SlideShare ist ein Scribd-Unternehmen logo
1 von 27
PQR Research for Utility Companies:
Improve Your Communications Strategy
   and Customer Satisfaction Score




             February 2012
Today’s speaker is Dino Fire, Director of
  Marketing Science at FGI Research

                  → dfire@fgiresearch.com
                  → 616-530-3220


                  Today’s hashtag: #pqrscore
                  FGI on Twitter: @FGIResearch




                                                 2
PQR Ratings…Who Cares?
→ Regulators care!
→ Legislators care!
→ C-Suite managers at utilities care!
→ Utility company employees care!
→ The public cares…just ask JD Power!




                                        3
PQR’s Role in Customers’ Satisfaction
→ Most utilities measure customer satisfaction overall, and
    power quality and reliability in particular. The two
    metrics are highly correlated.1
→ PQR ratings comprise more than a quarter of the JD
    Power overall satisfaction index—no other single
    attribute has more influence.

                                      So…
→ Utilities can improve customer satisfaction scores by
    improving satisfaction with power quality and reliability


     1 Pearson’s                                                        4
                   R correlation 0.707 based on previous FGI research
FGI’s Process for Measuring and Impacting
     Satisfaction in Outage Situations
   1. Identify and measure the factors that drive PQR satisfaction
   2. Understand how PQR satisfaction is correlated to your customers’
      satisfaction
   3. Communicate your findings and get executive buy-in and approval
   4. Take specific steps to improve your PQR results without investing
      billions in infrastructure
   5. Measure how much you actually improve your PQR scores
   6. Measure how much you actually improve your overall customer
      satisfaction scores
   7. Communicate success!
   8. Repeat for continuous improvement



                                                                          5
PQR Measurement: The Survey




                              6
Respondent Profile




           → Sample = 3,228 interviews
           → Nationwide survey
           → 50 states + DC represented
           → 203 DMA’s
           → 267+ Electric utilities



                                          7
Methodology

     → Stated outage recall
     → Interaction with their electric company
     → Electric company performance
     → PQR satisfaction
     → Choice exercise…choose the “best” option
        √     Duration
        √     Frequency
        √     Time of Day
        √     Notifications
     → Recalculate PQR satisfaction based on outage scenarios

                                                                8
Methodology


      From this set of four options, please pick the ONE that you would
      rather have take place. In other words, which one of the four
      options is least annoying to you?


     DURATION             Less than 5 min   30 min – 1 hour   1 hour or more   5 – 15 minutes

     FREQUENCY             Twice a year      Once a year       Twice a year    3 times a year

     TIME OF DAY            Afternoon        Middle/night        Morning          Evening

     NOTIFICATION             Email              Text           Twitter/FB         None




                                                                                                9
Self-Reported Outage Information




                                   10
Residential Outage Frequency




                                          = 2.0                                                   Outage in Past 90 Days

                                          outages per year




                                                                                                          Base: At least one outage
                                                                                                                 in past year
                                                                                                                   n = 3,228




                              Base: Total Sample
                                                              Adjusted for outliers (>=7)
                                  n = 3,004


                        Q100. In the past year, on how many separate occasions did you lose power at your personal residence?         11
                        Q101. Have you experienced an electrical outage at your personal residence in the past 90 days?
Outage Duration, Most Recent Occurrence




                                                                                                                    55
                                                                                                                   minutes




                                     Base: At least one outage in past year
                                                    n = 2,567

                       Q102. These next few questions are about the most recent time you lost power at your residence.       12
                       Approximately how long was your power out on this most recent occasion?
Residential Outage Actions




            Called Electric Company                                               Provided Restoration Estimate




                                                                                    53% of those who called their
                                                                                   electric company were provided
                                                                                       a reason for the outage.
                                                 Base: At least one outage
                                                        in past year
                                                          n = 2,567



                             Q103. Did you call your electric company to get information about when power might be restored?
                             Q104. Did your electric company provide you with an estimated time power would be restored?
                                                                                                                               13
                             Q104A. Did your electric company provide you with a reason your power was out?
Accuracy of the Restoration Estimate



