| Course | NUR 603 Epidemiology |
|---|---|
| Module | Module 9 |
| Paper type | Final population health analysis |
| Length | About 1,370 words, 7 pages |
| Format | APA 7 student paper |
| School | Southern New Hampshire University |
| Program | MSN |
| Updated | September 2026 |
Free sample paper for NUR 603 Module 9
Final Project: A Population Health Analysis of Alcohol-Induced Mortality in Midlife Women, Ridgeline County, 2018 to 2022
[Student Name]
Southern New Hampshire University
NUR 603: Epidemiology
Final Project
[Instructor Name]
[Date]
The organization, setting and figures below are a composite written as a model document. No real employer, client, colleague or patient is described.
Final Project: A Population Health Analysis of Alcohol-Induced Mortality in Midlife Women, Ridgeline County, 2018 to 2022
Much of the public conversation about substance-related death in the last decade has focused on opioids. Alcohol has received less attention, even though it kills more Americans each year than any illicit drug and even though deaths caused wholly by alcohol have been climbing among women. This analysis brings the three course milestones together into one report on alcohol-induced deaths among midlife women in a composite county. It argues that the county's rate is substantial and probably understated, that its burden falls most heavily on women in their late fifties and early sixties and on liver disease, and that a prevention plan acting at three levels, with measures fixed in advance, is the right response.
Background and Significance
Nationally, alcohol-attributed mortality has risen for two decades, and from 2018 to 2020 it rose faster among women, at about 14.7% a year, than among men, at about 12.5% a year (Karaye et al., 2023). The alcohol-induced death rate rose between 2019 and 2020 for both sexes and was highest in the 55 to 64 age group (Spencer et al., 2022). Once partly attributable causes are added, excessive drinking explains roughly 12.9% of the deaths of Americans between 20 and 64 in the 2015 to 2019 window (Esser et al., 2022). Years of heavy drinking produce liver disease in midlife, and since a smaller lifetime intake is enough to injure a woman's liver than a man's, the rise in drinking among women can be expected to show up later as a rise in liver deaths.
Case Definition and Data Sources
A case was a death of a female county resident aged 45 to 64, occurring in 2018 through 2022, whose underlying cause was one of the National Center for Health Statistics alcohol-induced ICD-10 codes, a list that includes alcoholic liver disease, mental and behavioral disorders due to alcohol, alcohol poisoning, alcohol-induced pancreatitis and alcoholic cardiomyopathy. The definition matches national reporting, which allows fair comparison, but excludes deaths partly caused by alcohol, such as crashes and many cancers, so it captures only part of the burden. Deaths came from state death certificate data; denominators from Census Bureau county population estimates; and drinking prevalence from the Behavioral Risk Factor Surveillance System.
Methods
Because single-year counts were small, five years were pooled. Person-years were the sum of the annual population estimates for each age band. Rates were expressed per 100,000 person-years and standardized for age directly, with the 2000 US standard population restricted to the 45 to 64 band, which places 60.7% of the weight on the younger decade and 39.3% on the older one. Men of the same age were analyzed as a comparison group. Intervals at the 95% level rest on a normal approximation to the Poisson distribution, taken on logarithms for the ratios, and should be read as rough given the small numbers.
Results
Over the 205,500 person-years observed, the county recorded 64 deaths that met the case definition. Table 1 presents the main results.
Table 1. Alcohol-Induced Deaths Among County Residents Aged 45 to 64, 2018 to 2022
| Measure | Value | 95% CI |
|---|---|---|
| Age-adjusted rate, women 45 to 64 | 28.8 per 100,000 | 21.5 to 36.0 |
| Rate, women 45 to 54 (21 deaths) | 20.9 per 100,000 | Not calculated |
| Rate, women 55 to 64 (43 deaths) | 41.0 per 100,000 | Not calculated |
| Age-adjusted rate, men 45 to 64 | 62.7 per 100,000 | 51.7 to 73.7 |
| Rate ratio, men to women | 2.18 | 1.62 to 2.94 |
| Rate ratio, rural townships to urban core (crude) | 1.53 | 0.94 to 2.50 |
| Rate ratio, 2021 and 2022 to 2018 and 2019 (crude) | 1.75 | 0.98 to 3.12 |
| County to state, women 45 to 64 | 1.19 | County interval includes state rate |
Note. Composite county. Rates per 100,000 person-years, age adjusted to the 2000 US standard population.
