The value of business travel. The travelers perspective

Size: px
Start display at page:

Download "The value of business travel. The travelers perspective"

Transcription

1 The value of business travel The travelers perspective

2 Contents 1. Executive summary Introduction Travel purpose and business meeting outcomes The success of a business trip...7 Are lower results anticipated before the trip? Drivers of failure for business trips...8 Number of meetings attended during the trip...8 Length of stay...9 Advance booking...10 Trip type...10 Traveler job level...11 Other factors...11 Financial impact estimation Conclusions Bibliography

3 1. Executive summary This publication is a continuation of our research into the return-on-investment (ROI) of business travel. In a previous paper [1] we discussed how travel approvers approach this topic when dealing with trip requests from travelers. This study focuses on ROI from the traveler s point-of-view, and is based on a wide-scale traveler survey (10,000 respondents) conducted by Carlson Wagonlit Travel (CWT) between May and October First, we analyzed the breakdown of travelers by their primary purpose of travel. We found that the top three reasons to travel were: Meeting with existing or potential clients (31%) Team-related meetings (21%) Training and development (13%) Second, we measured the success of business trips by asking travelers how useful their last trip was. The scale ranges from 1 to 5 with 5 being the most successful. 88% of the trips are judged useful, with ratings of 4 or 5. Finally, we analyzed the unsuccessful trips in order to understand if common patterns exist among them. We found that certain factors are indeed related to the low success of a business trip. Specifically, we measured the probability that a trip will fail as a function of the following variables: Number of meetings taking place during the trip Cumulative time spent in meetings Length of the stay Advance bookings Trip type (domestic, continental or intercontinental) Level of seniority In summary, we present a measurement of business trip success from the perspective of the business traveler. The next step will be to tie this success with key performance indicators typically used in global companies. Linking travel with business goals will help companies manage their travel program more efficiently and better support their strategic priorities. 3

4 2. Introduction Understanding the value of business travel and its ROI is of primary interest to the travel industry. But estimating the ROI for a given business trip is a challenging task. For the investment part of ROI, the productivity loss generated by travel stress [2] must be considered along with the actual expenses. For the return part things are less clear when it comes to quantifying a trip s value or understanding what makes a trip succeed or fail. This research addresses these challenges. The data used for this study was collected in a large-scale business traveler survey conducted by CWT between May and October The paper is structured as follows: Section 3 highlights the main purpose of travel, the outcomes travelers expect from their business trips and meetings, and the reasons why positive results are occasionally not achieved. Section 4 presents a first measure of the value of a business trip, and we introduce a classification of business trips based on this measure. We show that most business trips are successful and that low-outcome trips are typically the exception, not the rule. Section 5 is dedicated to analyzing the drivers and patterns of failure for business trips. These insights will serve to better recognize, anticipate and ultimately prevent unsuccessful trips in order to improve the overall ROI of business travel. Section 6 gives a summary and conclusions of this study. 4

5 3. Travel purpose and business meeting outcomes We conducted an online survey between May and October More than 10,000 business travelers from seven global companies served by CWT completed a questionnaire. 1 To be eligible to participate, travelers were required to have completed at least one trip by air in the preceding 12 months. We investigated the primary purpose for travel. Our findings are presented in Figure 1 and show that most employees travel to meet clients or suppliers (38% combined), followed by team-related meetings (21%). Innovation and R&D Supplier meeting Operations and quality control 10% 7% 7% 31% Client/prospect meeting 11% Events conferences and fairs 13% 21% Training and development Team-related meeting Fig. 1. Respondents primary purpose of travel. We also drilled down to the individual business meeting. In essence, the return of a given business trip is the sum of the returns of all meetings that take place during that trip. Travelers were asked what makes their business meetings valuable, and what causes meetings to fail. The top meeting outcomes are shown in Figure 2 and indicate that value is created along three directions, not mutually exclusive: Externally with business partners (business development, clients service delivery) Internally with colleagues (increased people development or engagement) Individually for the traveler (self-development and networking) Positive outcomes such as increased collaboration, strategic alignment or innovation may present both external and internal benefits. 1 Our recent study on trip approval [1] was largely based on the same data, with one difference: in the one-month interval between releasing our two studies, 100 additional answers were collected, bringing the total to 10,050. 5

6 Networking Other - 3% Self-development Employee engagement People development 7% 6% 5% 4% 21% Business development 7% 15% Quality control Innovation 8% 11% 13% Client service delivery Strategic alignment Increased collaboration Fig. 2. Top meeting outcomes as reported by business travelers. Travelers reported that when a meeting is unsuccessful, it is mainly due to a lack of preparation (40%) or a lack of a clear agenda (16%). Other reasons given by respondents include: Trip s costs in relation to its benefits (10%) Lack of participation (10%) Lack of an action plan (6%) Too many participants (5%) Not reaching set goals (4%) With an understanding of what travelers expect from their business meetings, we measured the success of a business trip. 6

7 4. The success of a business trip A simple measurement of the value of the trip can be obtained by asking travelers how useful their last trip was. In addition, we also inquired about other factors such as destination type, advance booking, length of stay, etc. This allowed us to build a sample of 10,000 trips whose characteristics, including success, are known. 2 The usefulness of the trip was rated on a scale of 1 to 5, with 5 corresponding to the best rating. The breakdown of the 10,000 trips by reported rating is shown in Figure 3 and demonstrates that business travel is a worthy investment: 88% of trips are perceived as successful (scores of 4 and 5). 9.5% of trips have an average outcome (score of 3). 2.5% of trips are seen as not useful (scores of 1 and 2), indicating that the return is outweighed by the total cost of the trip (including travel stress). 88% of trips are perceived as successful by travelers 50% 44% 44% % of trips 30% 10% 1% 2% 10% Trip value Fig. 3. How valuable are business trips? The average trip rating was 4.3 indicating a high degree of overall success. Are lower results anticipated before the trip? For the trips showing average and below-average returns we asked travelers if these low results were expected before the trip: 7 For the lowest-rated trips (score of 1), the low return had been anticipated by 68% of the travelers. For trips rated 2 or 3, the low return had been anticipated by 56% and 43% of the travelers, respectively. There is a sizeable fraction of travelers who foresee the low results prior to the trip. The lower the success of a trip, the more likely it is for the traveler to have anticipated it prior to the trip. These findings indicate there is an element of predictability to failure. The next section investigates this in detail. 2 Given the respondent selection criterion, these trips had been completed within the past 12-month period.