     Actual restoration time was…




                                        Just about right




                     Somewhat longer                                              Somewhat shorter
        Much longer than estimated                                                than estimated Much shorter
        than estimated                                                                           than estimated




                                          Base: Provided restoration time for outage
                                                           n = 645


                             Q105. Once power was restored, how accurate was your electric company’s estimate of restoration time?   14
Notification




                                                                   13%
                                                                   Received at
                                                                   least one
                                                                   notification




                              Base: At least one outage in past year
                                             n = 2,567
               Q106. Did you receive any of the following notifications from the electric company during the most recent
               power outage? For example, you may have received an email at a work email address, a text message on
                                                                                                                           15
               your phone, or a Twitter or Facebook notification.
PQR Satisfaction

                               How would you rate your electric
                               company on the quality and reliability of
                               the electric power it provides?


                                                           = 8.1
                                                                      PQR Satisfaction Rating




                                            Base: Total sample
                                                 n =3,228

                   Q200. Using a scale from 1 to 10, where 10 is excellent and 1 is terrible, how would you rate your electric   16
                   company on the quality and reliability of the electric power it provides?
PQR Satisfaction Based on Outage



                 No Outage




                                                                  PQR Satisfaction Rating

                                                         No Outage                                             = 8.6               n = 2,062



                                                        Had Outage                                             = 7.3               n = 1,166




                 Outage




                                                                                                                               The difference in means is
                                                                                                                       statistically significant at the 95%
                                                                                                                                       confidence interval.

                             Q200. Using a scale from 1 to 10, where 10 is excellent and 1 is terrible, how would you rate your electric               17
                             company on the quality and reliability of the electric power it provides?
PQR Satisfaction Based on Notification


                                   Notification




                                                                          PQR Satisfaction Rating

                                                        Notification                                                  = 7.8                n = 150



                                                     No Notification                                                  = 7.3                n = 1,016




                 No Notification




                                                  Base: At least one outage in past 90 days                                         The difference in means is
                                                                   n = 1,166                                                      statistically significant at the
                                                                                                                                      95% confidence interval.

                                   Q200. Using a scale from 1 to 10, where 10 is excellent and 1 is terrible, how would you rate your electric                18
                                   company on the quality and reliability of the electric power it provides?
Effects of Outage Variables

      Duration of outage (DURATION)
            Less than 5 minutes
            5 to 15 minutes
            15 to 30 minutes                                               Less than 5 minutes
            30 minutes to 1 hour
            1 hour or longer                                                   Once a year
      Frequency of outages (FREQUENCY)                                     Middle of the night
           Once a year
           Twice a year                                                  Any (ideal) notification
           Three times a year
           Four or more times a year

      Time of day when the outage occurs (TIME)
            Morning – before leaving for work or school
            Afternoon – before returning home from work or school
            Evening – between dinner time and before bed time
            Middle of the night
                                                                                  7.8
                                                                      Average PQR satisfaction rating
      Notification about restoration time (NOTIFY)
             Email
             Automated phone call or message
             Text message
             Twitter or Facebook feed
             No notification
                                                 Base: Total sample
                                                     n = 3.228

                                                                                                        19
Importance of Outage Variables




                                 20
PQR Effects of Duration




                                               Duration




                          Base: Total sample              21
                              n = 3.228
PQR Effects of Frequency




                                                Frequency




                                                            Duration




                           Base: Total sample                          22
                               n = 3.228
PQR Effects of Time of Day




                                                  Frequency


                                                      Time of Day



                                                                    Duration




                             Base: Total sample                                23
                                 n = 3.228
PQR Effects of Notifications




                                                                  Notification
                                                    Frequency


                                                    Time of Day




                                                                    Duration




                               Base: Total sample                                24
                                   n = 3.228
www.fgiresearch.com/pqrsimulator
                                   25
Demographics

