Philwoong Kang – Junhong Kim Hyoyoung Kim – James Morrison Industrial and Systems Engineering...
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Transcript of Philwoong Kang – Junhong Kim Hyoyoung Kim – James Morrison Industrial and Systems Engineering...
Philwoong Kang – Junhong Kim Hyoyoung Kim – James Morrison
Industrial and Systems Engineering
ICSSSM’11 – June 25-27, 2011 – Tianjin, China
Improving Dental Service via Communi-cation During Treatment
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 2
Contents
• Motivation
• Objectives
• Handheld communication device prototype
• Experiment to test the device effectiveness
• Results
• Concluding Remarks
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 3
Who enjoys going to the dentist?!
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 4
I do… !
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 5
Because, I found …
Kenneth Palm, DDS
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 6
Kenneth Palm, DDS
Quotes1 from his patients:
1 http://www.colchesterdental.com/smile_gallery/
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 7
Kenneth Palm, DDS
Quotes1 from his patients:“This is the only dentist office I ever enjoyed coming to!”
1 http://www.colchesterdental.com/smile_gallery/
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 8
Kenneth Palm, DDS
Quotes1 from his patients:“This is the only dentist office I ever enjoyed coming to!”“Dr. Palm and his staff are absolutely wonderful people!”
1 http://www.colchesterdental.com/smile_gallery/
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 9
Kenneth Palm, DDS
Quotes1 from his patients:“This is the only dentist office I ever enjoyed coming to!”“Dr. Palm and his staff are absolutely wonderful people!”“The best dentist… EVER!”
1 http://www.colchesterdental.com/smile_gallery/
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 10
Kenneth Palm, DDS
Quotes1 from his patients:“This is the only dentist office I ever enjoyed coming to!”“Dr. Palm and his staff are absolutely wonderful people!”“The best dentist… EVER!” – I just added that one from me
1 http://www.colchesterdental.com/smile_gallery/
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 11
Kenneth Palm, DDS
Why do people like Dr. Palm?
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 12
Kenneth Palm, DDS
Why do people like Dr. Palm?
I honestly do not know if his technical skills are better than others. I suppose they may be…
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 13
Kenneth Palm, DDS
Why do people like Dr. Palm?
But, his communication skills – humor, caring, clarity – are truly extraordinary!
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 14
Motivation (1)
• How important is communication to most patients?• Survey to assess the perceived value of communication
• Ability of dentist primarily depends on communication [1]
76% of patients consider communication the most important factor
[1]A review of patient satisfaction: 2.Dental patient satisfaction: an appraisal of recent literature, P.R.H. Newsome G.H.Wright, 1999
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 15
Motivation (2)
• Is there a “low hanging fruit” communication opportunity?
• Surveyed dental patients to ask about ease of communication
Express difficulty to communicate during treat-ment
1 = Very hard to communicate5= Very easy to communicate
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 16
Research Objectives
• PROBLEM: Patients feel it is difficult to communicate during treatment No communication device existing
• No device to solve this problem was found in the literature
• GOAL: Create a hand-held device to aid communication during treatment Measure how much the service quality at dental clinics improves
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 17
Prototype Design: Methodology
• Prototype designed with the Axiomatic Design methodology
• Concept: Handheld device with buttons to communicate
Functional Requirements
FR1. Take input data from patients
FR2. Transfer the input data into output data
FR3. Provide output data to dentist and pa-tient
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 18
Prototype Design: Buttons
• Four buttons use to receive the input from the patient– Selected the most commonly desired: Survey & discussion with dentists– Button shape and feeling chosen for intuitive feeling– Button location based on frequency of use (thumb is most favored digit)
– BUTTON 1: Patient is in pain
– BUTTON 2: Patient would like suction of fluids
– BUTTON 3: Patient wants to pause/stop the treatment
– BUTTON 4: Patient want to express thanks or “enough”
[2] http://myworld.ebay.com/protherapysuppliesllc
[2]
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 19
Prototype Design: Considerations from the Literature
• Data from mouse, remote control, keyboard was used to de-termine: size, tactual feedback, sensitivity, weight etc.[1]
• Hand data of Koreans, US army, and Jordanians were used when designing the prototype
Right hand dimension data of Jordanian[2] Average length of wrist to fin-ger for US army and Korean[3]
[1] Donghun Lee, Min K. Chung, Jung Young Kim. An Investigation of Using Practices for Universal Design of Information Technology Products. Journal of the Ergonomics Society of Korea Vol. 28, No. 3[2] Yunis A.A. Mohammad. Anthropometric characteristics of the hand based on laterality and sex among Jordanian. International Journal of Industrial Ergonomics 35 (2005) 747–754[3] Wonsup Lee, Kiyo Jung, Heecheon You. Development and Application of a Grip Design Method using Hand Anthropometric Data. 2008 Korea Industrial Engineering Conference / KORMS