8 5. Reasons behind unsuccessful trips As seen in Figure 3, almost 9 out of every 10 trips received high or very high ratings. Given that success is by far the norm for business trips, what causes some trips to fail? We measured the unsuccessful trip rates, or trip failure rates, in different subsamples of trips. Failure rates are defined as trips receiving low (1 or 2) or average (3) value ratings. For this measurement, we scanned different trip variables (such as advance booking and trip length) and analyzed the impact they had on the trip failure rates. The results are presented below. Number of meetings attended during the trip If the return on a given trip is the sum of the returns of the meetings which took place during that trip, then more meetings will generate more value and implicitly fewer failed trips. This is our observation, as illustrated in Figure 4 (left): A trip with only one meeting produces an unsatisfactory result 19% of the time. This is reduced by a factor of 2 when the number of meetings increases to 6 or more. As a rule-of-thumb, every additional meeting reduces the probability of an unsuccessful trip by about 10%. Number of meetings Time spent in meetings 6 or more % 5% 10% 15% 20% % of unsuccessful trips Over 2 days 2 days 4-8 hours 2-4 hours 1 hour or less 0% 10% 20% 30% % of unsuccessful trips Score 1 or 2 Score 3 Fig. 4. Trip failure rates as a function of the number of meetings attended during the trip (left) and cumulative time spent in meetings (right). This illustrates the additive nature of return: more meetings (or time) lead to a better ROI. every additional meeting lowers the probability of an unsuccessful trip by 10% 8

9 Related to the number of meetings is the time spent in meetings during the trip (Figure 4, right chart). In 38% of the unsuccessful trips the cumulative meeting time was four hours or less. When the cumulative meeting time is one hour or less, the probability of an unsuccessful trip is 28%. This probability is reduced to 8% when meetings take up a total of two days or more. Given that the number of meetings and the associated time are important for the success of the trip, we investigated the importance of the length of the stay. Length of stay There are two factors which make the length of stay relevant for business success. The first one is that during a longer trip a traveler is able to fit more meetings and thus derive more value. The second factor is advanced booking: longer trips tend to be booked earlier, and so more time is available to travelers for meeting planning and preparation. Figure 5 shows how the probability of low-result trips reduces with increasing length of stay. 5 nights or more Length of stay 2 to 4 nights 1 night same-day trip 0% 4% 8% 12% 16% % of unsuccessful trips Score 1 or 2 Score 3 Fig. 5. Trip failure rates as a function of the length of stay. On average, longer trips fail less often. 9

10 Advance booking Advance booking has a strong impact on the probability of a bad trip. The longer the trip is booked in advance, the less likely it is to fail. The date of planning the trip is also important. Early planning allows travelers sufficient time to book their trips and arrange their meetings. Figure 6 shows the failure rate as a function of the advance booking range: A trip booked less than 3 days in advance has a 21% chance of being unsuccessful. The probability of a low outcome (scores 1 or 2) decreases three-fold when the advance booking period is increased from less than 3 days to 15 days or more. More than two weeks in advance When did you book your trip? 1 to 2 weeks in advance 3 to 7 days in advance Less than 3 days in advance 0% 5% 10% 15% 20% 25% % of unsuccessful trips Score 1 or 2 Score 3 Fig. 6. Trip failure rates as a function of advance booking range. Trips booked close to departure day are the most likely to fail. Trip type We have measured the failure rates for the three main trip types: domestic, continental and intercontinental. Our results show that: The probability of having an unsuccessful trip is the highest for domestic travel (14%). For continental and intercontinental trips this probability is 12% and 9%, respectively. Explaining this decrease is the fact that international trips are typically longer and booked earlier, so more meetings can be better arranged and prepared. 10

11 Traveler job level Besides the trip conditions, we also considered factors related to the traveler, such as seniority. The highest rates of unsuccessful trips (15-16%) were observed for employees at the administrative or associate levels. The probability decreases to 11% and 7% for the manager-level and director-level employees, respectively. The trend reverses at the level of vice-president and above (11%); this is related to the higher demand for frequent travel on corporate executives, which ultimately reduces the advance booking and meeting preparation time. Other factors Lastly, our analysis revealed that the trip failure rates are not significantly impacted by: Traveler gender: Male and female travelers are equally likely to have an unsuccessful trip. Traveling alone or with colleagues. How often the traveler visits the destination. Traveler s geographical region (failure rates are within 10%-13% for all regions). Financial impact estimation To assess the financial impact of unsuccessful trips, we take the case of a company with 1,000 travelers, taking a total of 5,000 air trips annually: Assuming an average cost (air ticket and hotel accommodation) of $1,000 per trip, the total travel spend is $5,000,000. In the previous section we found the rate of unsuccessful trips (scores of 1, 2, and 3) to be 12%. Assuming they account for a proportional amount of travel spend, this represents $600,000. Table 1 presents three scenarios for reducing trip failure. By requiring each trip to have at least two meetings and over four hours of combined meeting time, the unsuccessful trip spend is reduced by $160,000 (or 27%). To summarize, more than a quarter of the unsuccessful trips could be eliminated by increasing meeting quantity and time. Scenario for increasing trip success Each trip has a minimum of two meetings Each trip has over four hours in combined meeting time Each trip has a minimum of two meetings and over four hours in combined meeting time Unsuccessful trips (%) Unsuccessful trip spend ($) Savings ($) 10.5% $525,000 $75, % $520,000 $80, % $440,000 $160,000 Tab. 1. Scenarios for increasing trip success. For a company with 1,000 travelers, unsuccessful trips account for roughly $600,000, annually. 27% of this spend can be controlled 11

