NR 562 Week 3 Unintended Consequence Analysis Example

Unintended Consequence Analysis: Three Stops Downstream of a Heart Failure Return Pathway, From the Decision Unit to Patient Financial Services to the Skilled Nursing Referral Desk

Student Name

College of Nursing, Chamberlain University

NR 562: Leadership and Management within Complex Healthcare Systems

Instructor Name

Month Day, Year

Unintended Consequence Analysis: Three Stops Downstream of a Heart Failure Return Pathway, From the Decision Unit to Patient Financial Services to the Skilled Nursing Referral Desk

The Intervention and Its Own Target

In July 2025 a 260-bed community hospital introduced a heart failure return pathway. Anyone discharged with heart failure who reappeared in the emergency department inside a month was assessed by the heart failure nurse practitioner, and stable patients were placed in the 14-bed clinical decision unit for diuresis under observation status rather than admitted. A transitional care nurse also called every heart failure patient 48 hours after discharge. The intervention hit its target. Heart failure readmissions within 30 days dropped from about 22% in fiscal year 2025 to just under 17% over the next six months. Transitional care interventions of this kind have evidence behind them; pooled trial results show fewer readmissions and deaths when patients receive home visits or attend a team-based clinic after discharge (Feltner et al., 2014). This analysis accepts the gain and follows what else the change touched.

Stop One: The Clinical Decision Unit

Owner: the emergency department nurse manager, who staffs the decision unit. What arrived: heart failure patients staying about 20 hours each, in a unit designed for chest pain and syncope patients who stay 8 to 12 hours. Figure: weekday occupancy rose from about 70% in June to about 95% by September 2025, and boarding hours for patients waiting for a decision unit bed rose from roughly 40 a week to more than 100 by October. Date: September 2025, two months after launch.

The staff response is informative. Decision unit nurses began asking the cardiac step-down unit to take heart failure patients who passed the 24-hour mark, a request that appeared on no protocol. This workaround was not a failure of compliance. It showed that the unit's staffing model, built for fast turnover, could not absorb longer stays, and that the nurses had found the only route that relieved the pressure. Waiting in the emergency department is not harmless: in one large analysis, patients who boarded longest died in hospital more often (Singer et al., 2011).

Stop Two: Patient Financial Services

Owner: the director of patient financial services. What arrived: calls from heart failure patients and families who had expected an inpatient stay and received outpatient bills, with coinsurance on each service and separate charges for self-administered medications. Figure: the financial counseling team logged 37 heart failure observation billing complaints between November 2025 and January 2026, against two in the same months a year earlier. Date: November 2025, four months after launch.

The rise in observation stays nationally has raised exactly these concerns, because observation patients are classified as outpatients and face different cost sharing (Feng et al., 2012). The counselors' workaround was to call patients before discharge from the decision unit to explain the bill. That added about 15 minutes per patient to a team whose staffing had not changed.

Stop Three: The Skilled Nursing Referral Desk

Owner: the case management director. What arrived: older patients who needed short-term rehabilitation after a decline in function during their stay, but whose observation hours did not count toward the three inpatient days that traditional Medicare requires before covering skilled nursing facility care. Figure: case managers identified 11 patients from October to December 2025 who were discharged home with home health instead of the facility care their team had recommended, or who paid privately. Date: December 2025, when the case management director raised it at the throughput committee, five months after launch.

The workaround here was hidden. Some physicians, aware of the rule, began requesting inpatient admission for frail returning patients regardless of the pathway, which partly reversed the readmission gain for the group most likely to need it.

A Possible Fourth Stop, Not Yet Confirmed

A fourth stop may be forming in the outpatient heart failure clinic. The clinic keeps two new-patient slots a day, and decision unit discharges now produce follow-up referrals at a faster rate than inpatient discharges did, because the unit discharges at all hours. The clinic manager reports that the wait for a first visit has lengthened from about five days to about eight since the autumn, but the clinic has not yet separated pathway referrals from other referrals in its scheduling data. Until it does, this stop remains a hypothesis rather than a finding. It is worth naming because early follow-up is one of the parts of transitional care with the strongest link to fewer returns (Feltner et al., 2014). If the wait is lengthening because of the pathway, the change is slowly undermining the follow-up that keeps patients from coming back at all, which would connect this analysis to the measurement problem examined next week.

Why Nobody Connected the Stops

The three effects surfaced in three different meetings over five months. The readmission result went to the quality committee. Boarding went to the emergency department operations meeting. Billing complaints went to revenue cycle, and the skilled nursing problem went to case management. Performance measures in health care often produce effects that appear far from where the measure is reported, which makes them hard to attribute (Mannion & Braithwaite, 2012).

What the Change Shifted Rather Than Removed

Some of the cost did not disappear; it moved. Inpatient bed days for heart failure fell, but observation hours and emergency department boarding hours rose. The hospital avoided readmission penalties but absorbed staff time in financial counseling and case management. Patients paid more in some cases and lost access to a benefit in others. The national picture is consistent with this pattern: readmissions for targeted conditions fell while observation stays after discharge rose, although the hospitals that grew observation the most were not, on average, the ones whose readmissions dropped the most (Zuckerman et al., 2016).

What Should Have Gone Alongside It

The pathway should stay. Its benefits for stable patients are real. What it lacked were three companion arrangements. First, a separate space for heart failure diuresis, so that 20-hour stays did not compete with 8-hour stays for the same beds. Second, a script and a financial counselor contact built into the pathway, so that patients knew their status and their likely costs before they agreed. Third, a frailty screen at the point of placement, routing patients likely to need skilled nursing care to inpatient admission when criteria are met, with the readmission cost accepted openly for that group. Each addition keeps the original gain and addresses one of the stops.

References

Feltner, C., Jones, C. D., Cené, C. W., Zheng, Z.-J., Sueta, C. A., Coker-Schwimmer, E. J., Arvanitis, M., Lohr, K. N., Middleton, J. C., & Jonas, D. E. (2014). Transitional care interventions to prevent readmissions for persons with heart failure: A systematic review and meta-analysis. Annals of Internal Medicine, 160(11), 774-784. https://doi.org/10.7326/M14-0083

Feng, Z., Wright, B., & Mor, V. (2012). Sharp rise in Medicare enrollees being held in hospitals for observation raises concerns about causes and consequences. Health Affairs, 31(6), 1251-1259. https://doi.org/10.1377/hlthaff.2012.0129

Mannion, R., & Braithwaite, J. (2012). Unintended consequences of performance measurement in healthcare: 20 salutary lessons from the English National Health Service. Internal Medicine Journal, 42(5), 569-574. https://doi.org/10.1111/j.1445-5994.2012.02766.x

Singer, A. J., Thode, H. C., Jr., Viccellio, P., & Pines, J. M. (2011). The association between length of emergency department boarding and mortality. Academic Emergency Medicine, 18(12), 1324-1329. https://doi.org/10.1111/j.1553-2712.2011.01236.x

Zuckerman, R. B., Sheingold, S. H., Orav, E. J., Ruhter, J., & Epstein, A. M. (2016). Readmissions, observation, and the Hospital Readmissions Reduction Program. New England Journal of Medicine, 374(16), 1543-1551. https://doi.org/10.1056/NEJMsa1513024