References
Altman DG. 1998-12-15. Statistical reviewing for medical journals. Statist. Med. 17(23):2661–2674. https://doi.org/10.1002/(SICI)1097-0258(19981215)17:23<2661::AID-SIM33>3.0.CO;2-B
Altmetric Glossary. 2020-09-15. Altmetric. https://help.altmetric.com/support/solutions/articles/6000232842-altmetric-glossary
Bailar JC, Mosteller F. 1988-02-01. Guidelines for statistical reporting in articles for medical journals: Amplifications and explanations. Ann Intern Med. 108(2):266–273. https://doi.org/10.7326/0003-4819-108-2-266
Barrett CE, Koyama AK, Alvarez P, Chow W, Lundeen EA, Perrine CG, Pavkov ME, Rolka DB, Wiltz JL, Bull-Otterson L, et al. 2022-01. Risk for newly diagnosed diabetes >30 days after SARS-CoV-2 infection among persons aged <18 years — United States, March 1, 2020–June 28, 2021. MMWR Morb. Mortal. Wkly. Rep. 71(2):59–65. https://doi.org/10.15585/mmwr.mm7102e2
Beauregard JL, Hamner HC, Chen J, Avila-Rodriguez W, Elam-Evans LD, Perrine CG. 2019-08. Racial disparities in breastfeeding initiation and duration among U.S. Infants born in 2015. MMWR Morb. Mortal. Wkly. Rep. 68(34):745–748. https://doi.org/10.15585/mmwr.mm6834a3
Block JP, Boehmer TK, Forrest CB, Carton TW, Lee GM, Ajani UA, Christakis DA, Cowell LG, Draper C, Ghildayal N, et al. 2022-04. Cardiac complications after SARS-CoV-2 Infection and mRNA COVID-19 vaccination — PCORnet, United States, January 2021–January 2022. MMWR Morb. Mortal. Wkly. Rep. 71(14):517–523. https://doi.org/10.15585/mmwr.mm7114e1
Bohm MK, Liu Y, Esser MB, Mesnick JB, Lu H, Pan Y, Greenlund KJ. 2021-10. Binge drinking among adults, by select characteristics and state — United States, 2018. MMWR Morb. Mortal. Wkly. Rep. 70(41):1441–1446. https://doi.org/10.15585/mmwr.mm7041a2
Bozio CH, Grannis SJ, Naleway AL, Ong TC, Butterfield KA, DeSilva MB, Natarajan K, Yang D-H, Rao S, Klein NP, et al. 2021-11. Laboratory-confirmed COVID-19 among adults hospitalized with COVID-19–like illness with infection-induced or mRNA vaccine-induced SARS-CoV-2 immunity — nine states, January–September 2021. MMWR Morb. Mortal. Wkly. Rep. 70(44):1539–1544. https://doi.org/10.15585/mmwr.mm7044e1
Britton A, Jacobs Slifka KM, Edens C, Nanduri SA, Bart SM, Shang N, Harizaj A, Armstrong J, Xu K, Ehrlich HY, et al. 2021-03. Effectiveness of the Pfizer-BioNTech COVID-19 vaccine among residents of two skilled nursing facilities experiencing COVID-19 outbreaks — Connecticut, December 2020–February 2021. MMWR Morb. Mortal. Wkly. Rep. 70(11):396–401. https://doi.org/10.15585/mmwr.mm7011e3
Budzyn SE, Panaggio MJ, Parks SE, Papazian M, Magid J, Eng M, Barrios LC. 2021-10. Pediatric COVID-19 cases in counties with and without school mask requirements — United States, July 1–September 4, 2021. MMWR Morb. Mortal. Wkly. Rep. 70(39):1377–1378. https://doi.org/10.15585/mmwr.mm7039e3
Bull-Otterson L, Baca S, Saydah S, Boehmer TK, Adjei S, Gray S, Harris AM. 2022-05. Post–COVID conditions among adult COVID-19 survivors aged 18–64 and ≥65 years — United States, March 2020–November 2021. MMWR Morb. Mortal. Wkly. Rep. 71(21):713–717. https://doi.org/10.15585/mmwr.mm7121e1
Chang A, Schnall AH, Law R, Bronstein AC, Marraffa JM, Spiller HA, Hays HL, Funk AR, Mercurio-Zappala M, Calello DP, et al. 2020-04. Cleaning and disinfectant chemical exposures and temporal associations with COVID-19 — National Poison Data System, United States, January 1, 2020–March 31, 2020. MMWR Morb. Mortal. Wkly. Rep. 69(16):496–498. https://doi.org/10.15585/mmwr.mm6916e1
Christie A, Henley SJ, Mattocks L, Fernando R, Lansky A, Ahmad FB, Adjemian J, Anderson RN, Binder AM, Carey K, et al. 2021-06. Decreases in COVID-19 cases, emergency department visits, hospital admissions, and deaths among older adults following the introduction of COVID-19 vaccine — United States, September 6, 2020–May 1, 2021. MMWR Morb. Mortal. Wkly. Rep. 70(23):858–864. https://doi.org/10.15585/mmwr.mm7023e2
Chun HM, Dirlikov E, Cox MH, Sherlock MW, Obeng-Aduasare Y, Sato K, Voetsch AC, Ater AD, Romano ER, Tomlinson H, et al. 2023-03. Vital Signs : Progress toward eliminating HIV as a global public health threat through scale-up of antiretroviral therapy and health system strengthening supported by the U.S. President’s emergency plan for AIDS relief — worldwide, 2004–2022. MMWR Morb. Mortal. Wkly. Rep. 72(12):317–324. https://doi.org/10.15585/mmwr.mm7212e1
Cleveland WS. 1984-11. Graphical methods for data presentation: Full scale breaks, dot charts, and multibased logging. The American Statistician. 38(4):270–280. https://doi.org/10.1080/00031305.1984.10483224
Cleveland WS. 1989. The elements of graphing data. 10.[print.] ed. Monterey, Cal: Wadsworth.