  Gender                  Pct    Race/Ethnicity         Pct   Education              Pct
  Male                    35%    Asian                  3%    Some high school       1%
  Female                  65%    American Indian        1%
                                                              High school graduate   16%
                                 African American       5%
  Children in Household    Pct                                Some college/trade     31%
                                 Hispanic               2%
  Yes                     32%                                 College graduate       31%
                                 White/Caucasian        88%
  No                      69%                                 Some post grad work    6%
                                 Other                  1%

  Income                  Pct    Employment Status      Pct   Post grad degree       15%

  Under $25,000           15%    Employed – full time   44%
                                                              Generation             Pct
  $25,000 – $35,000       11%    Employed – part time   14%
  $35,000 – $50,000       16%                                 Seniors                11%
                                 Not currently          22%
  $50,000 – $75,000       23%    employed                     Baby Boomers           44%

  $75,000 – $100,000      16%    Retired                21%   Generation X           33%
  $100,000 – $150,000     12%    Home Ownership         Pct   Millennials            12%
  $150,000 – $200,000     3%     Own                    78%
  Over $200,000           3%     Rent                   22%




                                                                                           26
Q&A
→   dfire@fgiresearch.com
→   cdall@fgiresearch.com
→   FGI on Twitter: @FGIResearch
→   www.fgiresearch.com
→   Our blog: info.fgiresearch.com/blog




                                          27

Weitere ähnliche Inhalte

Andere mochten auch

Проект по русскому языку «Зимняя страничка»
Проект по русскому языку «Зимняя страничка»Проект по русскому языку «Зимняя страничка»
Проект по русскому языку «Зимняя страничка»Ян Юшин
 
Trend Truth: Customer Loyalty
Trend Truth: Customer LoyaltyTrend Truth: Customer Loyalty
Trend Truth: Customer LoyaltyFGI Research
 
Julio Control D Enotas Por Materia Y Trimestre Con FóRmulas
Julio Control D Enotas Por Materia Y Trimestre Con FóRmulasJulio Control D Enotas Por Materia Y Trimestre Con FóRmulas
Julio Control D Enotas Por Materia Y Trimestre Con FóRmulasjoseadalberto
 
Avance De Lectura I, Ii Y Iii Ciclo
Avance De Lectura I, Ii  Y Iii CicloAvance De Lectura I, Ii  Y Iii Ciclo
Avance De Lectura I, Ii Y Iii Ciclojoseadalberto
 
Trend Truth: Mobile Mall
Trend Truth: Mobile MallTrend Truth: Mobile Mall
Trend Truth: Mobile MallFGI Research
 
15 Junio Carta De Un Hijo
15 Junio Carta De Un Hijo15 Junio Carta De Un Hijo
15 Junio Carta De Un Hijojoseadalberto
 
Avance De Lectura I, Ii Y Iii Ciclo
Avance De Lectura I, Ii  Y Iii CicloAvance De Lectura I, Ii  Y Iii Ciclo
Avance De Lectura I, Ii Y Iii Ciclojoseadalberto
 
Trend Truth: What Women Want
Trend Truth: What Women WantTrend Truth: What Women Want
Trend Truth: What Women WantFGI Research
 
Trend Truth: Tweeting the News
Trend Truth: Tweeting the NewsTrend Truth: Tweeting the News
Trend Truth: Tweeting the NewsFGI Research
 
1000 Indicadores De Enero A Diciembre 2009
1000 Indicadores De Enero A Diciembre 20091000 Indicadores De Enero A Diciembre 2009
1000 Indicadores De Enero A Diciembre 2009joseadalberto
 
Trend Truth: Tweet This
Trend Truth: Tweet ThisTrend Truth: Tweet This
Trend Truth: Tweet ThisFGI Research
 
Trend Truth: Going Green, Saving Green
Trend Truth: Going Green, Saving GreenTrend Truth: Going Green, Saving Green
Trend Truth: Going Green, Saving GreenFGI Research
 