12 6. Conclusions This publication brings forward two new elements related to the value of business travel: First, we provide a measurement of business travel success. We find that 88% of business trips are considered successful by travelers. This value is comparable with the travel approver estimate of 80% reported in our previous study [1]. Second, we find that the probability of a successful trip is related to: The number of meetings and the cumulative meeting time The length of the stay The advance booking range Trip type The traveler s seniority While some of the findings are intuitive, our analysis validates that intuition through quantitative results. In conclusion, the results presented here enhance our knowledge and understanding of business travel success. Our next step is to tie this success with business KPIs specific to the purpose of the trip to allow companies better manage travel as a strategic activity supporting corporate goals. 7. Bibliography [1] CWT Solutions Group, Trip Approval in Global Companies (2014). [2] CWT Solutions Group, Travel Stress Index: The Hidden Costs of Business Travel - A New Industry Direction to Improve Traveler Wellbeing and Corporate Productivity (2013). 12

13 CWT Carlson Wagonlit Travel is committed to promoting environmental sustainability.

Trip approval in global companies

Trip approval in global companies Trip approval in global companies Contents 1. Executive summary...3 2. Introduction...4 3. Travel approvers...5 4. Trip approval process...7 5. Outcome of the trip approval process...10 6. Conclusions...12

More information

Travel Stress Index The Hidden Costs of Business Travel

Travel Stress Index The Hidden Costs of Business Travel Travel Stress Index The Hidden Costs of Business Travel A New Industry Direction to Improve Traveler Wellbeing and Corporate Productivity 2 Foreword Our journey started in June 2012, when we first introduced

More information

Gender differences in booking business travel

Gender differences in booking business travel Gender differences in booking business travel Advance booking behavior and associated financial impact 2016 Executive Summary As travel becomes more personalized, there is an increasing need to understand

More information

T&E Decision Tree. Understanding corporate spending patterns. A strategic approach to travel and expense analysis

T&E Decision Tree. Understanding corporate spending patterns. A strategic approach to travel and expense analysis T&E Decision Tree Understanding corporate spending patterns A strategic approach to travel and expense analysis 2015 1. Executive summary Contents The return on investment (ROI) of business travel is a

More information

2013 Market Profile: Saudi Arabia

2013 Market Profile: Saudi Arabia U.S. Department of Commerce International Trade Administration National Travel and Tourism Office Market Profile: Market Profile: Visitation Trends (Arrivals) [Thousands of Visitors] 2006 2007 2008 2009

More information

Summary Ph.D. thesis Fredo Schotanus Horizontal cooperative purchasing

Summary Ph.D. thesis Fredo Schotanus Horizontal cooperative purchasing Summary Ph.D. thesis Fredo Schotanus Horizontal cooperative purchasing Purchasing in groups is a concept that is becoming increasingly popular in both the private and public sector. Often, the advantages

More information

FCm Travel Solutions- FAQ Guide

FCm Travel Solutions- FAQ Guide FCm Travel Solutions- FAQ Guide 1. Can I still use my speed code with Carlson Wagonlit or Travel By Design (formerly Ruse Travel)? As of May 1 st you can no longer use your speedcode with Carlson Wagonlit

More information

What Leil Needs to Know To Help Make Your Meeting a Success

What Leil Needs to Know To Help Make Your Meeting a Success What Leil Needs to Know To Help Make Your Meeting a Success Thank you for taking the time to supply this information. The more prepared we are, the better we can tailor and personalize the message. To

More information

SalesLogix Advanced Analytics

SalesLogix Advanced Analytics SalesLogix Advanced Analytics SalesLogix Advanced Analytics Benefits Snapshot Increase organizational and customer intelligence by analyzing data from across your business. Make informed business decisions

More information

Welcome to the CWT Travel Management Institute research series

Welcome to the CWT Travel Management Institute research series Welcome to the CWT Travel Management Institute research series The CWT Travel Management Institute conducts in-depth research into effective travel management practices to help clients of Carlson Wagonlit

More information

Tourist Destination Questionnaire

Tourist Destination Questionnaire Tourist Destination Questionnaire Dear Sir or Madam! Good morning/afternoon and welcome to our tourist destination. We are pleased that you decided to stay here. If you have spent at least one night at

More information

Keynote: How to Implement Corporate Performance Management (CPM), Pervasive BI & ROI: Hard & Soft

Keynote: How to Implement Corporate Performance Management (CPM), Pervasive BI & ROI: Hard & Soft Atre Group, Inc. Keynote: How to Implement Corporate Performance Management (CPM), Pervasive BI & ROI: Hard & Soft Shaku Atre Atre Group, Inc. 2222 East Cliff Drive, Suite#216 Santa Cruz, CA 95062 831.460.9300

More information

Travel pros and cons of the use of tourism statistics as a source

Travel pros and cons of the use of tourism statistics as a source Travel pros and cons of the use of tourism statistics as a source Selma M. Mulalic Nordic meeting Stockholm, September 2012 Settlements statistics terminated Settlements statistics terminated by end 2004

More information

User s Guide Online train ticket reservations

User s Guide Online train ticket reservations User s Guide Carlson Wagonlit Travel Online Helpdesk Tel. +358 (0)205 615 531 E-mail: Copyright 2007-2013 CWT TABLE OF CONTENTS 1 Login through the CWT Portal... 3 2... 4 2.1 Domestic train tickets...

More information

ANTHALIA PRODUCT MANAGEMENT OBSERVATORY EXTRACT REPORT MARCH 2015

ANTHALIA PRODUCT MANAGEMENT OBSERVATORY EXTRACT REPORT MARCH 2015 ANTHALIA PRODUCT MANAGEMENT OBSERVATORY EXTRACT REPORT MARCH 2015 This document is the property of Anthalia and is delivered in confidence for personal use only. It is not allowed to copy this report If

More information

Marketing Plan Development 101: The Importance of Developing a Marketing Plan for Public Transit Agencies & Commuter Assistance Programs

Marketing Plan Development 101: The Importance of Developing a Marketing Plan for Public Transit Agencies & Commuter Assistance Programs Marketing Plan Development 101: The Importance of Developing a Marketing Plan for Public Transit Agencies & Commuter Assistance Programs Mark Glein, PhD, Marketing Florida State University Marketing Plan

More information

PAYMENT PROTECTION INSURANCE RESEARCH

PAYMENT PROTECTION INSURANCE RESEARCH PAYMENT PROTECTION INSURANCE RESEARCH ANALYTICAL REPORT NOVEMBER 2015 ABOUT COMRES ComRes provides specialist research and insight into reputation, public policy and communications. It is a founding member

More information

MSU IDEA Pilot Study Preliminary Results

MSU IDEA Pilot Study Preliminary Results MSU IDEA Pilot Study Preliminary Results This document was a quick attempt to share what was learned from the pilot of a new course evaluation form created and administered by the IDEA Center (http://ideaedu.org/services/student-ratings).

