Healthcare Analytics: Cancer Center Service Line

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Cancer Center Service Line



About Healthcare Analytics Planning for the future is more complicated than ever for healthcare organizations. Exploring the impact upon the physical plant due to demand fluctuations, mergers and acquisitions, market conditions and consumer demands requires skillful vetting and interpretation of pertinent data. The understanding of the population demographics, utilization factors, catchment characteristics, trends within specific modalities and migration opportunities are critical to right sizing so that accurate translation of program needs and capital outlays can be evaluated.


Example Study - Cancer Center Cancer Case Load Projections for Denver, CO The IKM Healthcare Analytics group has developed a new process to assist healthcare organizations to better understand and plan for future population growth and disease progression. Through this process, the team is developing strategies for new facility expansion that can manage and sustain current and anticipated healthcare trends. In this example, the team analyzed the Denver, CO market to study population growth and projected cancer diagnosis rates utilizing data from our partners at the Healthcare Advisory Board to better understand the projected need for cancer care in Denver, CO over the next five and ten years. Our team found that in the next ten years there will be an increase in demand of 13.50%. This presents an opportunity for local healthcare organizations to begin strategizing for facility expansion and increased market share.


Oncology Service Line 10 Year Forecast Service Line

2020 Volume Estimate

2025 Volume Forecast

2030 Volume Forecast

5 Year Growth

10 Year Growth

130,101

141,484

158,709

8.7%

22.0%

5

12

27

131.0%

423.1%

Chemotherapy

47,903

53,190

60,038

11.0%

25.3%

Radiation Therapy

82,192

88,282

98,644

7.4%

20.0%

Oncology

Adoptive Cell Transfer


Cancer Center Program Study Case Load Projection Scenarios The Healthcare Analytics team studied a Denver, CO healthcare organization and its growth potential in the cancer care space. Assuming the local healthcare organization’s current market penetration is roughly 2%, the team theorized market growth rates of 3% and 5% by way of mergers and acquisitions, organic facility growth, and migration of cancer patients to the healthcare organization. This helped establish three scenarios in which future case loads could be projected. With this data set, the team looked at pushing the study forward with cases projected for 2025 in each of the three scenarios.

Base Info

50 Mile Radius of Denver, CO FY

Catchment

Total Outpatient

Area Cases

Cases

2020

19,774

355

2025

20,262

2030

22,445

Market Share

Potential Acquisition “A” Cases

Potential Acquisition “B” Cases

(Assuming 3% Market Share)

(Assuming 5% Market Share)

1.8%

593

989

365

1.8%

608

1,013

404

1.8%

673

1,122


SCEN ARIO SCEN ARIO SCEN ARIO

1 2 3

FY

Total Cases

Migration of 10% of

Total

Hospital + “A”

Catchment Balance

Scenario 1

2020

948

1,883

2,831

2025

973

1,929

2,902

2030

1,077

2,137

3,214

FY

Total Cases

Migration of 10% of

Total

Hospital + “B”

Catchment Balance

Scenario 2

2020

1,344

1,843

3,187

2025

1,378

1,888

3,266

2030

1,526

2,092

3,618

FY

Total Cases

Migration of 10% of

Total

Hospital + “A & B”

Catchment Balance

Scenario 3

2020

1,937

1,784

3,721

2025

1,986

1,828

3,813

2030

2,200

2,025

4,224


Cancer Center Infusion Bay Scenario Study With the total number of cases projected for 2025, the Healthcare Analytics team looked to understand the total number of infusion bays needed to address the cases. We factored the total number of operational days per year, utilization ratio, and average infusion time to establish both the number of cases per day and corresponding infusion bays needed. The infusion bay count is a critical factor and must be validated to establish the full facility program.