Cleveland WS. 1993. Visualizing data. Murray Hill, NJ: AT & T Bell Laboratories.
Correll M, Gleicher M. 2014-12. Error bars considered harmful: Exploring alternate encodings for mean and error. IEEE Trans. Visual. Comput. Graphics. 20(12):2142–2151. https://doi.org/10.1109/TVCG.2014.2346298
Courtemanche C, Garuccio J, Le A, Pinkston J, Yelowitz A. 2020-07. Strong social distancing measures in the United States reduced the COVID-19 growth rate. Health Affairs. 39(7):1237–1246. https://doi.org/10.1377/hlthaff.2020.00608
Czeisler MÉ, Lane RI, Petrosky E, Wiley JF, Christensen A, Njai R, Weaver MD, Robbins R, Facer-Childs ER, Barger LK, et al. 2020-08. Mental health, substance use, and suicidal ideation during the COVID-19 pandemic — United States, June 24–30, 2020. MMWR Morb. Mortal. Wkly. Rep. 69(32):1049–1057. https://doi.org/10.15585/mmwr.mm6932a1
Czeisler MÉ, Tynan MA, Howard ME, Honeycutt S, Fulmer EB, Kidder DP, Robbins R, Barger LK, Facer-Childs ER, Baldwin G, et al. 2020-06. Public attitudes, behaviors, and beliefs related to COVID-19, stay-at-home orders, nonessential business closures, and public health guidance — United States, New York City, and Los Angeles, May 5–12, 2020. MMWR Morb. Mortal. Wkly. Rep. 69(24):751–758. https://doi.org/10.15585/mmwr.mm6924e1
DeSisto CL, Wallace B, Simeone RM, Polen K, Ko JY, Meaney-Delman D, Ellington SR. 2021-11. Risk for stillbirth among women with and without COVID-19 at delivery hospitalization — United States, March 2020–September 2021. MMWR Morb. Mortal. Wkly. Rep. 70(47):1640–1645. https://doi.org/10.15585/mmwr.mm7047e1
Divers J, Mayer-Davis EJ, Lawrence JM, Isom S, Dabelea D, Dolan L, Imperatore G, Marcovina S, Pettitt DJ, Pihoker C, et al. 2020-02. Trends in incidence of type 1 and type 2 diabetes among youths — selected counties and Indian reservations, United States, 2002–2015. MMWR Morb. Mortal. Wkly. Rep. 69(6):161–165. https://doi.org/10.15585/mmwr.mm6906a3
Donovan CV, Rose C, Lewis KN, Vang K, Stanley N, Motley M, Brown CC, Gray FJ, Thompson JW, Amick BC, et al. 2022-03. SARS-CoV-2 incidence in K–12 school districts with mask-required versus mask-optional policies — Arkansas, August–October 2021. MMWR Morb. Mortal. Wkly. Rep. 71(10):384–389. https://doi.org/10.15585/mmwr.mm7110e1
Doyle JD, Chung JR, Kim SS, Gaglani M, Raiyani C, Zimmerman RK, Nowalk MP, Jackson ML, Jackson LA, Monto AS, et al. 2019-02. Interim estimates of 2018–19 seasonal influenza vaccine effectiveness — United States, February 2019. MMWR Morb. Mortal. Wkly. Rep. 68(6):135–139. https://doi.org/10.15585/mmwr.mm6806a2
Ellington S, Strid P, Tong VT, Woodworth K, Galang RR, Zambrano LD, Nahabedian J, Anderson K, Gilboa SM. 2020-06. Characteristics of women of reproductive age with laboratory-confirmed SARS-CoV-2 infection by pregnancy status — United States, January 22–June 7, 2020. MMWR Morb. Mortal. Wkly. Rep. 69(25):769–775. https://doi.org/10.15585/mmwr.mm6925a1
Ellis P. 2016-08. Dual axes time series plots may be ok sometimes after all. free range statistics. https://freerangestats.info/blog/2016/08/18/dualaxes.html
Falk A, Benda A, Falk P, Steffen S, Wallace Z, Høeg TB. 2021-01. COVID-19 cases and transmission in 17 K–12 schools — Wood County, Wisconsin, August 31–November 29, 2020. MMWR Morb. Mortal. Wkly. Rep. 70(4):136–140. https://doi.org/10.15585/mmwr.mm7004e3
