Abstract
Background
Acute care surgery (ACS) diagnoses including appendicitis comprise 20% of inpatient admissions in the U.S. and 25% of hospital costs. To inform cost reduction efforts, we sought to measure variability in hospital costs for short stay emergent laparoscopic appendectomy.
Methods
VIZIENT Clinical Data Base was queried for adult and pediatric patients who underwent emergent laparoscopic appendectomy for appendicitis with length of stay ≤3 days. We extracted calendar FY 2019 direct costs (DC) by age group and diagnosis code for sites reporting at least 5 cases. Costs in the database are derived from actual charges multiplied by a site- and cost center-specific cost-to-charge ratio. Labor portions are scaled by the area wage index. Sites were ranked by vigintile of DC per case to provide confidentiality and blinding.
Results
In a total of 128 hospitals, median number of cases per site was 35.5 (Interquartile range (IQR) 20–65) with a total of 6585 cases analyzed. Highest cost centers by descending order were OR, Medical/Surgical Supplies, Routine Floor Care, Pharmacy, Emergency Room, Anesthesia, Laboratory, and CT scans, with all others each less than 2% of total costs. The relation between OR costs and total costs was strong but not complete. Mean DC per case was $4609. DC did not correlate with age, diagnosis code, or case volume per site.
Conclusions
Wide variation in cost of laparoscopic appendectomy among medical centers suggests potential for significant cost reduction. Strategic opportunities in cost reduction appear to lie inside and outside the OR.
Key message
Wide variation in cost of laparoscopic appendectomy and individual cost centers suggest a multi-pronged cost-reduction strategy should be used.
Keywords: VIZIENT, Outpatient, Value, Appendicitis
Introduction
The rising cost of healthcare in the United States is a concern for both patients and providers. In 2020, 19.7% of the United States' Gross Domestic Product was comprised of health care spending, and rates only continue to increase [1]. In 2016, the United States spent nearly twice as much per citizen on healthcare as other developed countries [2]. Despite rising costs, US healthcare utilization rates are similar to other nations [2]. Greater healthcare spending in the US may be driven by differences in administrative, pharmaceutical, and labor/goods costs between countries [2].
Many analyses of healthcare cost and finance report charges or payments, rather than actual costs. In a study investigating cost of operating room (OR) time, authors reported difficulty in finding standardized estimates for OR costs, with previous reports only using hospital charges [3]. Macario et al. reported little success in assessing areas of intervention using hospital charges due to various confounding variables. In order to effectively reduce healthcare costs, hospitals and providers must focus more on true costs. As costs become quantifiable, providers and hospitals can execute informed cost reduction strategies.
Acute care surgery (ACS) is a discipline that is well-suited to such a strategy. ACS comprises a large healthcare footprint including emergency general surgery, trauma surgery, and critical care surgery. ACS diagnoses make up 20% of all inpatient admissions and 25% of hospital costs in the U.S. [4] By virtue of their trauma training and practice in trauma centers, acute care surgeons are accustomed to a systems-based approach to care, deploying treatment algorithms consistently and systematically across patient populations. Acute care surgeons are thus positioned to develop and carry out cost reduction measures that could have significant impact on U.S. healthcare. For example, acute care surgeons initially reported that by discharging appendectomy patients directly from the recovery room rather than after a short observation stay, hospitals can reduce costs by over $1000 per case [5]. Extrapolated to the entire United States, one author estimated that nationwide adoption of outpatient appendectomy could result in annual healthcare savings of $921,500,000 [6].
In order to reduce healthcare costs, the US must reduce variation. Using the National Inpatient Sample, Zogg et al., identified wide variation in total hospital costs for appendectomy in the United States [7]. Based on previous evidence from Papanicolas et al., cost differences are likely related to specific high cost “centers” or services within each hospital [1]. Our objective in the current study was to identify variation in total hospital costs specifically for straightforward emergent laparoscopic appendectomy. We chose this population because most patients with straightforward appendicitis can be managed with an outpatient or fast-track pathway, avoiding use of an inpatient bed and associated cost. Furthermore, our goal was to attribute variation to specific cost centers. Cost savings strategies could be more accurately targeted once highly variable groups have been identified.