Trend Truth: Will Store Brand Sell?
Trend Truth: Will Store Brand Sell?Trend Truth: Will Store Brand Sell?
Trend Truth: Will Store Brand Sell?FGI Research
 
00 TeléFonos Actualizado
00 TeléFonos Actualizado00 TeléFonos Actualizado
00 TeléFonos Actualizadojoseadalberto
 

Andere mochten auch (18)

Проект по русскому языку «Зимняя страничка»
Проект по русскому языку «Зимняя страничка»Проект по русскому языку «Зимняя страничка»
Проект по русскому языку «Зимняя страничка»
 
Cookies and sessions
Cookies and sessionsCookies and sessions
Cookies and sessions
 
Trend Truth: Customer Loyalty
Trend Truth: Customer LoyaltyTrend Truth: Customer Loyalty
Trend Truth: Customer Loyalty
 
Julio Control D Enotas Por Materia Y Trimestre Con FóRmulas
Julio Control D Enotas Por Materia Y Trimestre Con FóRmulasJulio Control D Enotas Por Materia Y Trimestre Con FóRmulas
Julio Control D Enotas Por Materia Y Trimestre Con FóRmulas
 
Avance De Lectura I, Ii Y Iii Ciclo
Avance De Lectura I, Ii  Y Iii CicloAvance De Lectura I, Ii  Y Iii Ciclo
Avance De Lectura I, Ii Y Iii Ciclo
 
Trend Truth: Mobile Mall
Trend Truth: Mobile MallTrend Truth: Mobile Mall
Trend Truth: Mobile Mall
 
15 Junio Carta De Un Hijo
15 Junio Carta De Un Hijo15 Junio Carta De Un Hijo
15 Junio Carta De Un Hijo
 
Avance De Lectura I, Ii Y Iii Ciclo
Avance De Lectura I, Ii  Y Iii CicloAvance De Lectura I, Ii  Y Iii Ciclo
Avance De Lectura I, Ii Y Iii Ciclo
 
Calendario 2009
Calendario 2009Calendario 2009
Calendario 2009
 
Decreto 6
Decreto 6Decreto 6
Decreto 6
 
Trend Truth: What Women Want
Trend Truth: What Women WantTrend Truth: What Women Want
Trend Truth: What Women Want
 
Trend Truth: Tweeting the News
Trend Truth: Tweeting the NewsTrend Truth: Tweeting the News
Trend Truth: Tweeting the News
 
Circular 04 2009 0
Circular 04 2009 0Circular 04 2009 0
Circular 04 2009 0
 
1000 Indicadores De Enero A Diciembre 2009
1000 Indicadores De Enero A Diciembre 20091000 Indicadores De Enero A Diciembre 2009
1000 Indicadores De Enero A Diciembre 2009
 
Trend Truth: Tweet This
Trend Truth: Tweet ThisTrend Truth: Tweet This
Trend Truth: Tweet This
 
Trend Truth: Going Green, Saving Green
Trend Truth: Going Green, Saving GreenTrend Truth: Going Green, Saving Green
Trend Truth: Going Green, Saving Green
 
Trend Truth: Will Store Brand Sell?
Trend Truth: Will Store Brand Sell?Trend Truth: Will Store Brand Sell?
Trend Truth: Will Store Brand Sell?
 
00 TeléFonos Actualizado
00 TeléFonos Actualizado00 TeléFonos Actualizado
00 TeléFonos Actualizado
 

Kürzlich hochgeladen

Organizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessOrganizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessSeta Wicaksana
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...lizamodels9
 
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,noida100girls
 
Digital Transformation in the PLM domain - distrib.pdf
Digital Transformation in the PLM domain - distrib.pdfDigital Transformation in the PLM domain - distrib.pdf
Digital Transformation in the PLM domain - distrib.pdfJos Voskuil
 
Market Sizes Sample Report - 2024 Edition
Market Sizes Sample Report - 2024 EditionMarket Sizes Sample Report - 2024 Edition
Market Sizes Sample Report - 2024 EditionMintel Group
 