More information

RFP GUIDELINES REQUEST FOR PROPOSALS FOR RELOCATION MANGEMENT AND GLOBAL MOBILITY SERVICES

RFP GUIDELINES REQUEST FOR PROPOSALS FOR RELOCATION MANGEMENT AND GLOBAL MOBILITY SERVICES REQUEST FOR PROPOSALS FOR RELOCATION MANGEMENT AND GLOBAL MOBILITY SERVICES INTRODUCTION A Request for Proposal (RFP) can be a key component in the selection process when an organization is choosing a

More information

Quality assurance in an Agile delivery method

Quality assurance in an Agile delivery method Quality assurance in an Agile delivery method Guy Nelson (Quality Manager, Fidelity International) Barbara Roberts (Accredited DSDM Consultant) April 2006 Agenda The Challenges to Quality Assurance CMMi

More information

Key Findings ASIC Report 419. Australian Financial Attitudes and Behaviour Tracker Wave 1: March August 2014

Key Findings ASIC Report 419. Australian Financial Attitudes and Behaviour Tracker Wave 1: March August 2014 ASIC Report 419 Wave 1: March August 2014 Australian Securities and Investments Commission December 2014 Contents INTRODUCTION 3 KEY FINDINGS 9 Financial attitudes 10 Keeping track of finances 11 Planning

More information

Stress Triggers for Business Travelers. Traveler Survey Analysis

Stress Triggers for Business Travelers. Traveler Survey Analysis Stress Triggers for Business Travelers Traveler Survey Analysis Contents 1. Executive Summary...3 2. Introduction...5 3. Object and Scope of the Study...5 3.1 Respondent Demographics... 5 3.2 Stress Trigger

More information

ASIA PACIFIC BUSINESS TRAVELLER RESEARCH 2011

ASIA PACIFIC BUSINESS TRAVELLER RESEARCH 2011 ASIA PACIFIC BUSINESS TRAVELLER RESEARCH 2011 1 Asia Pacific Business Traveller Research 2011 FOREWORD Evan Lewis Vice President Communications - Asia Pacific Accor Asia Pacific In keeping with its position

More information

Coastal Restoration Spending in Louisiana Economic Impact Analysis

Coastal Restoration Spending in Louisiana Economic Impact Analysis Coastal Restoration Spending in Louisiana Economic Impact Analysis Louisiana Workforce Commission www.lmi.laworks.net/green September 2011 In 2009, Louisiana and Mississippi partnered to research economic

More information

IBM SPSS Direct Marketing 23

IBM SPSS Direct Marketing 23 IBM SPSS Direct Marketing 23 Note Before using this information and the product it supports, read the information in Notices on page 25. Product Information This edition applies to version 23, release

More information

Using Survey Research to Evaluate Communications Campaigns

Using Survey Research to Evaluate Communications Campaigns Using Survey Research to Evaluate Communications Campaigns Prepared for the Communications Consortium Media Center Belden Russonello & Stewart November 2004 Introduction When should a non-profit communications

More information

How U.S. News Calculated the 2015 Best Colleges Rankings

How U.S. News Calculated the 2015 Best Colleges Rankings How U.S. News Calculated the 2015 Best Colleges Rankings Here's how you can make the most of the key college statistics. The U.S. News Best Colleges rankings can help prospective students and their families

More information

CW Government Travel Inc. Data Protection and Privacy Policy

CW Government Travel Inc. Data Protection and Privacy Policy CW Government Travel Inc. Data Protection and Privacy Policy Last updated 25 August 2014 Why do we collect personal data? This Data Protection and Privacy Policy explains how CW Government Travel, Inc.,

More information

CWT ViewPoint: CWT ViewPoint The Impact of Oil Prices and Fuel Surcharges on Corporate Travel. Perspective on industry-shaping developments

CWT ViewPoint: CWT ViewPoint The Impact of Oil Prices and Fuel Surcharges on Corporate Travel. Perspective on industry-shaping developments CWT ViewPoint: Perspective on industry-shaping developments September 2015 Americas CWT ViewPoint The Impact of Oil Prices and Fuel Surcharges on Corporate Travel Similar to the correlation between fuel

More information

IBM SPSS Direct Marketing 22

IBM SPSS Direct Marketing 22 IBM SPSS Direct Marketing 22 Note Before using this information and the product it supports, read the information in Notices on page 25. Product Information This edition applies to version 22, release

More information

File Governance Provides the Management in MFT White Paper December 2011

File Governance Provides the Management in MFT White Paper December 2011 File Governance Provides the Management in MFT White Paper December 2011 ISSUED BY: Jonathan Lampe Chief Analyst File Transfer Consulting Peter Sedgwick Product Marketing Primeur www.primeur.com Primeur

More information

The metrics that matter

The metrics that matter WHITE PAPER The metrics that matter How actionable analytics can transform field service management performance. www. Introduction The top strategic action for two-thirds of service organisations is to

More information

Analysis of Employee Contracts that do not Guarantee a Minimum Number of Hours

Analysis of Employee Contracts that do not Guarantee a Minimum Number of Hours Analysis of Employee Contracts that do not Guarantee a Minimum Number of Hours Coverage: GB Date: 30 April 2014 Geographical Area: GB Theme: Labour Market 1. Summary There is no legal definition of zero-hours

More information

Actenum Whitepaper. Scheduling in asset-intensive organizations: is there a better way? Summary

Actenum Whitepaper. Scheduling in asset-intensive organizations: is there a better way? Summary Actenum Whitepaper Summary Scheduling is a critical activity in asset-intensive organizations, with substantial economic impact. Done properly, scheduling maximizes the utilization of valuable assets in

More information

TO: PROVINCE OF FLEVOLAND ADDED VALUE OF CHINA TRADE MISSIONS FLEVOLAND

TO: PROVINCE OF FLEVOLAND ADDED VALUE OF CHINA TRADE MISSIONS FLEVOLAND TO: PROVINCE OF FLEVOLAND ADDED VALUE OF CHINA TRADE MISSIONS FLEVOLAND A RESEARCH ON THE ADDED VALUE OF TRADE MISSIONS TO CHINA FOR BUSINESSES AND INSTITUTES ORGANIZED BY THE PROVINCE OF FLEVOLAND International

More information

The Wisconsin Procedure for Appraisal of Clinical Competence (W-PACC) (1974) EVALUATION OF STUDENT PERFORMANCE

The Wisconsin Procedure for Appraisal of Clinical Competence (W-PACC) (1974) EVALUATION OF STUDENT PERFORMANCE The University of Texas at El Paso, Speech, Hearing and Language Center used the Wisconsin Procedure for Appraisal of Clinical Competence (1974) as the primary basis for establishing our competency system.