By person, women in the older decade died at close to twice the pace of those in the younger one, and men outpaced women by a factor of just over two, which is a smaller gap than the 2.88 reported nationally for all ages (Karaye et al., 2023). By cause, liver disease coded K70 accounted for 49 deaths, or 77%, and F10 codes for alcohol dependence and related disorders for another 11. By place, rural women died at 39.7 per 100,000 person-years and women in town at 25.9, and the county figure sat above the state's 24.1, yet chance could explain either gap. By time, the crude figure climbed from 22.1 in the first two years to 38.6 in the last two, an increase whose interval only just reaches 1.
Discussion
The firm findings point prevention toward women in their late fifties and toward liver disease. The suggestive findings, a rural excess and a post-2020 rise, match national patterns and deserve monitoring, but five years of data in one county cannot confirm them. Several alternative explanations must be weighed. Undercounting is the most important: certifiers often omit alcohol from death certificates, and the degree varies widely between states (Castle et al., 2014), so the true rate is probably higher. If rural certifiers record alcohol less often than hospital physicians, the rural excess could be larger than observed; if rural deaths more often undergo coroner review with toxicology, it could be smaller. Part of the post-2020 increase might also be deaths that came sooner because liver care was postponed in 2020, which would not signal a durable shift. The rural comparison is also crude and could partly reflect an older rural population.
Prevention Plan
The plan acts at three levels. At the primary level, the health department would take this report to county and state officials, ask that the rural townships' outlet density be weighed whenever a new retail license is considered and back a state minimum unit price, drawing on a meta-analysis that estimated doubling alcohol taxes would lower alcohol-related mortality by about 35% (Wagenaar et al., 2010). At the secondary level, primary care practices would add AUDIT-C screening to annual visits, as recommended for all adults (US Preventive Services Task Force, 2018), and would order liver tests and a fibrosis score for women aged 45 and older who screen positive. At the tertiary level, a care coordinator would connect women who have both a drinking disorder and liver test abnormalities with medication, counseling and specialist liver care, addressing a national gap in which only 1.6% of adults with the disorder received medication in 2019 (Han et al., 2021).
Evaluation
The evaluation uses measures at three stages. Process measures track how many midlife women complete the AUDIT-C each year, rising from 22% now to 70%, and how many referrals end in a completed liver and counseling visit, aiming for 60%. Intermediate measures follow what happens after a positive screen, including counseling and liver testing, and how often medication is offered to women with a drinking disorder. The outcome measure is the age-adjusted alcohol-induced death rate, to be recalculated for 2027 through 2031 with the same case definition, standard population and methods. At roughly 13 deaths a year, a real one-fifth decline would be hard to detect for many years, so the early evaluation will rest on process and intermediate measures.
Limitations
The analysis has four main limitations. The counts are small, so intervals are wide and approximate. Death certificates undercount alcohol involvement. The narrow case definition leaves out deaths partly caused by alcohol, which are several times more numerous. And the rural and time comparisons are crude rather than age adjusted. None of these limitations reverses the main finding, but each argues for presenting the results as minimum estimates and for continued surveillance.
Recommendations
The county board of health should adopt four recommendations: publish alcohol-induced death rates for midlife women every year as a pooled five-year rate; fund screening and a care coordinator through the state substance use grant; review retail outlet density in the rural townships; and ask the medical examiner and hospitals to record alcohol involvement on death certificates whenever it is present.
Conclusion
The county's five-year, age-standardized figure of 28.8 alcohol-induced deaths per 100,000 person-years among midlife women was highest in the oldest decade and driven mainly by liver disease. Because the count is likely an undercount and the natural history allows intervention at several stages, a plan combining policy, screening and treatment, with measures set in advance, offers the best chance of reducing this preventable loss of life.