Few S. 2008-03. Dual-scaled axes in graphs: Are they ever the best solution? https://www.perceptualedge.com/articles/visual_business_intelligence/dual-scaled_axes.pdf
Fisher KA, Barile JP, Guerin RJ, Vanden Esschert KL, Jeffers A, Tian LH, Garcia-Williams A, Gurbaxani B, Thompson WW, Prue CE. 2020-07. Factors associated with cloth face covering use among adults during the COVID-19 pandemic — United States, April and May 2020. MMWR Morb. Mortal. Wkly. Rep. 69(28):933–937. https://doi.org/10.15585/mmwr.mm6928e3
Fisher KA, Tenforde MW, Feldstein LR, Lindsell CJ, Shapiro NI, Files DC, Gibbs KW, Erickson HL, Prekker ME, Steingrub JS, et al. 2020-09. Community and close contact exposures associated with COVID-19 among symptomatic adults ≥18 years in 11 outpatient health care facilities — United States, July 2020. MMWR Morb. Mortal. Wkly. Rep. 69(36):1258–1264. https://doi.org/10.15585/mmwr.mm6936a5
García MC, Heilig CM, Lee SH, Faul M, Guy G, Iademarco MF, Hempstead K, Raymond D, Gray J. 2019-01. Opioid prescribing rates in nonmetropolitan and metropolitan counties among primary care providers using an electronic health record system — United States, 2014–2017. MMWR Morb. Mortal. Wkly. Rep. 68(2):25–30. https://doi.org/10.15585/mmwr.mm6802a1
Gelman A. 2020-06. Bla bla bla PEER REVIEW bla bla bla. Statistical Modeling, Causal Inference, and Social Science. https://statmodeling.stat.columbia.edu/2020/06/11/bla-bla-bla-peer-review-bla-bla-bla/
Gettings J, Czarnik M, Morris E, Haller E, Thompson-Paul AM, Rasberry C, Lanzieri TM, Smith-Grant J, Aholou TM, Thomas E, et al. 2021-05. Mask use and ventilation improvements to reduce COVID-19 incidence in elementary schools — Georgia, November 16–December 11, 2020. MMWR Morb. Mortal. Wkly. Rep. 70(21):779–784. https://doi.org/10.15585/mmwr.mm7021e1
Gilbert LK, Strine TW, Szucs LE, Crawford TN, Parks SE, Barradas DT, Njai R, Ko JY. 2020-12. Racial and ethnic differences in parental attitudes and concerns about school reopening during the COVID-19 pandemic — United States, July 2020. MMWR Morb. Mortal. Wkly. Rep. 69(49):1848–1852. https://doi.org/10.15585/mmwr.mm6949a2
Gore SM, Jones G, Thompson SG. 1992-07. The Lancet’s statistical review process: Areas for improvement by authors. The Lancet. 340(8811):100–102. https://doi.org/10.1016/0140-6736(92)90409-V
Greenland S. 2019-03. Valid P-values behave exactly as they should: Some misleading criticisms of P-values and their resolution with S-values. The American Statistician. 73(sup1):106–114. https://doi.org/10.1080/00031305.2018.1529625
Griffin JB, Haddix M, Danza P, Fisher R, Koo TH, Traub E, Gounder P, Jarashow C, Balter S. 2021-08. SARS-CoV-2 infections and hospitalizations among persons aged ≥16 years, by vaccination status — Los Angeles County, California, May 1–July 25, 2021. MMWR Morb. Mortal. Wkly. Rep. 70(34):1170–1176. https://doi.org/10.15585/mmwr.mm7034e5
Guy GP, Lee FC, Sunshine G, McCord R, Howard-Williams M, Kompaniyets L, Dunphy C, Gakh M, Weber R, Sauber-Schatz E, et al. 2021-03. Association of state-issued mask mandates and allowing on-premises restaurant dining with county-level COVID-19 case and death growth rates — United States, March 1–December 31, 2020. MMWR Morb. Mortal. Wkly. Rep. 70(10):350–354. https://doi.org/10.15585/mmwr.mm7010e3
Haber NA, Wieten SE, Rohrer JM, Arah OA, Tennant PWG, Stuart EA, Murray EJ, Pilleron S, Lam ST, Riederer E, et al. 2022-11. Causal and associational language in observational health research: A systematic evaluation. American Journal of Epidemiology. 191(12):2084–2097. https://doi.org/10.1093/aje/kwac137