More information

to selection. If you have any questions about these results or In the second half of 2014 we carried out an international

to selection. If you have any questions about these results or In the second half of 2014 we carried out an international Candidate Experience Survey RESULTS INTRODUCTION As an HR consultancy, we spend a lot of time talking We ve set out this report to focus on the findings of to our clients about how they can make their

More information

Easily Identify the Right Customers

Easily Identify the Right Customers PASW Direct Marketing 18 Specifications Easily Identify the Right Customers You want your marketing programs to be as profitable as possible, and gaining insight into the information contained in your

More information

Energy Procurement & Sustainability Services Strategy at every stage of your energy and sustainability life cycle

Energy Procurement & Sustainability Services Strategy at every stage of your energy and sustainability life cycle Energy Procurement & Sustainability Services Strategy at every stage of your energy and sustainability life cycle Make the most of your energy SM Global Expertise, Local Knowledge Schneider Electric s

More information

HMRC Tax Credits Error and Fraud Additional Capacity Trial. Customer Experience Survey Report on Findings. HM Revenue and Customs Research Report 306

HMRC Tax Credits Error and Fraud Additional Capacity Trial. Customer Experience Survey Report on Findings. HM Revenue and Customs Research Report 306 HMRC Tax Credits Error and Fraud Additional Capacity Trial Customer Experience Survey Report on Findings HM Revenue and Customs Research Report 306 TNS BMRB February2014 Crown Copyright 2014 JN119315 Disclaimer

More information

Data Mining with SAS. Mathias Lanner mathias.lanner@swe.sas.com. Copyright 2010 SAS Institute Inc. All rights reserved.

Data Mining with SAS. Mathias Lanner mathias.lanner@swe.sas.com. Copyright 2010 SAS Institute Inc. All rights reserved. Data Mining with SAS Mathias Lanner mathias.lanner@swe.sas.com Copyright 2010 SAS Institute Inc. All rights reserved. Agenda Data mining Introduction Data mining applications Data mining techniques SEMMA

More information

Best Practices in Data Visualizations. Vihao Pham January 29, 2014

Best Practices in Data Visualizations. Vihao Pham January 29, 2014 Best Practices in Data Visualizations Vihao Pham January 29, 2014 Agenda Best Practices in Data Visualizations Why We Visualize Understanding Data Visualizations Enhancing Visualizations Visualization

More information

CEO Survey 2015. Czech Republic Respondents: 105. Your Leadership Partner

CEO Survey 2015. Czech Republic Respondents: 105. Your Leadership Partner CEO Survey 2015 Czech Republic Respondents: 105 Your Leadership Partner 2015 CEO Survey Commentary This, our fourth annual CEO survey, provides interesting comparisons with the three previous surveys of

More information

Best Practices in Data Visualizations. Vihao Pham 2014

Best Practices in Data Visualizations. Vihao Pham 2014 Best Practices in Data Visualizations Vihao Pham 2014 Agenda Best Practices in Data Visualizations Why We Visualize Understanding Data Visualizations Enhancing Visualizations Visualization Considerations

More information

Talent Management Data Mining: Discovering Gold in LAP 360 Aggregate Data By: Dr. Nick Horney

Talent Management Data Mining: Discovering Gold in LAP 360 Aggregate Data By: Dr. Nick Horney Talent Management Data Mining: Discovering Gold in LAP 360 Aggregate Data By: Dr. Nick Horney The nature of work is changing and has dramatic implications for human resource executives, especially talent-related

More information

How to Implement a Strategic Meeting Program For Your Business

How to Implement a Strategic Meeting Program For Your Business how to smmp. THE A-Z of strategic meeting management programs 1 01 how to smmp? 01 02 what is smmp? 04 03 STEP 1: why 03 04 STEP 2: analysis 05 05 STEP 3: make a plan 09 06 STEP 4: process design 10 07

More information

Perceptions and Preferences of Wellness Travel Destinations of American Travelers

Perceptions and Preferences of Wellness Travel Destinations of American Travelers Journal of Tourism and Hospitality Management June 2015, Vol. 3, No. 1, pp. 23-28 ISSN: 2372-5125 (Print), 2372-5133 (Online) Copyright The Author(s). All Rights Reserved. Published by American Research

More information

COUNCIL POLICY NO. C-6 TITLE: REIMBURSABLE EXPENSES FOR TRAVEL, TRAINING, PROFESSIONAL DEVELOPMENT, AND OTHER CITY BUSINESS

COUNCIL POLICY NO. C-6 TITLE: REIMBURSABLE EXPENSES FOR TRAVEL, TRAINING, PROFESSIONAL DEVELOPMENT, AND OTHER CITY BUSINESS COUNCIL POLICY NO. C-6 TITLE: REIMBURSABLE EXPENSES FOR TRAVEL, TRAINING, PROFESSIONAL DEVELOPMENT, AND OTHER CITY BUSINESS POLICY: REFERENCE: See attachment. Finance Department Staff Report dated 3/20/06,

More information

Accelerated English Classes Report. Fall 2010-Spring 2011

Accelerated English Classes Report. Fall 2010-Spring 2011 English Classes Report Fall 2010-Spring 2011 Prepared by: Office of Institutional Research and Planning September 2011 Highlight of the Findings 1. ENGL 265B was piloted in Fall 2010 and Spring 2011 with

