salomon, J. A., Stewart, K., Stuart, E. A., &
172+
Tibshirani, R. J. (2020). [Partnering with a global platform to inform
173+
research and public policy
174+
making](https://doi.org/10.18148/srm/2020.v14i2.7761). *Survey Research
175+
Methods*, 14 (2), 159-163.
176+
177+
If you have used the survey data, or the aggregate data available in the
178+
COVIDcast API, to publish research results, please contact us at
179+
<[email protected]> so we can include your work here.

0 commit comments

Comments
 (0)