Methods
Data were obtained from VIZIENT and their use in publication has been approved in writing. The data from this study were de-identified and publicly available to participants by the VIZIENT network. This study does not meet the definition of human subjects research and therefore institutional review board review was not needed. Data were obtained for patients treated from July 1, 2018, to June 30, 2019. No data presented was linkable to any institution or group of institutions. This study examines total hospital costs for patients of all ages with procedure code 44970 (laparoscopy, surgical, appendectomy). Other costs including out of pocket expenses for patients and indirect costs to payers were not a part of this analysis. Total costs were then subdivided into individual cost centers. Relevant centers include OR costs, laboratory, anesthesia, CT imaging, emergency room, pharmacy, routine floor care, and medical/surgical supplies. Medical/surgical supplies are a cost term specific to VIZIENT that encompasses costs not included elsewhere. These costs specifically include items like surgical instruments not included in the category OR costs and pharmaceuticals.
The objective of this analysis was to describe variation in costs for straightforward appendicitis. Only cases with length of stay less than or equal to three days were eligible for analysis to account for variation in post-operative care. Direct costs were extracted from the database for hospitals reporting at least 5 cases or more. Costs were scaled by the area wage index (AWI) provided from the VIZIENT site. These costs were grouped by both age group and diagnosis code. VIZIENT calculates direct costs by multiplying actual charges for a cost center and medical site by that cost center/site's specific cost-to-charge ratio.
Descriptive data is reported as median (interquartile range or range) or mean (standard deviation) depending on the distribution. Relationships between continuous variables were assessed using Spearman's rho non-parametric correlation. All statistical calculations were performed using SPSS version 25 (IBM Corp, Armonk, NY).
Results
Data from 128 hospitals were included in this study. The total number of laparoscopic appendectomy cases meeting criteria performed was 6585, with a median number of 35.5 (IQR 20–65) cases per site. The average number of appendectomies performed by site was 51 (SD 48, Table 1). The median direct costs per case was $4609 (SD 1347, Fig. 1). Direct costs ranged from $1755 to $10,198. Direct costs did not correlate to variables of age, diagnosis code, or volume of cases performed by site.
Table 1.
Characteristics of facilities.
| Characteristic | Mean | Standard deviation | Range |
|---|---|---|---|
| No. of facilities reporting | 128 | ||
| Percent total hospital admissions requiring Intensive Care Unit (ICU) | 17% | 9% | 0%–60% |
| Yearly total inpatient discharges | 32,824 | 16,087 | 8114–127,713 |
| No. acute care beds (n = 123) | 642 | 310 | 40–2124 |
| Medicare case mix index | 2.1 | .3 | 1.1–2.9 |
| No. of appendectomies per facility | 51 | 48 | 6–254 |
| Total direct costs per case | $4847 | $1347 | $1755–$10,198 |
| Percent pediatric [<18 years old.] | 19.4% | 26.2% | 0%–100% |
| Percent Appy's with localized peritonitis or abscess in Dx code | 41.9% | 17.4% | 7.1%–85.7% |
| n | % | ||
| Trauma center level | |||
| Level 1 | 83 | 65% | |
| Level 2 | 14 | 11% | |
| Level 3 or 4 | 2 | 2% | |
| Unknown/not designated | 29 | 22% |
Fig. 1.
Hospital vigintiles of direct costs per case for emergent short-stay laparoscopic appendectomy (6585 cases performed at 128 hospitals).