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCRashishs7044
 
Call Us 📲8800102216📞 Call Girls In DLF City Gurgaon
Call Us 📲8800102216📞 Call Girls In DLF City GurgaonCall Us 📲8800102216📞 Call Girls In DLF City Gurgaon
Call Us 📲8800102216📞 Call Girls In DLF City Gurgaoncallgirls2057
 
Pitch Deck Teardown: Geodesic.Life's $500k Pre-seed deck
Pitch Deck Teardown: Geodesic.Life's $500k Pre-seed deckPitch Deck Teardown: Geodesic.Life's $500k Pre-seed deck
Pitch Deck Teardown: Geodesic.Life's $500k Pre-seed deckHajeJanKamps
 
Islamabad Escorts | Call 03070433345 | Escort Service in Islamabad
Islamabad Escorts | Call 03070433345 | Escort Service in IslamabadIslamabad Escorts | Call 03070433345 | Escort Service in Islamabad
Islamabad Escorts | Call 03070433345 | Escort Service in IslamabadAyesha Khan
 
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfIntro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfpollardmorgan
 
Kenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith PereraKenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith Pereraictsugar
 
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607dollysharma2066
 
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In.../:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...lizamodels9
 
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,noida100girls
 
The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024christinemoorman
 
Buy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail AccountsBuy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail AccountsBuy Verified Accounts
 
Call Girls In Radisson Blu Hotel New Delhi Paschim Vihar ❤️8860477959 Escorts...
Call Girls In Radisson Blu Hotel New Delhi Paschim Vihar ❤️8860477959 Escorts...Call Girls In Radisson Blu Hotel New Delhi Paschim Vihar ❤️8860477959 Escorts...
Call Girls In Radisson Blu Hotel New Delhi Paschim Vihar ❤️8860477959 Escorts...lizamodels9
 
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCRashishs7044
 
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptxContemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptxMarkAnthonyAurellano
 

Kürzlich hochgeladen (20)

Organizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessOrganizational Structure Running A Successful Business
Organizational Structure Running A Successful Business
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
 
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
 
Digital Transformation in the PLM domain - distrib.pdf
Digital Transformation in the PLM domain - distrib.pdfDigital Transformation in the PLM domain - distrib.pdf
Digital Transformation in the PLM domain - distrib.pdf
 
Japan IT Week 2024 Brochure by 47Billion (English)
Japan IT Week 2024 Brochure by 47Billion (English)Japan IT Week 2024 Brochure by 47Billion (English)
Japan IT Week 2024 Brochure by 47Billion (English)
 
Market Sizes Sample Report - 2024 Edition
Market Sizes Sample Report - 2024 EditionMarket Sizes Sample Report - 2024 Edition
Market Sizes Sample Report - 2024 Edition
 
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
 
Call Us 📲8800102216📞 Call Girls In DLF City Gurgaon
Call Us 📲8800102216📞 Call Girls In DLF City GurgaonCall Us 📲8800102216📞 Call Girls In DLF City Gurgaon
Call Us 📲8800102216📞 Call Girls In DLF City Gurgaon
 
Pitch Deck Teardown: Geodesic.Life's $500k Pre-seed deck
Pitch Deck Teardown: Geodesic.Life's $500k Pre-seed deckPitch Deck Teardown: Geodesic.Life's $500k Pre-seed deck
Pitch Deck Teardown: Geodesic.Life's $500k Pre-seed deck
 
Islamabad Escorts | Call 03070433345 | Escort Service in Islamabad
Islamabad Escorts | Call 03070433345 | Escort Service in IslamabadIslamabad Escorts | Call 03070433345 | Escort Service in Islamabad
Islamabad Escorts | Call 03070433345 | Escort Service in Islamabad
 
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfIntro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
 
Kenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith PereraKenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith Perera
 
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
 
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In.../:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
 
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
 
The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024
 
Buy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail AccountsBuy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail Accounts
 
Call Girls In Radisson Blu Hotel New Delhi Paschim Vihar ❤️8860477959 Escorts...
Call Girls In Radisson Blu Hotel New Delhi Paschim Vihar ❤️8860477959 Escorts...Call Girls In Radisson Blu Hotel New Delhi Paschim Vihar ❤️8860477959 Escorts...
Call Girls In Radisson Blu Hotel New Delhi Paschim Vihar ❤️8860477959 Escorts...
 
