This document summarizes a presentation given by Ken Lim on the perioperative supply chain optimization project at Torrance Memorial Medical Center. The project aimed to clean up and synchronize the item master between their EHR (Cerner) and financial system (Lawson) to improve surgical supply availability and accuracy of case costing. Key outcomes included cleaning over 7,000 outdated items in Cerner, reducing duplicate procedures, and standardizing preference cards to reduce daily reconciliation by nurses. Challenges included estimating project timelines and coordinating resources across departments. The project helped improve end-user satisfaction through more available supplies and easier item searching.
This is a deck I presented at SharePoint Saturday Chicago Suburbs, on March 19, 2016. I explain the roles that an Office 365 Administrator is expected to play and offer advice on best practices.
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Leveraging Machine Learning Techniques Predictive Analytics for Knowledge Dis...Kevin Mader
Review the basic principles of predictive analytics.
Be exposed to some of the existing validation methodologies to test predictive models.
Understand how to incorporate radiology data sources (PACS, RIS, etc) into predictive modeling
Learn how to interpret results and make visualizations.
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Overview of Lean Manufacturing and Six Sigma tools, comaprison between Lean Speed and Six Sigma Quality combining Lean with Six Sigma
Overview of DMAIC and SIX SIGMA FORMULA
Hospitals using par replenishment in place of actual inventory management experience stock-outs, overstocking, hoarding, waste and off-contract spending. Eliminate these problems by considering several approaches to actual inventory management.
Hospitals using par replenishment instead of inventory management are likely to experience stock-outs, overstocking, hoarding, waste and off-contract spending. True inventory management can eliminate these costly problems.
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- Significantly increasing nurse satisfaction and reducing nurse turnover
- Measurably reducing labor and supply costs
- Ensuring the optimal match between inventory management approach and the unique needs of each department, specifically, identifying less expensive methods of commodity product replenishment
- Working with a black belt consultant, this team of ED nurses, supply & distribution and administration staff held a Lean Six Sigma Kaizen event to redefine and redesign processes. Their results included:
- Fewer SKUs ordered on a daily basis
- Reduced staff touches
- Elimination of cycle counts within PAR areas
- Elimination of data entry errors
- Reduced nursing time spent on supply management
- Reduced restocking time for staff
- Fewer stock-outs (1.5%)
- Improved cabinet-system compliance (74% to 97%)
- Improved nursing engagement
This presentation is designed to help supply chain leaders in hospitals create effective partnerships with nursing teams, leveraging the unique strengths of both nursing and supply chain leaders in designing systems, and avoiding pitfalls that cause delays in making improvements to your supply management programs.
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This is a deck I presented at SharePoint Saturday Chicago Suburbs, on March 19, 2016. I explain the roles that an Office 365 Administrator is expected to play and offer advice on best practices.
During my Global Issues in Marketing course (BAMK-495). We where assigned the task of conducting an innovation analysis of Philips the Netherlands based electronics company. Our team came up with a wonderful presentation that capture how Philips is innovative with their products and how they plan to innovate their products in the future.
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Are you a newly minted site owner and you want to know how to get started? Or did your company just roll out SharePoint and you want to learn more about what it can do?
In this session, I will walk through what Power Users need to know when they become site administrators, champions, ninjas, or owners. I will be going through things at an overview level. I will go into detail on some areas in which I have seen the biggest gaps while working with different companies. This session will go through such things as:
· Managing security
· Managing libraries and lists
· Managing search
· What are the features available and what do they do?
· Building a useful site with pages, views and web parts
Leveraging Machine Learning Techniques Predictive Analytics for Knowledge Dis...Kevin Mader
Review the basic principles of predictive analytics.
Be exposed to some of the existing validation methodologies to test predictive models.
Understand how to incorporate radiology data sources (PACS, RIS, etc) into predictive modeling
Learn how to interpret results and make visualizations.
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An overview of the cost reduction opportunities for a Health Care provider. These opportunities can be identified, quantified and optimised through data-driven insights. The slide pack also provides a strategic overview of how one would set up such a project within a large organisation, whilst mitigating patient-care concerns.
Through statistical analysis tools and process improvement techniques, hospitals and other healthcare providers can save costs by reducing wasted materials.
Overview of Lean Manufacturing and Six Sigma tools, comaprison between Lean Speed and Six Sigma Quality combining Lean with Six Sigma
Overview of DMAIC and SIX SIGMA FORMULA
Hospitals using par replenishment in place of actual inventory management experience stock-outs, overstocking, hoarding, waste and off-contract spending. Eliminate these problems by considering several approaches to actual inventory management.