More information

5 PRACTICES. That Improve the Business Impact of Research EFFECTIVE DSTAKEHOLDERS

5 PRACTICES. That Improve the Business Impact of Research EFFECTIVE DSTAKEHOLDERS 5 PRACTICES That Improve the Business Impact of Research 1. ALIGN DIRECTLY WITH KEY STAKEHOLDERS 2. LINK THE WHYS TO THE WHATS OF BIG DATA 3. FOCUS ON METRICS THAT MATTER 4. PROVE RESEARCH ROI 5. GET TO

More information

China Pulse December 20 th, 2011

China Pulse December 20 th, 2011 China Pulse December 20 th, 2011 Business Travel in Mainland China and Hong Kong Understanding the Travel & Behavioral Preferences of Business Travelers in Mainland China and Hong Kong Contents Business

More information

Bethpage Federal Credit Union. Long Island Small Business Survey

Bethpage Federal Credit Union. Long Island Small Business Survey Bethpage Federal Credit Union Long Island Small Business Survey Report Prepared by STONY BROOK UNIVERSITY CENTER FOR SURVEY RESEARCH December 2012 [1] INTRODUCTION Bethpage Federal Credit Union, New York

More information

The Future of Stakeholder Engagement

The Future of Stakeholder Engagement The Future of Stakeholder Engagement Views of Senior European Communicators on Current and Future Best Practice February 2013 Table of contents 3 4 6 11 18 25 28 29 Introduction Key findings The current

More information

Pennsylvania Commission on Crime and Delinquency (PCCD) Research Based Programs Initiative Grantee Outcomes Report Template

Pennsylvania Commission on Crime and Delinquency (PCCD) Research Based Programs Initiative Grantee Outcomes Report Template Pennsylvania Commission on Crime and Delinquency (PCCD) Research Based Programs Initiative Grantee Outcomes Report Template Guidelines for Reporting on Big Brothers Big Sisters As a requirement of funding

More information

How to Doing Business Like a Professional Manager

How to Doing Business Like a Professional Manager LEADERSHIP AND MANAGEMENT IN BOSNIA AND HERZEGOVINA Author: Mile Vasic, PhD Abstract Do BH managers have different management practice than managers in other European countries? What personal and professional

More information

Travelers Cheque (TC) & Gift Cheque (GC) Database - Direct Marketing Strategy: Update on key learnings and next steps

Travelers Cheque (TC) & Gift Cheque (GC) Database - Direct Marketing Strategy: Update on key learnings and next steps Travelers Cheque (TC) & Gift Cheque (GC) Database - Direct Marketing Strategy: Update on key learnings and next steps 1 Background 30000 existing TC customers/100000 Amex CardMembers (CMs) prospects for

More information

Claim Estimates and WorkSafe Premiums

Claim Estimates and WorkSafe Premiums Claim Estimates and WorkSafe Premiums Introduction For employers with annual rateable remuneration of over $200,000 premiums for WorkSafe insurance are calculated taking into account their claims performance

More information

Travel Booking Instructions for Kelly Services/Enbridge Travelers

Travel Booking Instructions for Kelly Services/Enbridge Travelers Travel Booking Instructions for Kelly Services/Enbridge Travelers Register your profile: Link to the online booking tool (Concur Travel) through Kelly s travel agency Carlson Wagonlit Travel: (control

More information

PRODUCT INFORMATION. Monitor Your Business Better.

PRODUCT INFORMATION. Monitor Your Business Better. PRODUCT INFORMATION Monitor Your Business Better. Introduction Policy Compliance Manager (PCM) is a pre-trip approval application that automates the costly, labor-intensive and error-prone manual process

More information

Ipsos / Europ Assistance barometer Europeans Plans and Concerns for the Holidays Summary Ipsos for the Europ Assistance Group May 24th 2012

Ipsos / Europ Assistance barometer Europeans Plans and Concerns for the Holidays Summary Ipsos for the Europ Assistance Group May 24th 2012 Ipsos / Europ Assistance barometer Europeans Plans and Concerns for the Holidays Summary Ipsos for the Europ Assistance Group May 24th 2012 Contacts Ipsos Public Affairs: Fabienne SIMON 01 41 98 92 15

More information

TripBarometer by TripAdvisor

TripBarometer by TripAdvisor TripBarometer by TripAdvisor The World s Largest Accommodation and Traveller Survey Winter 2012 / 2013 1 TABLE OF CONTENTS INTRODUCTION OBJECTIVES EXECUTIVE SUMMARY DETAILED FINDINGS PART ONE: THE TOURIST

More information

SAP BUSINESSOBJECTS SUPPLY CHAIN PERFORMANCE MANAGEMENT IMPROVING SUPPLY CHAIN EFFECTIVENESS

SAP BUSINESSOBJECTS SUPPLY CHAIN PERFORMANCE MANAGEMENT IMPROVING SUPPLY CHAIN EFFECTIVENESS SAP Solution in Detail SAP BusinessObjects Enterprise Performance Management Solutions SAP BUSINESSOBJECTS SUPPLY CHAIN PERFORMANCE MANAGEMENT IMPROVING SUPPLY CHAIN EFFECTIVENESS The SAP BusinessObjects

More information

Standard 6: The student will explain and evaluate the importance of planning for retirement.

Standard 6: The student will explain and evaluate the importance of planning for retirement. TEACHER GUIDE 6.2 RETIREMENT PLANNING PAGE 1 Standard 6: The student will explain and evaluate the importance of planning for retirement. Longevity and Retirement Priority Academic Student Skills Personal

More information

The Iowa State Bar Association. Legal Practice in Iowa. 2011 Economic Survey.indd 1

The Iowa State Bar Association. Legal Practice in Iowa. 2011 Economic Survey.indd 1 The Iowa State Bar Association 2011 Economic Survey of Legal Practice in Iowa 2011 Economic Survey.indd 1 4/25/2012 2:07:55 PM Introduction In the Fall of 2011, The Iowa State Bar Association (ISBA) conducted

More information

Tourism survey for Spanish residents (ETR/FAMILITUR) Q2 2015

Tourism survey for Spanish residents (ETR/FAMILITUR) Q2 2015 28 September 2015 Tourism survey for Spanish residents (ETR/FAMILITUR) Q2 2015 In the second quarter of 2015 Spanish residents made 46.8 million trips. 50.8% were for leisure, 34.6% to visit family or

More information

Adverse Impact Ratio for Females (0/ 1) = 0 (5/ 17) = 0.2941 Adverse impact as defined by the 4/5ths rule was not found in the above data.