OR costs had the largest charge-based contribution among all cost centers analyzed (27.6%), followed by medical/surgical supplies, routine floor care, pharmacy, emergency room, anesthesia, laboratory, and CT scans (Fig. 2). All other cost centers included in the analysis compromised less than 2% of total costs respectively. The top two cost centers, OR and medical/surgical supplies, also produced the most variability. A strong yet incomplete relationship was apparent between OR costs (median 1198, range 206–3302) and total costs (rho = .68, p < .001, Fig. 3). Proportion of supply costs was significantly lower in low-cost sites versus high costs sites where floor and ED were significantly higher (p < .05, Fig. 4).
Fig. 2.
Contributions of specific cost centers to direct costs (n = 6585, 128 centers).
Fig. 3.
The relationship between OR costs and total costs.
Fig. 4.
Specific contributions of total direct costs by cost center.
Facilities included in this analysis were large, reporting an average of 32,824 yearly inpatient discharges (SD = 16,087), with 17% of all admissions requiring ICU. The mean case mix index for all patients at these centers was 2.1. Adult and pediatric patients with appendicitis were included, with the mean of 19.4% pediatric cases (SD = 26.2). A high percentage of appendectomies at 41.9% had localized peritonitis or abscess as indicated by diagnostic code (SD = 17.4%). 65% of centers included are Level 1 trauma centers, with a small percentage being Level 2 and Level 3, and 22% of sites being undesignated with respect to trauma.
Discussion
The median total direct hospital cost of laparoscopic appendectomy in this analysis was $4609 but varied widely with a greater than three-fold difference between the lowest and highest vigintiles. Standard deviation within vigintiles was relatively low, but at the extremes the variability was larger. Only appendicitis cases that underwent surgery were used for this analysis, all the procedures were laparoscopic, and we excluded cases that exceeded three days. These exclusion criteria were intended to create a relatively homogeneous population of relatively straightforward appendicitis cases generally treated in the same way.
OR costs had the largest single contribution to total direct costs of the individual centers included in this study. OR costs are comprised of salaries, supplies, maintenance and cleaning, and includes preoperative, holding and recovery room care. These costs have been measured and reported previously as a per-minute cost. In a study from California conducted using data from public and private hospitals, authors reported an average cost per minute of OR time as $37.45 [8]. Cost of OR staff alone may be at least $10 per minute [9]. Median OR cost in the present study is consistent with those previously reported. Some contributors to OR cost are not modifiable. Collins et al. reported that appendicitis severity correlated with operative duration and total cost [10]. Training environments are also likely to be associated with greater operative times [11]. One opportunity to significantly reduce operative costs is instrument choice and supplies such as gloves, sutures and other equipment [8]. For example, the use of reusable instruments can significantly reduce costs without increasing operative duration [12].
The next two highest cost centers, medical/surgical supplies and routine floor care, comprise roughly the same percentage of total direct costs. The authors acknowledge that the category “medical/surgical supplies” is specific to VIZIENT and costs included here may be attributed to other categories in other studies or analyses. Large variation in supply costs have been reported in multiple studies. Malholtra et al. reported a supply cost range of $650 to $1067 per case, without reported differences in operative duration [13]. Medical/surgical supply costs will also vary according to contract pricing and utilization between centers. In our study, medical/surgical supplies as a percentage of total costs were considerably lower in low-cost hospitals vs high-cost hospitals. Hospitals with low costs in this category may need to focus on length of stay and bed cost, or other supplies as additional opportunities. Routine floor care costs are largely attributed to use of the hospital bed and nursing staff. Significant cost savings of $1000 per case can be realized by discharging patients from post-anesthesia care [5].
Pharmacy costs are relatively low compared to other cost centers analyzed but are not insignificant. At approximately $398 per case, cost saving strategies related to pharmaceuticals could include contract pricing, minimal acceptable duration of therapy, and least expensive acceptable alternative. Through rigorous scientific investigation and systems-based care, surgeons can clearly reduce therapy duration. For example, in complex acute appendicitis with intra-abdominal infection, the current recommended treatment duration has been decreased to four days of broad-spectrum antimicrobials [14]. Currently a Dutch trial is investigating whether two days of broad-spectrum antimicrobials result in similar outcomes to five days of the same regimen [15]. In our study of straightforward appendicitis, antimicrobial therapy is not indicated post-operatively in most patients. Another source of modifiable pharmacy cost is analgesics, particularly IV opioids. Approximately half of appendectomy patients can be managed without any opioids at all including IV opioids [16]. Emergency department, anesthesia and laboratory cost variation was relatively low across the 128 medical centers in this analysis.