Hospitals using par replenishment instead of inventory management are likely to experience stock-outs, overstocking, hoarding, waste and off-contract spending. True inventory management can eliminate these costly problems.
Matt Brennan, formerly the director, Surgical Support Services, Supply & Logistics at a large academic institution, developed this presentation to share the story of his experience working with a combined team of emergency department nurses and supply chain staff to develop a new, lean approach to supply management in the ED. Matt reviews the benefits that can be achieved using a Lean Six Sigma approach to continuous improvement with nursing staff, including:
- Significantly increasing nurse satisfaction and reducing nurse turnover
- Measurably reducing labor and supply costs
- Ensuring the optimal match between inventory management approach and the unique needs of each department, specifically, identifying less expensive methods of commodity product replenishment
- Working with a black belt consultant, this team of ED nurses, supply & distribution and administration staff held a Lean Six Sigma Kaizen event to redefine and redesign processes. Their results included:
- Fewer SKUs ordered on a daily basis
- Reduced staff touches
- Elimination of cycle counts within PAR areas
- Elimination of data entry errors
- Reduced nursing time spent on supply management
- Reduced restocking time for staff
- Fewer stock-outs (1.5%)
- Improved cabinet-system compliance (74% to 97%)
- Improved nursing engagement
This presentation is designed to help supply chain leaders in hospitals create effective partnerships with nursing teams, leveraging the unique strengths of both nursing and supply chain leaders in designing systems, and avoiding pitfalls that cause delays in making improvements to your supply management programs.
One of the most important, yet often overlooked, aspects of predictive modeling is the transformation of data to create model inputs, better known as feature engineering (FE). This talk will go into the theoretical background behind FE, showing how it leverages existing data to produce better modeling results. It will then detail some important FE techniques that should be in every data scientist’s tool kit.
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2. Ken Lim
Sr. Solutions Architect, CORE Integration
Wednesday - November 16, 2016
Perioperative Supply Chain Optimization
3. 2
1. Understand Project Vision & Goals.
> Problem / Why ?
> Solutions
2. Understand Project Plan, Tasks, and Requirements.
3. Understand Achieved Project Outcomes.
4. Review Project Challenges.
5. Open Forum (Q&A).
Presentation Objectives:
4. 3
Introduction – Torrance Memorial Medical Center
• Torrance, CA
• 445-bed, non-profit medical center serving South Bay, Peninsula, and Harbor communities
of Los Angeles County for 90+ years.
• Magnet Facility
• U.S. News & World Report Best Regional Hospitals
• 9 Specialties in Los Angeles, CA
• HIMMS Level 6
• Early Cerner Millennium Adopter (2001)
• Code Level 2015.01.02
• 2 Surgical Tower Suites (20 ORs Operational)
2015 Surgical Statistics
Inpatient: 9673
Outpatient: 7113
Total: 16846
5. 4
Cerner Millennium Timeline at TMMC
2000 2010 2015
2000 - 2002
Conversion from Power Chart
Classic to Millennium
PathNet
SurgiNet
FirstNet
RadNet
Item Master Sync
Interface Breaks
2013 - 2014
Revenue Cycle
5 Years of Item Master Sync Gap
6. 5
Inefficient multiple manual step(s) to build surgical items from Lawson to Cerner.
Outdated and inaccurate Cerner surgery item master.
Frustrated End-Users / Labor intensive daily free text item reconciliation by charge
nurse due to unavailability of chargeable items on the day of surgery as actual items in
the system.
> Up to 30 items per/day
Lack of accurate data and insight on actual surgical case costs.
Problem / Why ?
1 2 3 4
8. 7
Project Goals (Solutions):
Immediate:
1. Perform Item Master cleanup and re-implement item master Synchronization Interface:
• Item Master clean up against Lawson Data.
• Inbound interface from Lawson to update Cerner Item Master with basic item information.
2. Perform Procedure Master Update:
• Standardize procedure master by removing duplicate and inactive historical procedures.
3. Perform Preference Card (Picklist/Comment Clean Up)
• Build Free Text Items.
• Instruments/Preps/Specialty Supplies (Non-Chargeable & Implants)
Distant:
1. Improve Preference Card Maintenance Process via Analytics
• Cerner mPage.
2. Improve surgical profit margin through case cost analysis via Analytic
• Cerner CCL reports / HealthE Intent / SAP BO / Advisory Board Surgical Compass).
3. Prepare foundation for Meaningful Use (MU) 3 Supply Chain Requirements
• Unique Device Identifier (UDI) by 2020.
