Data Collection with Handheld

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Presentation transcript:

Data Collection with Handheld United Nations Regional Workshop on the 2020 World Programme on Population and Housing Censuses: International Standards and Contemporary Technologies, Colombo, Sri Lanka, 8-11 May 2018 Session 10 Data Collection with Handheld Electronic Devices Meryem Demirci United Nations Statistics Division

Data collection with handheld electronic devices Advantages and challenges Planning considerations Considerations for selecting handheld devices Data collection application Data transfer Security for data collection with handheld devices Use of geospatial technology during enumeration Field operation management and monitoring Testing the data collection application and systems Re-use/disposition of devices

Advantages Validation checks -between answers and response itself based on max. and min value Automated routing -avoiding incorrect skipping Automated coding -drop-down menu and coding during enumeration such as geographic area Customization of questions –preloaded responses Added features -integration with GPS, digital maps, help materials Improved field management –real time monitoring Reduced time and possibility of reducing costs –no data capture, less time for editing/imputation

Challenges High cost of equipment More time needed for preparation Sufficient technical expertise Physical security Data confidentiality Infrastructure constraints

Planning considerations   Critical factors in planning Census timetable Budget Infrastructure considerations Systems and software design Data transfer and security Technical skills and capacity development

Considerations for selecting handheld devices Overview of devices Tablet computers Laptop (Notebook) computers Smartphones PDAs

Considerations for selecting handheld devices Important features Processor performance and operating system -should not affect the performance of enumerators and data collection application Storage capacity –usually no problem for hundreds of interviews, but requires careful review especially if multimedia features are employed Screen – affects costs and interview performance Battery – more duration is desirable, external batteries can be considered Connectivity options –Wi-Fi, Bluetooth, a cellular connectivity Features of devices that will be used by enumerators, supervisors, IT supervisors are same?

Considerations for selecting handheld devices Acquiring the device Outright purchase Sharing/pooling among agencies/countries Renting Bring your own device (BYOD)-not advised

Data collection application Essential features of CAPI Interface for field users Questionnaire navigation Automatic routing (skipping) Precoding Customizing of questions Data quality control (validation) Case management Data management Support and documentation Other features: collection of operational information

Data collection application Development/acquisition of a CAPI system In-house Outsourcing Configuring existing software Off-the-shelf solution

Data collection application Questionnaire design Adapting a paper questionnaire using the benefits of electronic data collection Matrix format or Sequential format Open-ended or closed questions Data validation (soft/hard edit) Questionnaire layout and design Easily navigation from one topic to another Questionnaire specifications Testing

Data transfer Means of transmission Online Networking Cellular 2G/3G/4G WiFi Bluetooth Synchronization options Online Off-line Servers Web-based FTP (File Transfer Protocol) server (requires an account configured on an FTP server) Cloud-based service

Data transfer Responsibility of field staff for data transfer-two approaches Data transfer by enumerators Data transfer by supervisors Technical considerations for data transfer Estimating volume of data flow (for cellular) Challenges of managing mobile devices over cellular networks Network performance constraints (network coverage and reliability Application performance (how application handles connection and response delays) Risk mitigation in data transmission

Security of data collected with handheld devices Major security threats and vulnerabilities Data stored in the device Physical, disclosure, poor authorization/authentication, use of location services, insecure storage, Bluetooth attack Data in transit Insufficient transport layer protection, network exploits, wifi sniffing, phishing attacks, man-in-the-middle-attacks Aggregated data on the server Insecure data storage, server side controls

Security of data collected with handheld devices Measures to secure data User and device authentication Encryption of stored data Device use policy-restrictions of particular applications to mobile device Use of MDM (mobile device management) technologies Provide secure access to data transfer networks Can be tracked or remotely locked if devices are stolen

Use of geospatial technology Updating and correction of EA maps Workforce management –daily optimized routes, estimated travel time/travel costs Support enumerator’s work in the field through integrating GIS in the data collection process Monitoring and operational management

Field operation management and monitoring Organization of field enumeration Hierarchical structure: central, regional, local (data collection station?) Roles and responsibilities of field staff Regional managers, Supervisors, Enumerators, IT supervisors Technology coordinator and support team Installation of system on device Checking all accessories Assisting in case of hardware/software problems Ensuring that devices are synchronized Additional training of supervisors and enumerators, as needed Recruitment and training (content and technical) Technical support to field staff: IT support team, Call Centre, support in case of emergency

Field operation management and monitoring Management and monitoring system Field management tools HQ and regional manager tools Supervisor’s module Enumerator’s module Management information system for operation control Performance indicators Supervision alerts Geo-tracking tool

Field operation management and monitoring Device use policy Protection and proper handling of the devices Ensuring return of the devices in good condition Securing data confidentiality Preventing unauthorized use of the devices Confining device use to specific work areas Preventing enumerators from entering fabricated data using GPS information Measures for non-compliance-violation device use policy may be subject to disciplinary or legal action

Testing the data collection application and systems Objectives of tests Functionality testing – performance of applications Usability testing –user-friendliness Scenario-based testing – prepared by subject-matter specialists to test CAPI detects entry problems/warnings/errors messages Compatibility/integration testing –other systems such as GIS Acceptability testing – for assessing the complexity of systems and corresponding training procedures/materials Infrastructure stress testing -stability of systems under extreme use/under the influence of external factors Security testing –device security and data security Protocol testing – to establish the frequency and sequence of data transfer

Testing the data collection application and systems Pre-field tests Field tests Pilot Census Field management structure Enumeration process Data collection GIS MIS PES Training of field staff Administrative procedures, including for payment of field staff

Re-use/disposition of devices Strategies for re-use Reuse of devices for other statistical operations, especially censuses Sharing devices other national organisations Sharing devices with other countries Benefits of re-use Optimizing scarce financial resources Reducing environmental footprint Reducing the initial cost of acquisition

Re-use/disposition of devices Necessary for obsolete or damaged devices Scrubbing of sensitive data Early decision necessary Compliance with IT security/environmental requirements