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Elina M. Mattila

20052019
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Research Output 2005 2019

2019

Field study of a web service for stimulating the positive side of stress: Entrepreneurs' experiences and design implications

Heikkilä, P., Mattila, E. & Ainasoja, M., 28 Oct 2019, In : BMC Medical Informatics and Decision Making. 19, 1, 200.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Job Description
Learning
Health
Surveys and Questionnaires

The NoHoW protocol: a multicentre 2×2 factorial randomised controlled trial investigating an evidence-based digital toolkit for weight loss maintenance in European adults

Scott, S. E., Duarte, C., Encantado, J., Evans, E. H., Harjumaa, M., Heitmann, B. L., Horgan, G. W., Larsen, S. C., Marques, M. M., Mattila, E., Matos, M., Mikkelsen, M-L., Palmeira, A. L., Pearson, B., Ramsey, L., Sainsbury, K., Santos, I., Sniehotta, F., Stalker, C., Teixeira, PJ. & 1 others, Stubbs, R. J., 30 Sep 2019, In : BMJ Open. 9, 9, p. e029425 e029425.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Weight Loss
Randomized Controlled Trials
Maintenance
Emotions
Motivation
2018

Citizen-Centric Web-Based Health Profiling Service: A Service Concept and a Profiling Method

Honka, A., Vainikainen, S., Similä, H., Mattila, E. M., Leppänen, J., Kinnunen, T. & Ermes, M., 1 Jul 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Institute of Electrical and Electronic Engineers IEEE, p. 5749-5752 4 p. 8513535

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Health Services
Health
Decision Making
1 Citation (Scopus)

Designing a eustress toolbox: From entrepreneur experiences to an online service

Heikkilä, P., Mattila, E. & Ainasoja, M., Aug 2018, In : Human Technology. 14, 2, p. 233-257 25 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
online service
entrepreneur
experience
Productivity
reflexivity
2017
6 Citations (Scopus)

Psychological flexibility mediates change in intuitive eating regulation in acceptance and commitment therapy interventions

Sairanen, E., Tolvanen, A., Karhunen, L., Kolehmainen, M., Järvelä-Reijonen, E., Lindroos, S., Peuhkuri, K., Korpela, R., Ermes, M., Mattila, E. M. & Lappalainen, R., 1 Jun 2017, In : Public Health Nutrition. 20, 9, p. 1681-1691 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Acceptance and Commitment Therapy
Eating
Psychology
Weights and Measures
Sense of Coherence
2016

Usage and Dose Response of a Mobile Acceptance and Commitment Therapy App: Secondary Analysis of the Intervention Arm of a Randomized Controlled Trial

Mattila, E., Lappalainen, R., Välkkynen, P., Sairanen, E., Lappalainen, P., Karhunen, L., Peuhkuri, K., Korpela, R., Kolehmainen, M. & Ermes, M., 2016, In : JMIR Mhealth and Uhealth. 4, 3, 14 p., e90.

Research output: Contribution to journalArticleScientificpeer-review

Acceptance and Commitment Therapy
Randomized Controlled Trials
Psychology
Mobile Applications
Cell Phones
2015

User experiences of a mobile mental well-being intervention among pregnant women

Muuraiskangas, S., Mattila, E. M., Kyttälä, P., Koreasalo, M. & Lappalainen, R., 24 Sep 2015, Pervasive Computing Paradigms for Mental Health: MindCare 2015. Serino, S., Matic, A., Lopez, G. & Cipresso, P. (eds.). Springer, p. 140-149 (Communications in Computer and Information Science, Vol. 604).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Acceptance and Commitment Therapy
Pregnant Women
Postpartum Depression
Pregnancy
Cell Phones
2014
18 Citations (Scopus)

The effectiveness and applicability of different lifestyle interventions for enhancing wellbeing: The study design for a randomized controlled trial for persons with metabolic syndrome risk factors and psychological distress

Lappalainen, R., Sairanen, E., Järvelä, E., Rantala, S., Korpela, R., Puttonen, S., Kujala, U. M., Myllmäki, T., Peuhkuri, K., Mattila, E., Kaipainen, K., Ahtinen, A., Karhunen, L., Pihlajamäki, J., Järnefelt, H., Laitinen, J., Kutinlahti, E., Saarelma, O., Ermes, M. & Kolehmainen, M., 2014, In : BMC Public Health. 14, 16 p., 310.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Life Style
Randomized Controlled Trials
Psychology
Mindfulness
Health
22 Citations (Scopus)