Hatfield KM, Reddy SC, Forsberg K, Korhonen L, Garner K, Gulley T, James A, Patil N, Bezold C, Rehman N, et al. 2020-08. Facility-wide testing for SARS-CoV-2 in nursing homes — seven U.S. Jurisdictions, March–June 2020. MMWR Morb. Mortal. Wkly. Rep. 69(32):1095–1099. https://doi.org/10.15585/mmwr.mm6932e5
Hause AM, Gee J, Baggs J, Abara WE, Marquez P, Thompson D, Su JR, Licata C, Rosenblum HG, Myers TR, et al. 2021-08. COVID-19 vaccine safety in adolescents aged 12–17 years — United States, December 14, 2020–July 16, 2021. MMWR Morb. Mortal. Wkly. Rep. 70(31):1053–1058. https://doi.org/10.15585/mmwr.mm7031e1
Healy K. 2016-01. Two y-axes. https://kieranhealy.org/blog/archives/2016/01/16/two-y-axes/
HHS policy for changing the population standard for age adjusting death rates. 1998-08-26. http://aspe.hhs.gov/collaborations-committees-advisory-groups/hhs-data/hhs-data-council-introduction/dc-archive/hhs-policy-changing-population-standard-age-adjusting-death-rates-82698
ICMJE recommendations. 2025-04. https://icmje.org/recommendations/
Irizarry R. 2019-02. Simply Statistics: Open letter to journal editors: Dynamite plots must die. Simply Statistics. https://simplystatistics.org/posts/2019-02-21-dynamite-plots-must-die/
James A, Eagle L, Phillips C, Hedges DS, Bodenhamer C, Brown R, Wheeler JG, Kirking H. 2020-05. High COVID-19 attack rate among attendees at events at a church — Arkansas, March 2020. MMWR Morb. Mortal. Wkly. Rep. 69(20):632–635. https://doi.org/10.15585/mmwr.mm6920e2
Joo H, Miller GF, Sunshine G, Gakh M, Pike J, Havers FP, Kim L, Weber R, Dugmeoglu S, Watson C, Coronado F. 2021-02. Decline in COVID-19 hospitalization growth rates associated with statewide mask mandates — 10 states, March–October 2020. MMWR Morb. Mortal. Wkly. Rep. 70(6):212–216. https://doi.org/10.15585/mmwr.mm7006e2
Kambhampati AK, O’Halloran AC, Whitaker M, Magill SS, Chea N, Chai SJ, Daily Kirley P, Herlihy RK, Kawasaki B, Meek J, et al. 2020-10. COVID-19–associated hospitalizations among health care personnel — COVID-NET, 13 states, March 1–May 31, 2020. MMWR Morb. Mortal. Wkly. Rep. 69(43):1576–1583. https://doi.org/10.15585/mmwr.mm6943e3
Kariisa M, Scholl L, Wilson N, Seth P, Hoots B. 2019-05. Drug overdose deaths involving cocaine and psychostimulants with abuse potential — United States, 2003–2017. MMWR Morb. Mortal. Wkly. Rep. 68(17):388–395. https://doi.org/10.15585/mmwr.mm6817a3
Kerns SH, Wilmer JB. 2021-11. Two graphs walk into a bar: Readout-based measurement reveals the Bar-Tip Limit error, a common, categorical misinterpretation of mean bar graphs. Journal of Vision. 21(12):17. https://doi.org/10.1167/jov.21.12.17
Knaflic CN. 2016-02. Be gone, dual y-axis! storytelling with data. https://www.storytellingwithdata.com/blog/2016/2/1/be-gone-dual-y-axis
Kompaniyets L, Bull-Otterson L, Boehmer TK, Baca S, Alvarez P, Hong K, Hsu J, Harris AM, Gundlapalli AV, Saydah S. 2022-08. Post–COVID-19 symptoms and conditions among children and adolescents — United States, March 1, 2020–January 31, 2022. MMWR Morb. Mortal. Wkly. Rep. 71(31):993–999. https://doi.org/10.15585/mmwr.mm7131a3