Cancer Center Program Study Primary Activity Space Calculation

480 250 Operational Days

240 Average Infusion Time (Incl Med Prep & Turnover)

Available Infusion Bay Minutes Required

80% Utilization *Graphics Apply to all 3 Scenarios


Scenario 1

Scenario 2

Scenario 3

Designed Case Load:

Designed Case Load:

Designed Case Load:

2,902

3,266

3,813

*One Dot Per 100 Cases

*One Dot Per 100 Cases

*One Dot Per 100 Cases

Cases Per Day:

Cases Per Day:

Cases Per Day:

15

16

19

*One Dot Per 2 Days

Infusion Bays Needed: 7.25 *One Dot Per 1 Bay

*One Dot Per 2 Days

*One Dot Per 2 Days

Infusion Bays Needed:

Infusion Bays Needed:

8.17

9.53

*One Dot Per 1 Bay

*One Dot Per 1 Bay


To help validate the number of infusion bays, the team developed a simulation study. This study analyzes a full treatment day against the number of infusion bays and hours required in each bay per case. Through this study, the team discovered there could be unanticipated outliers day to day that would require the number of bays to increase to meet the necessary demand. In Scenario 1, for example, the number of bays would need to increase by 4 to a total of 12 to meet the demand of outliers throughout the day.


Infusion Bay Simulation Analysis Scenario 1: 7.25 Bays Rounded to 8

4 Outliers Result in 12 Total Bays

Daily Work Hours Time in Infusion Bays Case #

1

2

3

4

5

6

7

8

9

10

1 2

Outlier 1

3 4

Outlier 2

5 6

Outlier 3

7 8 9 10 11 12 13 14 15 16

Outlier 4


Space Program Total Patient Load (Infusion Bays)

Program Element

and meets all requirements dictated by local and national code, and the Healthcare Facility Guidelines.

Infusion Area

detailed space program of net square footage can be developed. With the infusion bay count established, the team can begin developing a facility program. This program includes all clinical, public, staff, and support spaces necessary for a fully functional outpatient cancer center,

The program also includes both a departmental gross square footage factor and a building gross square footage factor. The departmental factor takes into consideration square footage associated with circulation and wall thickness within the departments, as well as stairs, elevators, and shafts. The building factor modifies the departmental factor by adding the exterior wall thickness. While this facility program is established based on prototypical requirements, understanding a facility’s true programming demands requires collaboration between the healthcare planners, facility managers, administration, and staff to be truly effective and function as intended.

Net SQ/FT

Total

Notes

Public Areas Entry/Lobby Waiting Reception / Check In Interview Areas Check Out Front Desk Family Consult Center Administrator Misc Center Offices Meeting Room Center Administration Storage Public Toilet Rooms Subtotal NSF

The primary activity spaces are the building blocks off of which a

Number

Infusion Bays Private Infusion Bay Private Infusion Tlts Exam / Triage POS Exam / Triage Patient Education Consult Family Lounge Nurse Station Staff Workroom Nurse Office Physician Office Med Storage Nourish Clean Utility / Linens Soiled Utility Recliner / Stretcher Storage Storage Housekeeping Patient Toilet Rooms Patient Lockers Subtotal NSF

1 1 2 3 2 1 3 1 3 1 1 2

300 750 120 60 40 200 120 120 100 180 100 200

300 750 240 180 80 200 360 120 300 180 100 400 2,910

10 2 2 3 1 1 1 1 2 1 2 3 1 1 1 1 1 1 1 4 60

80 100 60 100 120 150 120 150 200 200 120 120 100 100 150 100 120 200 60 60 2

800 200 120 300 120 150 120 150 400 200 240 360 100 100 150 100 120 200 60 240 120 4350

Seating for 30


Program Element

Number

Net SQ/FT

Total

Radiation Therapy Area Linear Accelerator LA Control LA Storage CT Scan CT Control CT Equipment CT Storage Exam POS Exam Men Subwaiting Women Subwaiting Dressing Rooms Patient Toilet Holding Bay Nurse Station Nurse Office Physician Office Med Storage Clean Utility / Linen Soiled Utility / Linen Equipment Storage Housekeeping Subtotal Endoscopy