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 20
Prototype Design: CAD Models
• Three prototype designs
• Selected the bean-pod model (middle) Light and fits comfortably into hand
• Design was drawn with SolidWorks 2010®• Prototype shell was made with a Rapid Prototype Machine
Input device prototype designs
Bean-pod input device shell
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 21
Prototype Design: Sound Options
• Microprocessor: Detects button push and emits audio signal• Wireless earphones emit a sound in response to the signals• Three categories of sound outputs were recorded
• Equipment details– Two sets of Kimson® KS-1040S Bluetooth Wireless Headset and Hands-Free were used– Wireless headsets are connected to the mp3 microprocessor board with the iBluon BT-
TD03 stereo Bluetooth Dongle
Type of sound Pain button Stop button Suction buttonEnough (Thank
you) button
Human voice I’m in pain Stop I need suctionThank you(meaning
enough)
Alerting sound Human ouch sound Car klaxon sound Strong wind sound Bell sound
Natural sound Waterfall sound Cuckoo sound
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 22
Experiment to Test Device Effectiveness (1)
• GOAL: Determine if the device improves dental service
• METHOD: Experiment from 2010/11/30 – 2010/12/09
– Patient control group did not use the device during their treatment• Modified SERVQUAL surveys given before and after treatment
– Patient experimental group did use the device during their treatment• Modified SERVQUAL surveys given before and after treatment• Data recorder sat in the procedure room during the treatment• Additional questions about the feel and use of the device• Input device was wiped with sanitizing tissue after every use
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 23
Experiment to Test Device Effectiveness (2)
• Conducted in dental offices in Daejeon, South Korea• Population: 88 without, 87 with the device• Modified SERVQUAL survey consisted of
21 SERVQUAL questions, 4 overall quality questions and demographics Expectation and perception questions
• 5 point Likert scale:
• Statistical hypotesis tests conducted – Wilcoxon [1] signed-rank test (paired sample test) in SAS 9.1– Alternative to paired patients t-test since distribution is not normal
Not important at all Very important
1 2 4 53
[1] Wilcoxon, F. (1945). Individual comparisons by ranking methods. Biometrics, 1, 80-83
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 24
SERVQUAL Survey sheet
Tangible
Reliability
ResponsivenessAssurance
Empathy
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 25
Results: SERVQUAL
• Gap score = Perception score - Expectation score
ServiceWith-out
Device
With Device
ServiceWith-out
Device
With Device
Up to date Equipment 0.45 0.32 High-skilled dentist -0.02 -0.15
Clean and neat office 0.4 0.13 Respect -0.01 -0.16
Neat appearance of den-tist
0.57 0.74 Safe treatment -0.24 -0.55
Hygiene Equipment -0.33 -0.38 Honest and trustworthy 0.3 0.22
Precise appointment time -0.25 -0.6 Communicate a lot -0.16 0.05
Service bill demand -0.22 -0.17 Easy access via phone -0.14 -0.4
Accurate treatment record
-0.41 -0.58 Waiting time -0.31 -0.1
Treatment time notice -0.32 -0.32 Convenient location -1.3 -1.45
Willingness to help 0.21 0.06 Record requirements -0.17 -0.39
Quick response from den-tist
0.82 1.17 Recognize customers -0.13 -0.08
Feedback -0.09 -0.07
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 26
Results: SERVQUAL Dimensions
• H0: no difference in measurements • H1: difference in measurements• Using 0.05 level of significance, if z> 1.96 or z<-1.96, H0 is rejected
Without Device With Device
Tangible 0.2725 0.2025
Reliability -0.2933 -0.4500
Responsiveness 0.1550 0.210
Assurance 0.0075 -0.1600
Empathy -0.3683 -0.3950
ServiceWithout Device
With Device
Z-valueSignifi-cance
Quick response from den-tist
0.82 1.17 2.9357 O
Communicate a lot -0.16 0.05 2.2505 O
Unweighted SERVQUAL average gap score for each dimen-sion
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 27
Results: Overall Questions
Service Without Device With Device
Overall service 4.849 4.788
Communication during treat-ment
4.570 4.671
Kindness of employees 4.767 4.718
Treatment result 4.872 4.835Average score for overall question
Service Z-valueSignifi-cance
Overall service -1.0232 X
Communication during treatment 2.1138 O
Kindness of employees -0.7405 X
Treatment result -0.6765 X
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 28
Concluding Remarks
• SERVQUAL results of statistical significance– Increase in “quick response from dentist” (Responsiveness dimension)– Increase in “communicate at lot” (Empathy dimension)
• Overall results of statistical significance– Increase in “communication during treatment” – Not significant: Overall service, kindness and treatment result
• In part due to device training, presence of data recorder, longer survey
• Anticipate that a communication device during treatment will improve overall dental customer experience
28
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 30
Appendix
30
[Table 8] Hypothesis Testing for all questionnaire
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 31
Appendix
[Figure 9] Hypothesis testing
© P. Kang, J. Kim, H. Kim, J. Morrison – ICSSSM’11 – June 25, 2011 - 32
Appendix
[Figure 9] Hypothesis testing