9. 8
Project Plan Overview:
June – October 2015 November – February 2016
Phase 1:
Foundation Data + Interface
Phase 2:
OPS Process / Financial Improvements
Data Clean Up
•Item Master
•Procedure Master
Interface Solutions Case Cart Accuracy/Savings Goals
•Item Master Sync
*Supply Usage*
1. Preference Card Clean Up
• Picklist
• Comments (FREE TEXT ITEMS)
Non-Chargeable
• SP Sets/Trays
• Preps/Ins
2. Qualitative Case Cart Analysis
• OR Waste Item Pilot
Track “Opened Un-Used”
3. Quantitative Case Cart Analysis
• Examine top 10 procedures
case cart cost per specialty.
Pre-Interface Tasks/Requirements:
• Perform Quantitative Data Analysis:
Item Numbers
Cerner Only Items
Lawson Only Items
Item Classification
• Re-Design Supply Locations:
2 Tower OR Supply Locations, Central, Sterile Processing,
• Validate Item Unit of Measure Validation (UOM)
• Identify Redundant Historical Procedures
• Standardize Procedure Naming Convention
10. 9
Project Outcome:
June – October 2015 November – February 2016
Phase 1:
Foundation Data + Interface
Phase 2:
OPS Process / Financial Improvements
Data Clean Up
•Item Master
•Procedure Master
Interface Solutions Case Cart Accuracy/Savings Goals
•Item Master Sync
*Supply Usage*
1. Top 10 Surgeon Preference Card
per specialty updated:
• Picklist/Comments
• (FREE TEXT ITEMS)
Non-Chargeable
• SP Sets/Trays
• Preps/Ins
2. Qualitative Case Cart Analysis:
• OR Waste Item Pilot Result:
Minimal “Opened Un-Used”
3. Quantitative Case Cart Analysis
• Conduct Case Cost Analysis Reporting
(Planned VS. Actual Expenses)
(Submitted Charge VS. Expenses)
Pre-Interface Requirement Key Findings:
84% (7166/8528) of items in Cerner item master
identified with outdated item info.
42% Decrease in total # of procedures.
(2100 1000)
15% Decrease in total # of preference cards.
(12,000 10,000)
8.5% (600) of the outdated items lived in preference
cards and were replaced.
9500 Lawson only SURG Items to be built into
Cerner.
12. 11
More Quant, Key Findings in Cerner
7166
1362
0%
25%
50%
75%
100%
Cerner Only Items
Inactivate Keep in Cerner
Define
• 8,528 Cerner Only items
Identify
• 1,362 items to remain in
Cerner
• 7,166 items to be inactivated
Analyze
• 618 items to be inactivated
are on preference cards
13. 12
End-User Satisfaction Wins:
Availability of items in Cerner on the day of surgery and ease
of item searching through manufacturer catalog number.
Over 80% decrease in daily free text implant items reconciliation
by surgical charge nurse.
30 to < 10
14. 13
Project (challenges):
Getting Started, the momentum, keeping it going.
Estimating project hours: exactly how many?
Uncovering the unknown from the data:
o Adjusting to new variances, assessing impact, and formulating
solutions.
Communicating the whys behinds technical decisions to clinicians.
Resource Availability and Coordination:
Service line lead availabilities after OR shift.
o “Nursing first, then preference card homework”
o 1-2 Hours per day, 2-3x per week.
o Minimizing Overtime.
Ideal: Experienced FTE Surgical Tech with Circulating Experience.
16. 15
Special Thanks To
TMMC Project Team Members:
Project Sponsor/TMMC Periop Director: Deborah Butler RN, MSN, MBA, CNOR
Surgical Service Line Leads: Mona Miller, Kathy Torres, and all.
Periop Charge Nurse: Chris Moore
Interim Assistant Periop Director: Sharron Jordan, RN, MBA, MSN,CNOR
Periop Business Manager: Frank Gonzalez, MBA
Central Service Manager: Chance Krutsinger
Periop Sterile Processing: Corey Miller
Lawson Systems Analyst: Melvin Ridgle
Application Analyst: Jiteshkumar B. Patel
Supply Chain Ops/Purchasing Director: Cindy Kassotis
Supply Chain Ops/Purchasing Manager: Philip Cutler
Supply Chain Ops/Purchasing Analyst: Courtney Jeng
Cerner Project Team Members:
Lead Supply Chain Consultant: Caleb King
Perioperative Consultants: Anna Lim / Sydney Malackowski
Supply Chain Executive: Susan Morris
FSI Engineer: Matthew A. Smith
Engagement Leader: Brian Farrington