Kompaniyets L, Goodman AB, Belay B, Freedman DS, Sucosky MS, Lange SJ, Gundlapalli AV, Boehmer TK, Blanck HM. 2021-03. Body mass index and risk for COVID-19–related hospitalization, intensive care unit admission, invasive mechanical ventilation, and death — United States, March–December 2020. MMWR Morb. Mortal. Wkly. Rep. 70(10):355–361. https://doi.org/10.15585/mmwr.mm7010e4
Lang T. 2016-09. Never P alone: The value of estimates and confidence intervals. MEW. 25:17–21. https://journal.emwa.org/statistics/never-p-alone-the-value-of-estimates-and-confidence-intervals/
Lang T, Altman D. 2016-09-01. Statistical analyses and methods in the published literature: The SAMPL guidelines. Medical Writing. 25(3):31–36. https://journal.emwa.org/statistics/statistical-analyses-and-methods-in-the-published-literature-the-sampl-guidelines/
Leeb RT, Price S, Sliwa S, Kimball A, Szucs L, Caruso E, Godfred-Cato S, Lozier M. 2020-10. COVID-19 trends among school-aged children — United States, March 1–September 19, 2020. MMWR Morb. Mortal. Wkly. Rep. 69(39):1410–1415. https://doi.org/10.15585/mmwr.mm6939e2
Leidner AJ, Barry V, Bowen VB, Silver R, Musial T, Kang GJ, Ritchey MD, Fletcher K, Barrios L, Pevzner E. 2021-01. Opening of large institutions of higher education and county-level COVID-19 incidence — United States, July 6–September 17, 2020. MMWR Morb. Mortal. Wkly. Rep. 70(1):14–19. https://doi.org/10.15585/mmwr.mm7001a4
León TM, Dorabawila V, Nelson L, Lutterloh E, Bauer UE, Backenson B, Bassett MT, Henry H, Bregman B, Midgley CM, et al. 2022-01. COVID-19 cases and hospitalizations by COVID-19 vaccination status and previous COVID-19 diagnosis — California and New York, May–November 2021. MMWR Morb. Mortal. Wkly. Rep. 71(4):125–131. https://doi.org/10.15585/mmwr.mm7104e1
Lesko CR, Fox MP, Edwards JK. 2022-11. A framework for descriptive epidemiology. American Journal of Epidemiology. 191(12):2063–2070. https://doi.org/10.1093/aje/kwac115
Luo F, Li M, Florence C. 2021-04. State-level economic costs of opioid use disorder and fatal opioid overdose — United States, 2017. MMWR Morb. Mortal. Wkly. Rep. 70(15):541–546. https://doi.org/10.15585/mmwr.mm7015a1
Lutrick K, Rivers P, Yoo YM, Grant L, Hollister J, Jovel K, Khan S, Lowe A, Baccam Z, Hanson H, et al. 2021-12. Interim estimate of vaccine effectiveness of BNT162b2 (Pfizer-BioNTech) vaccine in preventing SARS-CoV-2 infection among adolescents aged 12–17 years — Arizona, July–December 2021. MMWR Morb. Mortal. Wkly. Rep. 70(5152):1761–1765. https://doi.org/10.15585/mmwr.mm705152a2
Marx GE, Chase J, Jasperse J, Stinson K, McDonald CE, Runfola JK, Jaskunas J, Hite D, Barnes M, Askenazi M, Albanese B. 2017-11. Public health economic burden associated with two single measles case investigations — Colorado, 2016–2017. MMWR Morb. Mortal. Wkly. Rep. 66(46):1272–1275. https://doi.org/10.15585/mmwr.mm6646a3
Miller MF, Shi M, Motsinger-Reif A, Weinberg CR, Miller JD, Nichols E. 2021-12. Community-based testing sites for SARS-CoV-2 — United States, March 2020–November 2021. MMWR Morb. Mortal. Wkly. Rep. 70(49):1706–1711. https://doi.org/10.15585/mmwr.mm7049a3
Moline HL, Whitaker M, Deng L, Rhodes JC, Milucky J, Pham H, Patel K, Anglin O, Reingold A, Chai SJ, et al. 2021-08. Effectiveness of COVID-19 vaccines in preventing hospitalization among adults aged ≥65 years — COVID-NET, 13 states, February–April 2021. MMWR Morb. Mortal. Wkly. Rep. 70(32):1088–1093. https://doi.org/10.15585/mmwr.mm7032e3