Program Element

Number

Net SQ/FT

Total

Notes

Staff Support 1 1 1 1 1 1 1 5 1 1 1 4 4 2 1 2 2 1 1 1 1 1

800 250 100 400 150 100 100 100 120 100 100 80 60 80 200 120 120 100 150 150 150 60

800 250 100 400 150 100 100 500 120 100 100 320 240 160 200 240 240 100 150 150 150 60 4,730

Changing Rooms Staff Toilet Breakroom Subtotal Clinical Staff Support

1 2 1 1 1 1 1

500 150 200 200 150 120 150

500 300 200 200 150 120 150 1,620

Utility Support

Pharmacy Pharmacy Ante Room Negative Hood Positive Hood Hazard Holding Pharm Office Lab Subtotal Pharmacy

Notes

2 3 1

50 60 200

100 180 200 480

1 1 1 1 1 1 1 1 1 1

150 80 400 120 120 100 100 80 120 60

150 80 400 120 120 100 100 80 120 60 1,330

1 1 1 1

200 200 150 150

200 200 150 150 670

1 1 1 1 1 1 1

80 120 150 200 0 300 0

80 120 150 200 0 300 0 850

Material Management Receiving Area Receiving Clerk Bulk Storage Clean Linen Storage Soiled Linen Holding Trash Holding Hazardous Holding Recycle Holding Office Staff Toilets Subtotal NSF

Share with EVS

Environmental Serv. Bulk Storage Equipment Storage Employee Breakroom / Lockers Office Subtotal NSF

Water Service Entry Hot Water Heaters / Pumps IT Servers Electrical Transformers Emergency Generator Electrical Switchgear Air Handling Units Subtotal NSF Subtotal Net Square Footage

16,940

Departmental Grossing Factor

0.4

6,776

Building Grossing Factor

0.1

2,372

Total Gross Square Footage

26,088

On Roof


Determining Probable Cost Finally, the team studied the projected cost of a new facility utilizing the established program and local market conditions. Based on the input from the study, the team is able to determine a construction unit price per square foot. This unit price helps to determine design fee, FFE estimates (including major equipment purchases), contingency, and a total projected project cost. With this projected cost in mind, healthcare institutions can not only begin analyzing strategies for future development, expansion, and growth for specific modalities to better serve their location population, but also study operating expenses and revenue projections to develop an ROI and determine the viability of a future project.

Cancer Center Program Study Opinion of Probable Costs Project

Description

SF Size

Construction

New

Unit Price SF

Construction

Site Work Shell Construction

Design

FFE

10%

Total Project

and FFE

Contingency

Costs

Category

Cost

$350,00

L

$22,750

$372,750

$37,275

$410,025

$282,509

$4,628,795

$462,880

$5,091,675

26,088

$167

$4,356,696

L

Category

Total with Fees

Cost

Major Departmental Fit Outs 1

Public/Staff Areas

8,947

$132

$1,176,826

M

$94,146

M

$264,786

$1,535,757

$153,576

$1,689,333

2

Clinical Areas

10,996

$373

$4,097,621

H

$389,274

H

$5,184,167

$9,671,063

$967,106

$10,638,169

3

Mechanical & Building

6,145

$88

$538,788

L

$35,021

L

$53,879

$627,688

$62,769

$690,456

Support Miscellaneous Contingency

$325,000

(Other Potential Owner Costs) Total Cost Per SF Excludes Costs Associated with: Land Acquisition Hazardous Material

Means 2019 Avg PGH $4.06 DEN $3.56

Financing 87.68%

$10,519,930

$823,700

$5,502,832

$16,836,053

$1,683,605

$18,844,658

$403

$32

$211

$645

$65

$722

Lin Est Cost CT Scan Est Cost

3,000,000 750,000

Estimated Percentages of Construction Design Fees FFE H 0.095 0.35 L 0.065 0.1 M

0.08

0.225



www.ikmhealthcareanalytics.com


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