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© Natural Resources Institute Finland © Natural Resources Institute Finland Eija Pouta Heini Ahtiainen, Christine Bertram, Jürgen Meyerhoff, Kristine Pakalniete, Katrin Rehdanz & Janne Artell Collecting spatial data in an international valuation survey: experiences from the BONUS BALTICAPP project

Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

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Page 1: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland© Natural Resources Institute Finland

Eija PoutaHeini Ahtiainen, Christine Bertram, Jürgen Meyerhoff, Kristine Pakalniete, Katrin Rehdanz & Janne Artell

Collecting spatial data in an international valuation survey: experiences from the BONUS BALTICAPP project

Page 2: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Background and objectives of BalticApp

• Benefits from marine ecosystem services • Cost-benefit analysis of nutrient abatement under climate

change• Citizen science• EU Marine Strategy Framework Directive, marine spatial

planning, ecosystem-based management

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Page 3: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Two approaches to collect spatial information

A) Internet survey with maps

B) Mobile application

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Page 4: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

A) Internet survey with maps Features of the survey

• Coordinated surveys in Finland, Germany and Latvia

• Pre-testing: expert reviews, focus groups, pilot

• Representative sample of the population

• Altogether 4800 respondents• Response rates: 15-35%• Valuation methods

– Travel cost method– Contingent behaviour

method– Choice experiment

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Page 5: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Actors in data collection

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Finland, Kantar TNS:

sampling and contact for CAWI

Germany, LightspeedResearch GmbH:

sampling and contactfor CAWI,

some data about the panel

Map-survey company, Mapita: survey platform and data

Latvia, Latvijas FaktiLtd:

sampling and contact for CAWI,

CAPI

Page 6: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Aims for the mapping

• Spatial distribution of recreation

• Travel cost: computational distances and costs

• Contingent behavior: combining measured environmental quality with perceived on site

• Choice experiment: spatial dependencies

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Page 7: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Map questions in the survey

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Page 8: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

ZOOM!

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Page 9: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland9 21.7.2017

Page 10: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Comments from the respondents

• FIN: Approximately 20 respondents sent questions while responding the survey and open text box in the end of survey:

• Main problems– Random locations– Double locations

• -> data cleaning, decision by researcher: buffers, country rules, location rules

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Page 11: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Home locations, raw data

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Page 12: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Recreation sites at the Baltic Sea, raw data

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Page 13: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Success in numbers

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Home locations FIN GER LAT

Sample size (completed responses) 2048 2005 759

Home locations (all points) 2373 1866 861

Home locations (impossible removed) 2300 1822 825

Home locations (duplicates removed) 1653 1391 712

Success rate 0.81 0.69 0.94

Page 14: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Success in numbers

Recreation sites FIN GER LAT

Sample size (completed responses) 2048 2005 759

Baltic Sea visitors 1563 1232 603

Recreation sites on Baltic (all points) 1542 851 619Recreation sites on Baltic (impossible removed) 1496 776 603Recreation sites on Baltic (duplicates removed) 1106 653 546

Success rate 0.71 0.53 0.91

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Page 15: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Problems associate with

• Problems identified by duplicates in the place of recidence– Higher age– Lower income– Male gender– Unemployed and retired people– Non-users

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Page 16: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Lessons learnt

• Focus group and interview testing for the mapping tool needed• International map survey is technically demanding: aim to as

local scale as possible• Create possibilities for double-checking locations• Aim to find a survey company that

– has a respondent panel– experience in choice experiments and other demanding

survey questions– develops actively flexible mapping tools

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Page 17: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

B) Mobile application Open-source application to collect data on the environment and visited places

Aims:• Information for travel cost studies on locations

• Spatially explicit• Words, feelings, photos

• Panel on Baltic Sea visitors (survey contacts)

• To provide a communication platform for • Citizen-to-citizen

(timely environmental information)• Authorities-to-citizens(-to-authorities)

(e.g. the bathing water directive)• Citizen-to-research(-to-citizen)

(citizen reports, surveys, env. Information)

Page 18: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Challenges related to app building

• Gathering interest– The tool is not enough

Marketable purpose + the marketer!

• Technical challenges– Building a tender– App usability (intuitiveness and platform choice)– Bureaucracy and user security

• Budgeting– Asymmetric information – costs vs. possibilities– Project funding vs. continuity

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Keep things simple,

very simple

Page 19: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland19 21.7.2017

Page 20: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland

Thank you!

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Page 21: Collecting spatial data in an international valuation ... · Features of the survey • Coordinated surveys in Finland, Germany and Latvia • Pre-testing: expert reviews, focus groups,

© Natural Resources Institute Finland21 21.7.2017Teppo Tutkija