Weight Rhythms: Weight Increases during Weekends and Decreases during Weekdays

Orsama, A-L., Mattila, E., Ermes, M., van Gils, M., Wansink, B. & Korhonen, I., 2014, In : Obesity Facts. 7, 1, p. 36-47 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
weekend
eating habits
Weights and Measures
sleep
fluctuation
2013
31 Citations (Scopus)

Feasibility of a Personal Health Technology-Based Psychological Intervention for Men with Stress and Mood Problems: Randomized Controlled Pilot Trial

Lappalainen, P., Kaipainen, K., Lappalainen, R., Hoffrén, H., Myllymäki, T., Kinnunen, M-L., Mattila, E. M., Happonen, A. P., Rusko, H. & Korhonen, I., 2013, In : JMIR Research Protocols. 2, 1

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Biomedical Technology
Randomized Controlled Trials
Psychology
Technology
Aptitude
53 Citations (Scopus)

Mobile mental wellness training for stress management: Feasibility and design implications based on a one-month field study

Ahtinen, A., Mattila, E. M., Välkkynen, P., Kaipainen, K., Vanhala, T., Ermes, M., Sairanen, E., Myllymäki, T. & Lappalainen, R., 2013, In : JMIR Mhealth and Uhealth. 1, 2, e11.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Mobile Applications
Acceptance and Commitment Therapy
Psychology
Problem-Based Learning
Feasibility Studies

Oiva: Mobiilisovellus mielen hyvinvoinnin harjoittamiseen

Kaipainen, K., Mattila, E. M., Ahtinen, A., Välkkynen, P., Ruutikainen, P., Vanhala, T., Ermes, M., Sairanen, E., Myllymäki, T., Lappalainen, R., Lappalainen, P., Kaartinen, J. & Räsänen, P., 2013.

Research output: Contribution to conferenceOther conference contributionProfessional

32 Citations (Scopus)

Personal health technologies in employee health promotion: Usage activity, usefulness, and health-related outcomes in a 1-year randomized controlled trial

Mattila, E. M., Orsama, A-L., Ahtinen, A., Hopsu, L., Leino, T. & Korhonen, 2013, In : JMIR Mhealth and Uhealth. 1, 2, e16.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Biomedical Technology
Occupational Health
Health Promotion
Randomized Controlled Trials
Technology
2012

Oiva: a mobile phone intervention for improving psychological flexibility

Mattila, E. M., Kaipainen, K., Vanhala, T., Ermes, M. & Lappalainen, R., 2012, Proceedings of the 42nd Annual Congress of the European Association of Behavioural and Cognitive Therapy (EABCT): Geneve, 29 Aug.- 1 Sept. 2012. 102

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Acceptance and Commitment Therapy
Mobile Applications
Cell Phones
Psychology
Mental Disorders

Oiva - A mobile phone intervention for psychological flexibility and wellbeing

Ahtinen, A., Välkkynen, P., Mattila, E., Kaipainen, K., Ermes, M., Sairanen, E., Myllymäki, T. & Lappalainen, R., 2012, Designing for Wellness and Behavior Change workshop proceedings. Association for Computing Machinery ACM, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Mobile phones
Medical problems
2011

Technology Acceptance Model for Mobile Services as a Design Framework

Kaasinen, E., Mattila, E. M., Lammi, H., Kivinen, T. & Välkkynen, P., 2011, Human-Computer Interaction and Innovation in Handheld, Mobile and Wearable Technologies. Lumsden, J. (ed.). Hershey, USA: IGI Global, p. 80-107 28 p.

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

Mobile devices
2010
61 Citations (Scopus)

Empowering citizens for well-being and chronic disease management with wellness diary

Mattila, E. M., Korhonen, I., Salminen, J. H., Ahtinen, A., Koskinen, E., Särelä, A., Pärkkä, J. & Lappalainen, R., 2010, In : IEEE Transactions on Information Technology in Biomedicine. 14, 2, p. 456-463

Research output: Contribution to journalArticleScientificpeer-review

5 Citations (Scopus)

Facilitation of goal-setting and follow-up in an internet intervention for health and wellness

Kaipainen, K., Mattila, E. M., Kinnunen, M-L. & Korhonen, I., 2010, Persuasive Technology, PERSUASIVE 2010 . Springer, p. 238-249 (Lecture Notes in Computer Science, Vol. 6137).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Internet
Health
Workload
Health Care Costs
Mental Health
2 Citations (Scopus)

Personal Health Systems: Opportunities and Barriers for Adoption

Korhonen, I., Mattila, E. M. & van Gils, M., 2010, Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology. Institute of Electrical and Electronic Engineers IEEE