Moreland A, Herlihy C, Tynan MA, Sunshine G, McCord RF, Hilton C, Poovey J, Werner AK, Jones CD, Fulmer EB, et al. 2020-09. Timing of state and territorial COVID-19 stay-at-home orders and changes in population movement — United States, March 1–May 31, 2020. MMWR Morb. Mortal. Wkly. Rep. 69(35):1198–1203. https://doi.org/10.15585/mmwr.mm6935a2
Muth LC. 2018-05. Why not to use two axes, and what to use instead Datawrapper Blog. Datawrapper. https://www.datawrapper.de/blog/dualaxis
New England Journal of Medicine preparation instructions. https://www.nejm.org/author-center/new-manuscripts
O’Neil ME, Henley SJ, Rohan EA, Ellington TD, Gallaway MS. 2019-11. Lung cancer incidence in nonmetropolitan and metropolitan counties — United States, 2007–2016. MMWR Morb. Mortal. Wkly. Rep. 68(44):993–998. https://doi.org/10.15585/mmwr.mm6844a1
Office of the Chief Information Officer. 2021-09. Trustworthy AI playbook. https://www.hhs.gov/sites/default/files/hhs-trustworthy-ai-playbook.pdf
OSTP issues guidance to make federally funded research freely available without delay. 2022-08-25. https://bidenwhitehouse.archives.gov/ostp/news-updates/2022/08/25/ostp-issues-guidance-to-make-federally-funded-research-freely-available-without-delay.
Patel MK, Dumolard L, Nedelec Y, Sodha SV, Steulet C, Gacic-Dobo M, Kretsinger K, McFarland J, Rota PA, Goodson JL. 2019-12. Progress toward regional measles elimination — worldwide, 2000–2018. MMWR Morb. Mortal. Wkly. Rep. 68(48):1105–1111. https://doi.org/10.15585/mmwr.mm6848a1
Payne DC, Smith-Jeffcoat SE, Nowak G, Chukwuma U, Geibe JR, Hawkins RJ, Johnson JA, Thornburg NJ, Schiffer J, Weiner Z, et al. 2020-06. SARS-CoV-2 infections and serologic responses from a sample of U.S. Navy service members — USS Theodore Roosevelt, April 2020. MMWR Morb. Mortal. Wkly. Rep. 69(23):714–721. https://doi.org/10.15585/mmwr.mm6923e4
Pentoney CS, Berger DE. 2016-04. Confidence intervals and the within-the-bar bias. The American Statistician. 70(2):215–220. https://doi.org/10.1080/00031305.2016.1141706
Peterson C, Luo F, Florence C. 2021-12. State-level economic costs of fatal injuries — United States, 2019. MMWR Morb. Mortal. Wkly. Rep. 70(48):1660–1663. https://doi.org/10.15585/mmwr.mm7048a2
Peterson C, Miller GF, Barnett SBL, Florence C. 2021-12. Economic cost of injury — United States, 2019. MMWR Morb. Mortal. Wkly. Rep. 70(48):1655–1659. https://doi.org/10.15585/mmwr.mm7048a1
Peterson C, Sussell A, Li J, Schumacher PK, Yeoman K, Stone DM. 2020-01. Suicide rates by industry and occupation — National Violent Death Reporting System, 32 States, 2016. MMWR Morb. Mortal. Wkly. Rep. 69(3):57–62. https://doi.org/10.15585/mmwr.mm6903a1
Pray IW, Ford L, Cole D, Lee C, Bigouette JP, Abedi GR, Bushman D, Delahoy MJ, Currie D, Cherney B, et al. 2021-01. Performance of an antigen-based test for asymptomatic and symptomatic SARS-CoV-2 testing at two university campuses — Wisconsin, September–October 2020. MMWR Morb. Mortal. Wkly. Rep. 69(5152):1642–1647. https://doi.org/10.15585/mmwr.mm695152a3
Rafi Z, Greenland S. 2020-12. Semantic and cognitive tools to aid statistical science: Replace confidence and significance by compatibility and surprise. BMC Med Res Methodol. 20(1):244. https://doi.org/10.1186/s12874-020-01105-9
Riley RD, Cole TJ, Deeks J, Kirkham JJ, Morris J, Perera R, Wade A, Collins GS. 2022-12. On the 12th day of Christmas, a statistician sent to me …. BMJ.:e072883. https://doi.org/10.1136/bmj-2022-072883