The current study examined only total direct costs as they pertain to laparoscopic appendectomy. Indirect costs including facilities maintenance and other non-revenue centers are largely outside the realm of control of clinicians. These are not likely to change based on clinician efficiency, variable supply utilization or operating time and thus are not high value targets for cost-reduction efforts.
This study has several limitations. Costs in this study are calculated by use of a cost-to-charge ratio. Greater precision in measuring and reporting cost data will be necessary for surgeons to implement the most effective cost-reduction measures. Data were obtained from a consortium of various types of centers but is not necessarily reflective of every hospital. Centers were grouped into vigintiles for the purpose of an anonymization which slightly limits detail in the graphical representation. Large variability exists in the number of appendectomies performed at each facility, with a minimum of 6 cases ranging to a maximum of 254 cases per site. Cost variation may be related in part to sample size. Low sample size may be attributed to how VIZIENT categorizes cases. Sample cases provided might have been those technically characterized as inpatients. Nonetheless, cost data should be accurate and relative differences are still relevant. Though the cost centers provide greater specificity than just total costs, they are still broad categories and specific line items will be needed to track cost reduction precisely. This study did not distinguish pediatric and adult populations. Though this is a limitation with respect to determining in which population cost variation lies, the analysis was intended to be broadly applicable and pragmatic.
Benchmarked financial performance as reported in this study permits high outlying centers to initiate cost reduction strategies and low outlying centers to share their expertise. Though total costs are informative, analyzing specific cost centers permits focused quality improvement. Evidence shown here suggests that a multi-pronged approach at cost-reduction may be warranted in laparoscopic appendectomy focusing on costs inside and outside the OR.
CRediT authorship contribution statement
Elise Rogers designed the study, collected the data, analyzed the data, and wrote the article. Daniel Davenport designed the study, analyzed the data, and edited the article.
Julie Parrish designed the study, collected the data, and analyzed the article.
Andrew Bernard designed the study, analyzed the data, edited the article, and supervised the project.
Funding sources
None.
Ethics approval
This study does not meet the definition of human subject research; and therefore institutional review board review was not required.
Declaration of competing interest
None.
Contributor Information
Elise Bernard Rogers, Email: ellie.bernard@uky.edu.
Daniel L. Davenport, Email: Daniel.davenport@uky.edu.
Julie Parrish, Email: Julie.stover@uky.edu.
Andrew Coleman Bernard, Email: Andrew.bernard@uky.edu.
References
- 1.NHE fact sheet. CMS. December 15, 2021. https://www.cms.gov/Research-Statistics-Data-and-Systems/Statistics-Trends-and-Reports/NationalHealthExpendData/NHE-Fact-Sheet Cms.Gov. Retrieved January 2, 2022, from.