Adverse Impact Ratio for Females (0/ 1) = 0 (5/ 17) = 0.2941 Adverse impact as defined by the 4/5ths rule was not found in the above data. 1 of 9 12/8/2014 12:57 PM (an On-Line Internet based application) Instructions: Please fill out the information into the form below. Once you have entered your data below, you may select the types of analysis

More information

Business Travel Purchasing conventional or Internet-based?

Business Travel Purchasing conventional or Internet-based? 2001 B U S I N E S S T R A V E L U P D A T E e P R O C U R E M E N T Business Travel Purchasing conventional or Internet-based? eprocurement TABLE OF CONTENTS Introduction 03 Management Summary05 Situation

More information

IDG Ventures Vietnam Guide to Writing a Business Plan

IDG Ventures Vietnam Guide to Writing a Business Plan IDG Ventures Vietnam Guide to Writing a Business Plan Initial Phase: Formulating the Idea You have a great idea for a company now is the time to do your homework. Before writing a business plan, extensive

More information

Whitepaper. The future of. Expense management. Issued January 2013. 5 remarkable findings. Powered by:

Whitepaper. The future of. Expense management. Issued January 2013. 5 remarkable findings. Powered by: Whitepaper The future of Expense management Issued January 2013 5 remarkable findings Powered by: For almost all classes of businesses in Europe and the United States, expenses form an important part of

More information

Americans Not Taking Advantage of New Smart Phone Capabilities Younger adults and men are most comfortable with new functions

Americans Not Taking Advantage of New Smart Phone Capabilities Younger adults and men are most comfortable with new functions Press Contact: Corporate Communications Harris Interactive 212-539-9600 press@harrisinteractive.com Americans Not Taking Advantage of New Smart Phone Capabilities Younger adults and men are most with new

More information

Higher Performing High Schools

Higher Performing High Schools COLLEGE READINESS A First Look at Higher Performing High Schools School Qualities that Educators Believe Contribute Most to College and Career Readiness 2012 by ACT, Inc. All rights reserved. A First Look

More information

THE ORGANIZER S ROLE IN DRIVING EXHIBITOR ROI A Consultative Approach

THE ORGANIZER S ROLE IN DRIVING EXHIBITOR ROI A Consultative Approach 7 Hendrickson Avenue, Red Bank, NJ 07701 800.224.3170 732.741.5704 Fax www.exhibitsurveys.com White Paper THE ORGANIZER S ROLE IN DRIVING EXHIBITOR ROI A Consultative Approach Prepared for the 2014 Exhibition

More information

California Board of Registered Nursing

California Board of Registered Nursing California Board of Registered Nursing 2006 Survey of Registered Nurses Conducted for the California Board of Registered Nursing by the University of California, San Francisco School of Nursing and Center

More information

Is Your Lead Gen Funnel Top Heavy? White Paper

Is Your Lead Gen Funnel Top Heavy? White Paper Is Your Lead Gen Funnel Top Heavy? White Paper Randy Brown Marketing Communications, Inc. White Paper Is Your Lead Gen Funnel Top Heavy? Did you ever fill a funnel with a liquid faster than the contents

More information

STAFF PERFORMANCE EVALUATION QUESTIONNAIRE

STAFF PERFORMANCE EVALUATION QUESTIONNAIRE STAFF PERFORMANCE EVALUATION QUESTIONNAIRE JOB PERFORMANCE OF: EVALUATION PERIOD: FROM TO DATE: Dear Colleague: The assessment procedure for Support Staff includes evaluations by co- workers and other

More information

Methods. and Schnieder, Reichheld and Sasser, Knight, Gans, Koole, and Mandelbaum, and others.

Methods. and Schnieder, Reichheld and Sasser, Knight, Gans, Koole, and Mandelbaum, and others. Methods The link between positive call center service and high levels of customer satisfaction has been established through numerous studies such as Genyses, Right Now Technologies, McColl and Schnieder,

More information

Marketing Automation

Marketing Automation Marketing Automation Benchmark Summary Report The most challenging obstacles to marketing automation success in the year ahead and how marketers plan to overcome them. Ascend2 Research Conducted in Partnership

More information

Making Your 360 Degree Feedback more effective in delivering successful behavioural change

Making Your 360 Degree Feedback more effective in delivering successful behavioural change Making Your 360 Degree Feedback more effective in delivering successful behavioural change Research Findings & The 10 Key Questions for Success By Jo Ayoubi, Senior Consultant, Track Surveys Author of

More information

Tourism strategy 2014-2020

Tourism strategy 2014-2020 Tourism strategy 2014-2020 Tourism strategy for Innovation Norway 2014-2020 Innovation Norway is the National and the Regional Governments policy instrument for value-creating business development across

More information

Travel Request. This document describes the functions used for Creating, Maintaining, Submitting and Approving Travel Requests and Expense Reports.

Travel Request. This document describes the functions used for Creating, Maintaining, Submitting and Approving Travel Requests and Expense Reports. Travel Request This document describes the functions used for Creating, Maintaining, Submitting and Approving Travel Requests and Expense Reports. In this document: Creating Travel Requests.......................................1

More information

Cost-of-Living-Adjusted Annuities vs. Fixed Income Alternatives

Cost-of-Living-Adjusted Annuities vs. Fixed Income Alternatives Cost-of-Living-Adjusted Annuities vs. Fixed Income Alternatives By Henry K. (Bud) Hebeler 2/2/5 Introduction The potential advent of Private Retirement Accounts (PRA) has caused a number of both liberal

More information

Productivity and Return on Investment from COSMOS Finite Element Analysis Software

Productivity and Return on Investment from COSMOS Finite Element Analysis Software Productivity and Return on Investment from COSMOS Finite Element Analysis Software Prepared by: MIT Sloan School of Management Report prepared for: Structural Research & Analysis Corporation Prepared by:

More information

UNITED STATES DEPARTMENT OF EDUCATION OFFICE OF INSPECTOR GENERAL BACKGROUND

UNITED STATES DEPARTMENT OF EDUCATION OFFICE OF INSPECTOR GENERAL BACKGROUND UNITED STATES DEPARTMENT OF EDUCATION OFFICE OF INSPECTOR GENERAL July 23, 2013 AUDIT SERVICES Control Number ED-OIG/A09L0001 James W. Runcie Chief Operating Officer Federal Student Aid U.S. Department

More information

Measurement and Metrics Fundamentals. SE 350 Software Process & Product Quality

Measurement and Metrics Fundamentals. SE 350 Software Process & Product Quality Measurement and Metrics Fundamentals Lecture Objectives Provide some basic concepts of metrics Quality attribute metrics and measurements Reliability, validity, error Correlation and causation Discuss

More information

PERFORMANCE MEASUREMENT OF INSURANCE COMPANIES BY USING BALANCED SCORECARD AND ANP

PERFORMANCE MEASUREMENT OF INSURANCE COMPANIES BY USING BALANCED SCORECARD AND ANP PERFORMANCE MEASUREMENT OF INSURANCE COMPANIES BY USING BALANCED SCORECARD AND ANP Ronay Ak * Istanbul Technical University, Faculty of Management Istanbul, Turkey Email: akr@itu.edu.tr Başar Öztayşi Istanbul

More information

China s Middle Market for Life Insurance

China s Middle Market for Life Insurance China s Middle Market for Life Insurance May 2014 Sponsored by: SOA International Section SOA Marketing & Distribution Section SOA Research Expanding Boundaries Pool The opinions expressed and conclusions

More information

Make up of a Modern Day Coach. Skills, Experience & Motivations

Make up of a Modern Day Coach. Skills, Experience & Motivations Make up of a Modern Day Coach Skills, Experience & Motivations Introducing the research... As the world s largest training organisation for coaches, the coaching academy has developed a reputation for

More information

Business Intelligence Systems for Analyzing University Students Data

Business Intelligence Systems for Analyzing University Students Data BULGARIAN ACADEMY OF SCIENCES CYBERNETICS AND INFORMATION TECHNOLOGIES Volume 15, No 1 Sofia 2015 Print ISSN: 1311-9702; Online ISSN: 1314-4081 DOI: 10.1515/cait-2015-0009 Business Intelligence Systems

More information

WSB Travel Update Meeting

WSB Travel Update Meeting WSB Travel Update Meeting October 1, 2015 A review of the announced travel policy changes 1 Agenda Review of New Travel Rates & Policies Background Authority Are we doing something different? Applicability/Who

More information

Measuring The Value of Information Security. Maninder Bharadwaj manbharadwaj@deloitte.com 23 th July 2011

Measuring The Value of Information Security. Maninder Bharadwaj manbharadwaj@deloitte.com 23 th July 2011 Measuring The Value of Information Security Maninder Bharadwaj manbharadwaj@deloitte.com 23 th July 2011 Current Challenges Organisations are facing In many service organizations, clients realize that

More information

McKinsey Problem Solving Test Practice Test C

McKinsey Problem Solving Test Practice Test C McKinsey Problem Solving Test Practice Test C 2006 APTMetrics, Inc. 1 Instructions McKinsey Problem Solving Test Practice Test Overview and Instructions This practice test has been developed to provide

More information

2014 RISING SENIORS PERCEPTIONS OF FINANCIAL AID

2014 RISING SENIORS PERCEPTIONS OF FINANCIAL AID 2014 RISING SENIORS PERCEPTIONS OF FINANCIAL AID RUFFALOCODY ENROLLMENT MANAGEMENT DR. RAQUEL BERMEJO, DIRECTOR OF RESEARCH TM 65 Kirkwood North Road SW Cedar Rapids, IA 52406 800.756.7483 www.ruffalocody.com/em

More information

Solvency II Eligibility of Contingent Capital

Solvency II Eligibility of Contingent Capital Solvency II Eligibility of Contingent Capital This article will discuss and analyse contingent capital within the current Solvency II framework, both from its current position and also potential developments

More information

Apigee Institute Survey Special Report Three ROI Criteria to Drive Digital Success

Apigee Institute Survey Special Report Three ROI Criteria to Drive Digital Success Apigee Institute Survey Special Report Three ROI Criteria to Drive Digital Success There is a strong relationship between achieving market-leading performance on digital capabilities and building organizational

More information

Tourism and BoP Statistics in Austria

Tourism and BoP Statistics in Austria Juergen Weiss Austria Baku, Azerbaijan 7-9 November 2012 and BoP in Austria Capacity Building, WS II, Baku 2012 www.statistik.at We provide information About me Jürgen Weiß Education Profession MA in Economics

More information

Enterprise RIM: Building the Business Case. Steve Gens. Bethesda Maryland: February 25, 2014. Managing Partner Gens and Associates, Inc.

Enterprise RIM: Building the Business Case. Steve Gens. Bethesda Maryland: February 25, 2014. Managing Partner Gens and Associates, Inc. Enterprise RIM: Building the Business Case Bethesda Maryland: February 25, 2014 Steve Gens Managing Partner Gens and Associates, Inc. Disclaimer The views and opinions expressed in the following PowerPoint

More information

Volume I Issue V. LVCVA Return on Investment: Operations and Advertising

Volume I Issue V. LVCVA Return on Investment: Operations and Advertising Volume I Issue V Page 1 Applied Analysis was retained by the Las Vegas Convention and Visitors Authority (the LVCVA ) to review and analyze the economic impacts associated with its various operations and

More information

Global Sourcing Shifts

Global Sourcing Shifts Global Sourcing Shifts Have changing economic and political climates made your sourcing strategy obsolete? By Becky Partida Global sourcing is a complex endeavor that involves more than just finding the

More information

Benchmark Report. Email Marketing: Sponsored By: 2014 Demand Metric Research Corporation in Partnership with Ascend2. All Rights Reserved.

Benchmark Report. Email Marketing: Sponsored By: 2014 Demand Metric Research Corporation in Partnership with Ascend2. All Rights Reserved. Benchmark Report Email Marketing: Sponsored By: 2014 Demand Metric Research Corporation in Partnership with Ascend2. All Rights Reserved. TABLE OF CONTENTS 3 Executive Summary 11 Changes to Email Marketing

More information