Sapkota S, Caruso E, Kobau R, Radhakrishnan L, Jobst B, DeVies J, Tian N, Hogan RE, Zack MM, Pastula DM. 2022-05. Seizure- or epilepsy-related emergency department visits before and during the COVID-19 pandemic — United States, 2019–2021. MMWR Morb. Mortal. Wkly. Rep. 71(21):703–708. https://doi.org/10.15585/mmwr.mm7121a2
Schenker N, Gentleman JF. 2001-08. On judging the significance of differences by examining the overlap between confidence intervals. The American Statistician. 55(3):182–186. https://doi.org/10.1198/000313001317097960
Schieber LZ, Guy GP, Seth P, Losby JL. 2020-03. Variation in adult outpatient opioid prescription dispensing by age and sex — United States, 2008–2018. MMWR Morb. Mortal. Wkly. Rep. 69(11):298–302. https://doi.org/10.15585/mmwr.mm6911a5
Scobie HM, Johnson AG, Suthar AB, Severson R, Alden NB, Balter S, Bertolino D, Blythe D, Brady S, Cadwell B, et al. 2021-09. Monitoring incidence of COVID-19 cases, hospitalizations, and deaths, by vaccination status — 13 U.S. Jurisdictions, April 4–July 17, 2021. MMWR Morb. Mortal. Wkly. Rep. 70(37):1284–1290. https://doi.org/10.15585/mmwr.mm7037e1
Self WH, Tenforde MW, Stubblefield WB, Feldstein LR, Steingrub JS, Shapiro NI, Ginde AA, Prekker ME, Brown SM, Peltan ID, et al. 2020-09. Seroprevalence of SARS-CoV-2 among frontline health care personnel in a multistate hospital network — 13 academic medical centers, April–June 2020. MMWR Morb. Mortal. Wkly. Rep. 69(35):1221–1226. https://doi.org/10.15585/mmwr.mm6935e2
Siegel DA, Jatlaoui TC, Koumans EH, Kiernan EA, Layer M, Cates JE, Kimball A, Weissman DN, Petersen EE, Reagan-Steiner S, et al. 2019-10. Update: Interim guidance for health care providers evaluating and caring for patients with suspected e-cigarette, or vaping, product use associated lung injury — United States, October 2019. MMWR Morb. Mortal. Wkly. Rep. 68(41):919–927. https://doi.org/10.15585/mmwr.mm6841e3
Su C, Syamlal G, Tamers S, Li J, Luckhaupt SE. 2019-07. Workplace secondhand tobacco smoke exposure among U.S. Nonsmoking workers, 2015. MMWR Morb. Mortal. Wkly. Rep. 68(27):604–607. https://doi.org/10.15585/mmwr.mm6827a2
Tenforde MW, Kim SS, Lindsell CJ, Billig Rose E, Shapiro NI, Files DC, Gibbs KW, Erickson HL, Steingrub JS, Smithline HA, et al. 2020-07. Symptom duration and risk factors for delayed return to usual health among outpatients with COVID-19 in a multistate health care systems network — United States, March–June 2020. MMWR Morb. Mortal. Wkly. Rep. 69(30):993–998. https://doi.org/10.15585/mmwr.mm6930e1
Tenforde MW, Olson SM, Self WH, Talbot HK, Lindsell CJ, Steingrub JS, Shapiro NI, Ginde AA, Douin DJ, Prekker ME, et al. 2021-05. Effectiveness of Pfizer-BioNTech and moderna vaccines against COVID-19 among hospitalized adults aged ≥65 years — United States, January–March 2021. MMWR Morb. Mortal. Wkly. Rep. 70(18):674–679. https://doi.org/10.15585/mmwr.mm7018e1
Thompson MG, Burgess JL, Naleway AL, Tyner HL, Yoon SK, Meece J, Olsho LEW, Caban-Martinez AJ, Fowlkes A, Lutrick K, et al. 2021-04. Interim estimates of vaccine effectiveness of BNT162b2 and mRNA-1273 COVID-19 vaccines in preventing SARS-CoV-2 infection among health care personnel, first responders, and other essential and frontline workers — eight U.S. Locations, December 2020–March 2021. MMWR Morb. Mortal. Wkly. Rep. 70(13):495–500. https://doi.org/10.15585/mmwr.mm7013e3
Tufte ER. 2018. The visual display of quantitative information. Cheshire, Conn: Graphics Press.