- 2.Papanicolas I., Woskie L.R., Jha A.K. Health care spending in the United States and other high-income countries. JAMA. 2018;319(10):1024–1039. doi: 10.1001/jama.2018.1150. [DOI] [PubMed] [Google Scholar]
- 3.Macario A. What does one minute of operating room time cost? J Clin Anesth. 2010;22(4):233–236. doi: 10.1016/j.jclinane.2010.02.003. [DOI] [PubMed] [Google Scholar]
- 4.Knowlton L.M., Minei J., Tennakoon L., Davis K.A., Doucet J., Bernard A., et al. The economic footprint of acute care surgery in the United States: implications for systems development. J Trauma Acute Care Surg. Apr 2019;86(4):609–616. doi: 10.1097/TA.0000000000002181. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Bernard E.T., Davenport D.L., Collins C.M., Benton B.A., Bernard A.C. Time is money: quantifying savings in outpatient appendectomy. Trauma Surg Acute Care Open. Dec 30, 2018;3(1) doi: 10.1136/tsaco-2018-000222. 30687784 eCollection 2018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Frazee R.C., Abernathy S.W., Davis M., et al. Outpatient laparoscopic appendectomy should be the standard of care for uncomplicated appendicitis. J Trauma Acute Care Surg. 2014;76:79–82. doi: 10.1097/TA.0b013e3182ab0d42. [discussion 82–83] [DOI] [PubMed] [Google Scholar]
- 7.Zogg C.K., Bernard A.C., Hirji S.A., Minei J.P., Staudenmayer K.L., Davis K.A. Benchmarking the value of care: variability in hospital costs for common operations and its association with procedural volume. J Trauma Acute Care Surg. May 2020;88(5):619–628. doi: 10.1097/TA.0000000000002611. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Childers C.P., Maggard-Gibbons M. Understanding costs of care in the operating room. JAMA Surg. Apr 18, 2018;153(4) doi: 10.1001/jamasurg.2017.6233. [Epub 2018 Apr 18] [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Chatterjee A., Payette M.J., Demas C.P., Finlayson S.R. Opportunity cost: a systematic application to surgery. Surgery. 2009;146(1):18–22. doi: 10.1016/j.surg.2009.03.027. [DOI] [PubMed] [Google Scholar]
- 10.Collins C.M., Davenport D.L., Talley C.L., Bernard A.C. Appendicitis grade, operative duration, and hospital cost. J Am Coll Surg. 2018;226(4):578–583. doi: 10.1016/j.jamcollsurg.2017.12.046. [Epub 2018 Jan 31] [DOI] [PubMed] [Google Scholar]
- 11.Clark J.C., Simon P., Clark R.E., Christmas K.N., Allert J.W., Streit J.J., et al. The influence of patient- and surgeon-specific factors on operative duration and early postoperative outcomes in shoulder arthroplasty. J Shoulder Elbow Surg. Jun 2017;26(6):1011–1016. doi: 10.1016/j.jse.2016.10.025. [Epub 2017 Jan 27] [DOI] [PubMed] [Google Scholar]
- 12.Pontarelli E.M., Grinberg G.G., Isaacs R.S., Morris J.P., Ajayi O., Yenumula P.R. Regional cost analysis for laparoscopic cholecystectomy. Surg Endosc. Jul 2019;33(7):2339–2344. doi: 10.1007/s00464-018-6526-0. [Epub 2018 Nov 28] [DOI] [PubMed] [Google Scholar]
- 13.Malhotra L., Pontarelli E.M., Grinberg G.G., et al. Cost analysis of laparoscopic appendectomy in a large integrated healthcare system. Surg Endosc. 2022;36:800–807. doi: 10.1007/s00464-020-08266-0. [DOI] [PubMed] [Google Scholar]
- 14.Sawyer R.G., Claridge J.A., Nathens A.B., Rotstein O.D., Duane T.M., Evans H.L., et al. Trial of short-course antimicrobial therapy for intraabdominal infection. N Engl J Med. May 21, 2015;372(21):1996–2005. doi: 10.1056/NEJMoa1411162. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.van den Boom A.L., de Wijkerslooth E.M.L., van Rosmalen J., Beverdam F.H., Boerma E.G., Boermeester M.A., et al. Two versus five days of antibiotics after appendectomy for complex acute appendicitis (APPIC): study protocol for a randomized controlled trial. Trials. May 2, 2018;19(1):263. doi: 10.1186/s13063-018-2629-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Sim V., Hawkins S., Gave A.A., Bulanov A., Elabbasy F., Khoury L., et al. How low can you go: Achieving postoperative outpatient pain control without opioids. J Trauma Acute Care Surg. July 2019;87(1):100–103. doi: 10.1097/TA.0000000000002295. [DOI] [PubMed] [Google Scholar]