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Open Access
Alzheimer Disease
Health
Clinical Decision Support Systems
Data Mining
Early Diagnosis
32 Citations (Scopus)

Use of a mobile phone diary for observing weight management and related behaviours

Mattila, E. M., Lappalainen, R., Pärkkä, J., Salminen, J. & Korhonen, I., 2010, In : Journal of Telemedicine and Telecare. 16, 5, p. 260-264

Research output: Contribution to journalArticleScientificpeer-review

Cell Phones
Weights and Measures
Weight Loss
2009
4 Citations (Scopus)

A Concept to Empower Self-Management of Psychophysiological Wellbeing: Preliminary User Study Experiences

Happonen, A., Kaipainen, K., Väätänen, A., Kinnunen, M-L., Myllymäki, T., Lappalainen, P., Tuomela, H., Rusko, H., Mattila, E. M., Lappalainen, R. & Korhonen, I., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC`09. Piscataway: Institute of Electrical and Electronic Engineers IEEE, p. 312-315

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Self Care
Biomedical Technology
Health
Health Promotion
Health Care Costs
36 Citations (Scopus)

Compliance and technical feasibility of long-term health monitoring with wearable and ambient technologies

Merilahti, J., Pärkkä, J., Antila, K., Paavilainen, P., Mattila, E., Malm, E-J., Saarinen, A. & Korhonen, I., 2009, In : Journal of Telemedicine and Telecare. 15, 6, p. 302-309

Research output: Contribution to journalArticleScientificpeer-review

Compliance
Assisted Living Facilities
Technology
Vocational Rehabilitation
Health

Developing a novel service concept for wellbeing management: Methodological perspective to the concept definition

Ikonen, V., Korhonen, I., Mattila, E. M. & Happonen, A., 2009, International Conference, ICT that makes the difference: The Future of Ambient Intelligence and ICT for Security: Proceedings. Brussels, p. 103-105

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Recovery
Physiology
Mobile phones
Loads (forces)
Sleep

Interactive psychological analysis methods within a web-based intervention for wellbeing management

Kaipainen, K., Mattila, E. M., Happonen, A. P., Lappalainen, R., Tuomela, H., Lappalainen, P., Kopakkala, A., Väätänen, A. & Korhonen, I., 2009, First International E-Mental Health Summit: Abstract Book. p. 59-60

Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsScientific

management
self-help
therapist
acceptance
psychological intervention
17 Citations (Scopus)

Mobile Tools for Home-Based Cardiac Rehabilitation Based on Heart Rate and Movement Activity Analysis

Mattila, J., Ding, H., Mattila, E. M. & Särelä, A., 2009, Proceedings of the 31th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2009. USA: Institute of Electrical and Electronic Engineers IEEE, p. 6448-6452

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Heart Rate
Exercise
Mobile Applications
Exercise Therapy
Mentors
11 Citations (Scopus)

Personal health promotion through personalized health technologies: Nuadu experience

Korhonen, I., Mattila, E. M., Ahtinen, A., Salminen, J., Hopsu, L., Lappalainen, R. & Leino, T., 2009, Proceedings: 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2009. Piscataway, NJ, USA: Institute of Electrical and Electronic Engineers IEEE, p. 316-319

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Biomedical Technology
Health Promotion
Health
Technology
Health Care Costs

Personal health systems for health and wellness management

Mattila, E. M., Korhonen, I., Väätänen, A., Ahtinen, A., Leino, T. & Hopsu, L., 2009.

Research output: Contribution to conferenceConference articleScientific

Health
Health Promotion
Chronic Disease
Occupational Health
Disease Management
20 Citations (Scopus)

Relationship of Psychological and Physiological Variables in Long-Term Self-Monitored Data During Work Ability Rehabilitation Program

Pärkkä, J., Merilahti, J., Mattila, E. M., Malm, E., Antila, K., Tuomisto, M. T., Saarinen, A. V., van Gils, M. & Korhonen, I., 2009, In : IEEE Transactions on Information Technology in Biomedicine. 13, 2, p. 141-151

Research output: Contribution to journalArticleScientificpeer-review

Aptitude
Patient rehabilitation
Rehabilitation
Psychology
Lighting

Roles of Web, mobile and monitoring technologies in personalized management of psychophysiological wellbeing