Van Dyke ME, Rogers TM, Pevzner E, Satterwhite CL, Shah HB, Beckman WJ, Ahmed F, Hunt DC, Rule J. 2020-11. Trends in county-level COVID-19 incidence in counties with and without a mask mandate — Kansas, June 1–August 23, 2020. MMWR Morb. Mortal. Wkly. Rep. 69(47):1777–1781. https://doi.org/10.15585/mmwr.mm6947e2
Vandenbroucke JP, Von Elm E, Altman DG, Gøtzsche PC, Mulrow CD, Pocock SJ, Poole C, Schlesselman JJ, Egger M. 2007-11. Strengthening the reporting of observational studies in epidemiology (STROBE): Explanation and elaboration. Epidemiology. 18(6):805–835. https://doi.org/10.1097/EDE.0b013e3181577511
Vigen T. 2024-02-13. About Spurious correlations. https://tylervigen.com/about-spurious-correlations
Waltzman D, Womack LS, Thomas KE, Sarmiento K. 2020-07. Trends in emergency department visits for contact sports–related traumatic brain injuries among children — United States, 2001–2018. MMWR Morb. Mortal. Wkly. Rep. 69(27):870–874. https://doi.org/10.15585/mmwr.mm6927a4
Wanga V, Gerdes ME, Shi DS, Choudhary R, Dulski TM, Hsu S, Idubor OI, Webber BJ, Wendel AM, Agathis NT, et al. 2021-12. Characteristics and clinical outcomes of children and adolescents aged <18 years hospitalized with COVID-19 — six hospitals, United States, July–August 2021. MMWR Morb. Mortal. Wkly. Rep. 70(5152):1766–1772. https://doi.org/10.15585/mmwr.mm705152a3
Wasserstein RL, Lazar NA, Wasserstein RL, Lazar NA, Wasserstein RL. 2016. The ASA statement on p-values: Context, process, and purpose. Am. Stat. 70(2):129–133. https://doi.org/10.1080/00031305.2016.1154108
Wasserstein RL, Schirm AL, Lazar NA. 2019-03. Moving to a world beyond “p < 0.05.” The American Statistician. 73(sup1):1–19. https://doi.org/10.1080/00031305.2019.1583913
Weissgerber TL, Milic NM, Winham SJ, Garovic VD. 2015-04. Beyond bar and line graphs: Time for a new data presentation paradigm. PLoS Biol. 13(4):e1002128. https://doi.org/10.1371/journal.pbio.1002128
White House Office of Science and Technology Policy. 2022-08-25. Ensuring free, immediate, and equitable access to federally funded research. Executive Office of the President of the United States. https://bidenwhitehouse.archives.gov/wp-content/uploads/2022/08/08-2022-OSTP-Public-Access-Memo.pdf
Wickham H. 2010-01. A layered grammar of graphics. Journal of Computational and Graphical Statistics. 19(1):3–28. https://doi.org/10.1198/jcgs.2009.07098
Wilkinson L. 2005. The grammar of graphics. Second edition. New York, NY: Springer. https://doi.org/10.1007/0-387-28695-0
Williams JM, Colomb GG. 2009. Style: Toward clarity and grace. Univ. of Chicago Pr.
Wong ES, Wang BC, Garrison LP, Alfonso-Cristancho R, Flum DR, Arterburn DE, Sullivan SD. 2011-12. Examining the BMI-mortality relationship using fractional polynomials. BMC Med Res Methodol. 11:175. https://doi.org/10.1186/1471-2288-11-175
Xu S, Huang R, Sy LS, Glenn SC, Ryan DS, Morrissette K, Shay DK, Vazquez-Benitez G, Glanz JM, Klein NP, et al. 2021-10. COVID-19 vaccination and non–COVID-19 mortality risk — seven integrated health care organizations, United States, December 14, 2020–July 31, 2021. MMWR Morb. Mortal. Wkly. Rep. 70(43):1520–1524. https://doi.org/10.15585/mmwr.mm7043e2
Yard E, Radhakrishnan L, Ballesteros MF, Sheppard M, Gates A, Stein Z, Hartnett K, Kite-Powell A, Rodgers L, Adjemian J, et al. 2021-06. Emergency department visits for suspected suicide attempts among persons aged 12–25 years before and during the COVID-19 pandemic — United States, January 2019–May 2021. MMWR Morb. Mortal. Wkly. Rep. 70(24):888–894. https://doi.org/10.15585/mmwr.mm7024e1
Zambrano LD, Ellington S, Strid P, Galang RR, Oduyebo T, Tong VT, Woodworth KR, Nahabedian JF, Azziz-Baumgartner E, Gilboa SM, et al. 2020-11. Update: Characteristics of symptomatic women of reproductive age with laboratory-confirmed SARS-CoV-2 infection by pregnancy status — United States, January 22–October 3, 2020. MMWR Morb. Mortal. Wkly. Rep. 69(44):1641–1647. https://doi.org/10.15585/mmwr.mm6944e3