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Published byArmani Hollett Modified over 9 years ago
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Rebecca Clayton 16 th November 2005 Building a case for investment
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Agenda Global research Benchmarking Your action plan
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Methodology 550 organisations 6 sectors CEO’s, MD’s, Senior Managers
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Countries in which the survey was conducted
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Your opportunity to benchmark
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Q 1 - Accuracy What percentage of your database is accurate and complete ?
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A 1 - Accuracy % AccuracyGlobalUK 1 – 24 %00 25 – 49 %13 50 – 74 %85 75 – 99 %7180 100 %148
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Q 2 – Mistakes at data entry What percentage of your database has mistakes in it created at the point of data entry ?
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A 2 – Mistakes at data entry % data with errorsGlobalUK 1 – 5 %3736 6 - 9 %710 10 - 19 %1315 20 - 49 %810 80% of organisations have data which includes errors created at point of entry
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Q 3 – Cost of waste What percentage of revenue do you think inaccurate / incomplete data costs your business from wasted time, lost productivity, and wasted marketing spend ?
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A 3 – Cost of waste % CostGlobalUK 1 – 5 %4642 6 - 10 %74 11 - 15 %53 16 – 20 %34 21 - 30 %11 73% report inaccurate data costs them money On average 6% of annual revenue
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Q 4 – Missed sales What percentage of your annual revenue do you lose from not profiling customers because of data quality issues ?
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A 4 – Missed sales % CostGlobalUK 1 – 5 %4636 6 - 10 %83 11 - 15 %43 16 – 20 %23 21 - 30 %20 75% say inaccurate data results in lost potential sales On average 6.2% of revenue
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Q 5 - Ownership Does your organisation have one owner responsible for the database ? Is this their only job ?
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A 5 – Ownership No. people who own dataGlobal 110 % 22 % 379 % 43 % 51 % 42% have a dedicated database manager Only 3% of these have no other responsibilities
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Q 6 – Company wide strategy Do you have an organisation wide, formal data management strategy ?
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A 6 – Company wide strategy Finance24% Public sector 36% Leisure/travel23% Retail27% Telecoms18% Utilities21% Country% Australia32% Benelux26% France30% Germany16% Singapore20% UK26% US30% Sector% Finance24% Public sector36% Leisure/travel23% Retail27% Telecoms18% Utilities21% UK third equal
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Q 7 – All employees value accuracy Do all employees view database accuracy as an important issue ?
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A 7 – All employees value accuracy Country% Australia41% Benelux44% France32% Germany52% Singapore76% UK58% US47% Sector% Finance46% Public sector42% Leisure/travel44% Retail53% Telecoms54% Utilities44% UK in second place
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Q 8 - Board Level buy in Have data management strategies been discussed at Board level in the last three years ?
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A 8 – Board level buy in Country% Australia8% Benelux7% France9% Germany6% Singapore35% UK21% US35% Sector% Finance16% Leisure/travel16% Retail22% Telecoms25% Utilities9% UK ahead of Europe
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Benchmarking wrap up Accuracy Mistakes at entry Cost of waste Missed sales Ownership Company wide strategy All employees see value Board level buy in 75 – 99% 6% 6.2% 3 people 26% 58% 21% 35% over 6%
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Building action plans Accuracy Mistakes at entry Cost of waste Missed sales Ownership Company wide strategy All employees see value Board level buy in
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Avoid mistakes at entry Get it right first time Avoid database pollution Manage multiple touchpoints
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Gather evidence: compare data from call centre, web, in store, coupon returns Check field design and consistency Avoid mistakes - action plan Set targets for entering perfect record Audit and report on entered data Case study: Equipment supplier
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Company wide strategy List those who can enter data Define data entry standards List owners of data Define ongoing maintenance routines Appoint Data Stewards
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Don’t need to think one up Use templates available Case study: Pharmaceutical company Strategy – action plan
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Getting all employees to care Lack of knowledge of uses of data Show evidence e.g. incorrectly addressed / returned mail Share results Recognise and reward good practice
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Data culture Policies Training Incentives Case study: Automotive industry Caring employees – action plan
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Board level buy in Find a champion at this level Tap into major pain points Financial Compliance Perception Need evidence to justify resource
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Calculate costs Estimate lost revenue Audit compliance Research customer perception Case study: Mail Order Healthcare Board buy in – action plan
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Summary Avoid mistakes at entry Create a company wide strategy Encourage more employees to see value Secure Board level buy in
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Thank you for listening Any Questions?
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