Mattila, E. M., Happonen, A. P., Kaipainen, K., Väätänen, A., Kinnunen, M-L., Myllymäki, T., Lappalainen, P., Tuomela, H., Martinmäki, K., Rusko, H., Lappalainen, R. & Korhonen, I., 2009, First International E-Mental Health Summit: Abstract Book. p. 89-90

Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsScientific

Technology
Biomedical Technology
Self Care
Psychology
Mobile Applications
2 Citations (Scopus)

Short-term relaxation responses to a voice-guided mobile phone relaxation application and self-guided relaxation

Merilahti, J., Mattila, E. M., Plomp, J., Laine, K. & Korhonen, I., 2009, Proceedings of the 9th International Conference on Information Technology and Applications in Biomedicine (ITAB2009). Piscataway: Institute of Electrical and Electronic Engineers IEEE, p. 318-322

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Cell Phones
Heart Rate
Blood Pressure
Mobile Applications
Anxiety
44 Citations (Scopus)

User experiences of mobile wellness applications in health promotion: User study of Wellness Diary, Mobile Coach and SelfRelax

Ahtinen, A., Mattila, E. M., Väätänen, A., Hynninen, L., Salminen, J. H., Koskinen, E. & Laine, K., 1 Apr 2009, Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare. Institute of Electrical and Electronic Engineers IEEE, 8 p. art. no. 5173634

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Health
Health risks
2008
35 Citations (Scopus)

Methods of artificial enlargement of the training set for statistical shape models

Koikkalainen, J., Tölli, T., Lauerma, K., Antila, K., Mattila, E. M., Lilja, M. & Jyrki, L., 2008, In : IEEE Transactions on Medical Imaging. 27, 11, p. 1643-1654 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Statistical Models
Image segmentation
Pericardium
Principal Component Analysis
Research Design
100 Citations (Scopus)

Mobile diary for wellness management: Results on usage and usability in two user studies

Mattila, E. M., Pärkkä, J., Hermersdorf, M., Kaasinen, J., Vainio, J., Samposalo, K., Merilahti, J., Kolari, J., Kulju, M., Lappalainen, R. & Korhonen, I., 2008, In : IEEE Transactions on Information Technology in Biomedicine. 12, 4, p. 501-512

Research output: Contribution to journalArticleScientificpeer-review

2007
13 Citations (Scopus)

Long-term subjective and objective sleep analysis of total sleep time and sleep quality in real life settings

Merilahti, J., Saarinen, A., Pärkkä, J., Antila, K., Mattila, E. M. & Korhonen, I., 2007, Proceedings of the 29th Annual International Conference of the IEEE-EMBS, Engineering in Medicine and Biology Society. Institute of Electrical and Electronic Engineers IEEE, p. 5202-5205

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Sleep
Actigraphy
Health Status
2006
8 Citations (Scopus)

Mobile and personal health and wellness management

Mattila, E. M., Korhonen, I. & Saranummi, N., 2006, Pervasive Computing in Healthcare. Mihailidis, A. & Bardram, J. E. (eds.). CRC Press

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

Mobile and personal health and wellness management and monitoring systems - usage models and applications

Lamminmäki, E., Korhonen, I. & Saranummi, N., 2006, Pervasive Computing in Healthcare. Mihailidis, A. & Bardram, J. E. (eds.). 2 ed. CRC Press

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

User acceptance of a mobile diary for personal wellness management

Mattila, E. M., Pärkkä, J., Hermersdorf, M., Kaasinen, J., Samposalo, K., Vainio, J., Merilahti, J., Kolari, J., Kulju, M., Lappalainen, R. & Korhonen, I., 2006, Proceedings of the 6th Nordic Conference on eHealth & Telemedicine, NCeHT2006. p. 114-116

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

2005

Differences in light sleep and deep sleep measured with IST Vivago WristCare

Lamminmäki, E., Saarinen, A., Lötjönen, J., Partinen, M. & Korhonen, I., 2005, Proceedings of the 3rd European Medical and Biological Engineering Conference, IFMBE Proceedings, 2005. cd-rom ed. Praha, 1615. (IFMBE Proceedings, Vol. 11).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Sleep
Light
Polysomnography
Sleep Stages
Wrist

Wellness diary for mobile phones

Lamminmäki, E., Pärkkä, J., Hermersdorf, M., Kaasinen, J., Samposalo, K., Vainio, J., Kolari, J., Kulju, M., Lappalainen, R. & Korhonen, I., 2005, Proceedings of the 3rd European Medical and Biological Engineering Conference, IFMBE Proceedings, 2005. cd-rom ed. Praha, 2106. (IFMBE Proceedings, Vol. 11).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

weight control
volunteers