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
 
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptxContemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
 

Webinar Slides: PQR Research: Improve Your Communications Strategy and Customer Satisfaction Score

  • 1. PQR Research for Utility Companies: Improve Your Communications Strategy and Customer Satisfaction Score February 2012
  • 2. Today’s speaker is Dino Fire, Director of Marketing Science at FGI Research → dfire@fgiresearch.com → 616-530-3220 Today’s hashtag: #pqrscore FGI on Twitter: @FGIResearch 2
  • 3. PQR Ratings…Who Cares? → Regulators care! → Legislators care! → C-Suite managers at utilities care! → Utility company employees care! → The public cares…just ask JD Power! 3
  • 4. PQR’s Role in Customers’ Satisfaction → Most utilities measure customer satisfaction overall, and power quality and reliability in particular. The two metrics are highly correlated.1 → PQR ratings comprise more than a quarter of the JD Power overall satisfaction index—no other single attribute has more influence. So… → Utilities can improve customer satisfaction scores by improving satisfaction with power quality and reliability 1 Pearson’s 4 R correlation 0.707 based on previous FGI research
  • 5. FGI’s Process for Measuring and Impacting Satisfaction in Outage Situations 1. Identify and measure the factors that drive PQR satisfaction 2. Understand how PQR satisfaction is correlated to your customers’ satisfaction 3. Communicate your findings and get executive buy-in and approval 4. Take specific steps to improve your PQR results without investing billions in infrastructure 5. Measure how much you actually improve your PQR scores 6. Measure how much you actually improve your overall customer satisfaction scores 7. Communicate success! 8. Repeat for continuous improvement 5
  • 7. Respondent Profile → Sample = 3,228 interviews → Nationwide survey → 50 states + DC represented → 203 DMA’s → 267+ Electric utilities 7
  • 8. Methodology → Stated outage recall → Interaction with their electric company → Electric company performance → PQR satisfaction → Choice exercise…choose the “best” option √ Duration √ Frequency √ Time of Day √ Notifications → Recalculate PQR satisfaction based on outage scenarios 8
  • 9. Methodology From this set of four options, please pick the ONE that you would rather have take place. In other words, which one of the four options is least annoying to you? DURATION Less than 5 min 30 min – 1 hour 1 hour or more 5 – 15 minutes FREQUENCY Twice a year Once a year Twice a year 3 times a year TIME OF DAY Afternoon Middle/night Morning Evening NOTIFICATION Email Text Twitter/FB None 9
  • 11. Residential Outage Frequency = 2.0 Outage in Past 90 Days outages per year Base: At least one outage in past year n = 3,228 Base: Total Sample Adjusted for outliers (>=7) n = 3,004 Q100. In the past year, on how many separate occasions did you lose power at your personal residence? 11 Q101. Have you experienced an electrical outage at your personal residence in the past 90 days?
  • 12. Outage Duration, Most Recent Occurrence 55 minutes Base: At least one outage in past year n = 2,567 Q102. These next few questions are about the most recent time you lost power at your residence. 12 Approximately how long was your power out on this most recent occasion?
  • 13. Residential Outage Actions Called Electric Company Provided Restoration Estimate 53% of those who called their electric company were provided a reason for the outage. Base: At least one outage in past year n = 2,567 Q103. Did you call your electric company to get information about when power might be restored? Q104. Did your electric company provide you with an estimated time power would be restored? 13 Q104A. Did your electric company provide you with a reason your power was out?