References
Castle, I.-J. P., Yi, H.-Y., Hingson, R. W., & White, A. M. (2014). State variation in underreporting of alcohol involvement on death certificates: Motor vehicle traffic crash fatalities as an example. Journal of Studies on Alcohol and Drugs, 75(2), 299-311. https://doi.org/10.15288/jsad.2014.75.299
Esser, M. B., Leung, G., Sherk, A., Bohm, M. K., Liu, Y., Lu, H., & Naimi, T. S. (2022). Estimated deaths attributable to excessive alcohol use among US adults aged 20 to 64 years, 2015 to 2019. JAMA Network Open, 5(11), Article e2239485. https://doi.org/10.1001/jamanetworkopen.2022.39485
Han, B., Jones, C. M., Einstein, E. B., Powell, P. A., & Compton, W. M. (2021). Use of medications for alcohol use disorder in the US: Results from the 2019 National Survey on Drug Use and Health. JAMA Psychiatry, 78(8), 922-924. https://doi.org/10.1001/jamapsychiatry.2021.1271
Karaye, I. M., Maleki, N., Hassan, N., & Yunusa, I. (2023). Trends in alcohol-related deaths by sex in the US, 1999-2020. JAMA Network Open, 6(7), Article e2326346. https://doi.org/10.1001/jamanetworkopen.2023.26346
Spencer, M. R., Curtin, S. C., & Garnett, M. F. (2022). Alcohol-induced death rates in the United States, 2019-2020 (NCHS Data Brief No. 448). National Center for Health Statistics. https://doi.org/10.15620/cdc:121795
US Preventive Services Task Force. (2018). Screening and behavioral counseling interventions to reduce unhealthy alcohol use in adolescents and adults: US Preventive Services Task Force recommendation statement. JAMA, 320(18), 1899-1909. https://doi.org/10.1001/jama.2018.16789
Wagenaar, A. C., Tobler, A. L., & Komro, K. A. (2010). Effects of alcohol tax and price policies on morbidity and mortality: A systematic review. American Journal of Public Health, 100(11), 2270-2278. https://doi.org/10.2105/AJPH.2009.186007
What the NUR 603 Module 9 instructions ask for
The NUR 603 final project usually asks for a full population health analysis that integrates the milestones: the problem and its significance, the population and case definition, data sources, methods, descriptive results by person, place and time, interpretation with alternative explanations, an intervention and evaluation plan, limitations and recommendations. Expect eight to twelve pages in APA 7 with tables. Revise each milestone using instructor feedback rather than pasting it in, keep the case definition and methods identical across sections and write the discussion around what the numbers can and cannot support, since the final project is graded on integration and judgment as much as on the calculations. Leave time for a full proofread.
How this NUR 603 Module 9 final project example is built
The sample analyzes alcohol-induced deaths among women aged 45 to 64 in a composite county over 2018 through 2022. It opens with national trends, restates the NCHS case definition and data sources and explains its methods, including person-years, direct age adjustment with the 2000 standard and log-scale intervals. A single results table reports the age-adjusted rate of 28.8 per 100,000, the men-to-women ratio of 2.18 and the rural, time and state comparisons, each with its interval. The discussion weighs undercounting, certification differences and pandemic effects. A three-level prevention plan, an evaluation paragraph with baselines and targets, specific limitations and four board recommendations close the report, and seven sources support it.
Where the NUR 603 Module 9 rubric puts the points
Scoring for the NUR 603 capstone analysis generally weighs the significance and background, the case definition and data, methodological soundness, accuracy and presentation of results, interpretation and discussion of bias, the intervention and evaluation plan, limitations and recommendations, and APA 7 scholarly writing. The top band usually goes to projects in which every number carries its population, period and source, uncertainty is reported and respected, alternative explanations are weighed with the likely direction of bias and the plan follows logically from the findings. Coherence across sections, with no drift in definitions or figures, is often scored on its own, and concrete recommendations to a named body earn credit for application.
NUR 603 Module 9 help: the mistakes that cost points
Final projects lose points when milestones are stapled together without revision, when figures in the results differ from those in earlier sections, when every difference is called significant regardless of its interval or when the prevention plan ignores the findings. A frequent weak spot is a generic limitations section. Keep one case definition and one set of numbers throughout, report intervals, weigh at least two specific alternative explanations, tie each intervention to a finding and close with recommendations a real decision-maker could act on. If your project examines a different outcome or population, send your three milestones and the final guidelines for a draft that integrates them into one consistent report.
Get NUR 603 Module 9 written to your instructions
Send your three milestones, the feedback on each and the final project guidelines. An integrated population health analysis with consistent figures, intervals, a weighed discussion of bias and a plan built from your findings can be ready in 24 to 48 hours, and the first project is free. The paper above is an original model document written by our desk, not a submitted student paper and not an official Southern New Hampshire University document.
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NUR 603 Module 9 questions, answered
Where can I find a free NUR 603 Module 9 Final Project sample?
This page contains the whole project: a population health analysis of alcohol-induced deaths among women aged 45 to 64 in a composite county, with results, discussion, a prevention plan and seven APA 7 references.
What sections belong in a population health analysis?
Background and significance, case definition and data sources, methods, results by person, place and time, discussion of bias and alternative explanations, an intervention and evaluation plan, limitations and recommendations.
How should uncertainty be reported in a county analysis?
Give confidence intervals for rates and rate ratios, pool years when counts are small and state plainly when an interval includes no difference, so suggestive findings are not presented as established.
Why are alcohol-induced death rates likely underestimates?
Death certificates often omit alcohol involvement, and the alcohol-induced definition excludes deaths partly caused by alcohol, such as crashes and many cancers, so the true burden is larger.
How long should the NUR 603 final project be?
Many versions run eight to twelve pages of body text in APA 7 with tables, but your guidelines and rubric set the actual length and required sections.