  • 14. Accuracy of the Restoration Estimate Actual restoration time was… Just about right Somewhat longer Somewhat shorter Much longer than estimated than estimated Much shorter than estimated than estimated Base: Provided restoration time for outage n = 645 Q105. Once power was restored, how accurate was your electric company’s estimate of restoration time? 14
  • 15. Notification 13% Received at least one notification Base: At least one outage in past year n = 2,567 Q106. Did you receive any of the following notifications from the electric company during the most recent power outage? For example, you may have received an email at a work email address, a text message on 15 your phone, or a Twitter or Facebook notification.
  • 16. PQR Satisfaction How would you rate your electric company on the quality and reliability of the electric power it provides? = 8.1 PQR Satisfaction Rating Base: Total sample n =3,228 Q200. Using a scale from 1 to 10, where 10 is excellent and 1 is terrible, how would you rate your electric 16 company on the quality and reliability of the electric power it provides?
  • 17. PQR Satisfaction Based on Outage No Outage PQR Satisfaction Rating No Outage = 8.6 n = 2,062 Had Outage = 7.3 n = 1,166 Outage The difference in means is statistically significant at the 95% confidence interval. Q200. Using a scale from 1 to 10, where 10 is excellent and 1 is terrible, how would you rate your electric 17 company on the quality and reliability of the electric power it provides?
  • 18. PQR Satisfaction Based on Notification Notification PQR Satisfaction Rating Notification = 7.8 n = 150 No Notification = 7.3 n = 1,016 No Notification Base: At least one outage in past 90 days The difference in means is n = 1,166 statistically significant at the 95% confidence interval. Q200. Using a scale from 1 to 10, where 10 is excellent and 1 is terrible, how would you rate your electric 18 company on the quality and reliability of the electric power it provides?
  • 19. Effects of Outage Variables Duration of outage (DURATION) Less than 5 minutes 5 to 15 minutes 15 to 30 minutes Less than 5 minutes 30 minutes to 1 hour 1 hour or longer Once a year Frequency of outages (FREQUENCY) Middle of the night Once a year Twice a year Any (ideal) notification Three times a year Four or more times a year Time of day when the outage occurs (TIME) Morning – before leaving for work or school Afternoon – before returning home from work or school Evening – between dinner time and before bed time Middle of the night 7.8 Average PQR satisfaction rating Notification about restoration time (NOTIFY) Email Automated phone call or message Text message Twitter or Facebook feed No notification Base: Total sample n = 3.228 19
  • 20. Importance of Outage Variables 20
  • 21. PQR Effects of Duration Duration Base: Total sample 21 n = 3.228
  • 22. PQR Effects of Frequency Frequency Duration Base: Total sample 22 n = 3.228
  • 23. PQR Effects of Time of Day Frequency Time of Day Duration Base: Total sample 23 n = 3.228
  • 24. PQR Effects of Notifications Notification Frequency Time of Day Duration Base: Total sample 24 n = 3.228
  • 26. Demographics Gender Pct Race/Ethnicity Pct Education Pct Male 35% Asian 3% Some high school 1% Female 65% American Indian 1% High school graduate 16% African American 5% Children in Household Pct Some college/trade 31% Hispanic 2% Yes 32% College graduate 31% White/Caucasian 88% No 69% Some post grad work 6% Other 1% Income Pct Employment Status Pct Post grad degree 15% Under $25,000 15% Employed – full time 44% Generation Pct $25,000 – $35,000 11% Employed – part time 14% $35,000 – $50,000 16% Seniors 11% Not currently 22% $50,000 – $75,000 23% employed Baby Boomers 44% $75,000 – $100,000 16% Retired 21% Generation X 33% $100,000 – $150,000 12% Home Ownership Pct Millennials 12% $150,000 – $200,000 3% Own 78% Over $200,000 3% Rent 22% 26
  • 27. Q&A → dfire@fgiresearch.com → cdall@fgiresearch.com → FGI on Twitter: @FGIResearch → www.fgiresearch.com → Our blog: info.fgiresearch.com/blog 27