A mobile phone food record app to digitally capture dietary intake for adolescents in a free-living environment: usability study

Shanon L Casperson, Jared Sieling, Jon Moon, LuAnn Johnson, James N Roemmich, Leah Whigham, Shanon L Casperson, Jared Sieling, Jon Moon, LuAnn Johnson, James N Roemmich, Leah Whigham

Abstract

Background: Mobile technologies are emerging as valuable tools to collect and assess dietary intake. Adolescents readily accept and adopt new technologies; thus, a food record app (FRapp) may be a useful tool to better understand adolescents' dietary intake and eating patterns.

Objective: We sought to determine the amenability of adolescents, in a free-living environment with minimal parental input, to use the FRapp to record their dietary intake.

Methods: Eighteen community-dwelling adolescents (11-14 years) received detailed instructions to record their dietary intake for 3-7 days using the FRapp. Participants were instructed to capture before and after images of all foods and beverages consumed and to include a fiducial marker in the image. Participants were also asked to provide text descriptors including amount and type of all foods and beverages consumed.

Results: Eight of 18 participants were able to follow all instructions: included pre- and post-meal images, a fiducial marker, and a text descriptor and collected diet records on 2 weekdays and 1 weekend day. Dietary intake was recorded on average for 3.2 (SD 1.3 days; 68% weekdays and 32% weekend days) with an average of 2.2 (SD 1.1) eating events per day per participant. A total of 143 eating events were recorded, of which 109 had at least one associated image and 34 were recorded with text only. Of the 109 eating events with images, 66 included all foods, beverages and a fiducial marker and 44 included both a pre- and post-meal image. Text was included with 78 of the captured images. Of the meals recorded, 36, 33, 35, and 39 were breakfasts, lunches, dinners, and snacks, respectively.

Conclusions: These data suggest that mobile devices equipped with an app to record dietary intake will be used by adolescents in a free-living environment; however, a minority of participants followed all directions. User-friendly mobile food record apps may increase participant amenability, increasing our understanding of adolescent dietary intake and eating patterns. To improve data collection, the FRapp should deliver prompts for tasks, such as capturing images before and after each eating event, including the fiducial marker in the image, providing complete and accurate text information, and ensuring all eating events are recorded and should be customizable to individuals and to different situations.

Trial registration: Clinicaltrials.gov NCT01803997. https://ichgcp.net/clinical-trials-registry/NCT01803997 (Archived at: http://www.webcitation.org/6WiV1vxoR).

Keywords: adolescents; dietary assessment; dietary food records; food record app; smartphone app.

Conflict of interest statement

Conflicts of Interest: JS and JM are employed by and receive salary through MEI Research Ltd.

Figures

Figure 1
Figure 1
Fiducial marker.
Figure 2
Figure 2
Fiducial marker with food.
Figure 3
Figure 3
Initialization of the FRapp.
Figure 4
Figure 4
Identification of the eating event that is going to be recorded.
Figure 5
Figure 5
Using the camera function to digitally capture food and beverage images.
Figure 6
Figure 6
All images for the eating event are displayed.
Figure 7
Figure 7
Text entry of all food/beverage descriptions.
Figure 8
Figure 8
Display of everything entered for each eating event.

References

    1. Livingstone M B E. Robson P J, Wallace J M W Issues in dietary intake assessment of children and adolescents. Br J Nutr. 2004 Oct;92 Suppl 2:S213–22.
    1. Neumark-Sztainer D, Story M, Perry C, Casey MA. Factors influencing food choices of adolescents: findings from focus-group discussions with adolescents. J Am Diet Assoc. 1999 Aug;99(8):929–37. doi: 10.1016/S0002-8223(99)00222-9.
    1. Stevenson C, Doherty G, Barnett J, Muldoon OT, Trew K. Adolescents' views of food and eating: identifying barriers to healthy eating. J Adolesc. 2007 Jun;30(3):417–34. doi: 10.1016/j.adolescence.2006.04.005.
    1. Bandini LG, Must A, Cyr H, Anderson SE, Spadano JL, Dietz WH. Longitudinal changes in the accuracy of reported energy intake in girls 10-15 y of age. Am J Clin Nutr. 2003 Sep;78(3):480–4.
    1. Champagne CM, Baker NB, DeLany JP, Harsha DW, Bray GA. Assessment of energy intake underreporting by doubly labeled water and observations on reported nutrient intakes in children. J Am Diet Assoc. 1998 Apr;98(4):426–33. doi: 10.1016/S0002-8223(98)00097-2.
    1. Goodwin RA, Brulé D, Junkins EA, Dubois S, Beer-Borst S. Development of a food and activity record and a portion-size model booklet for use by 6- to 17-year olds: a review of focus-group testing. J Am Diet Assoc. 2001 Aug;101(8):926–8. doi: 10.1016/S0002-8223(01)00229-2.
    1. Boushey CJ, Kerr DA, Wright J, Lutes KD, Ebert DS, Delp EJ. Use of technology in children's dietary assessment. Eur J Clin Nutr. 2009 Feb;63 Suppl 1:S50–7. doi: 10.1038/ejcn.2008.65.
    1. Daugherty BL, Schap TE, Ettienne-Gittens R, Zhu FM, Bosch M, Delp EJ, Ebert DS, Kerr DA, Boushey CJ. Novel technologies for assessing dietary intake: evaluating the usability of a mobile telephone food record among adults and adolescents. J Med Internet Res. 2012;14(2):e58. doi: 10.2196/jmir.1967.
    1. Higgins JA, LaSalle AL, Zhaoxing P, Kasten MY, Bing KN, Ridzon SE, Witten TL. Validation of photographic food records in children: are pictures really worth a thousand words? Eur J Clin Nutr. 2009 Aug;63(8):1025–33. doi: 10.1038/ejcn.2009.12.
    1. Martin CK, Correa JB, Han H, Allen HR, Rood JC, Champagne CM, Gunturk BK, Bray GA. Validity of the Remote Food Photography Method (RFPM) for estimating energy and nutrient intake in near real-time. Obesity (Silver Spring) 2012 Apr;20(4):891–9. doi: 10.1038/oby.2011.344.
    1. Martin CK, Han H, Coulon SM, Allen HR, Champagne CM, Anton SD. A novel method to remotely measure food intake of free-living individuals in real time: the remote food photography method. Br J Nutr. 2009 Feb;101(3):446–56. doi: 10.1017/S0007114508027438.
    1. Martin CK, Nicklas T, Gunturk B, Correa JB, Allen HR, Champagne C. Measuring food intake with digital photography. J Hum Nutr Diet. 2014 Jan;27 Suppl 1:72–81. doi: 10.1111/jhn.12014.
    1. Six BL, Schap TE, Zhu FM, Mariappan A, Bosch M, Delp EJ, Ebert DS, Kerr DA, Boushey CJ. Evidence-based development of a mobile telephone food record. J Am Diet Assoc. 2010 Jan;110(1):74–9. doi: 10.1016/j.jada.2009.10.010.
    1. Wang DH, Kogashiwa M, Ohta S, Kira S. Validity and reliability of a dietary assessment method: the application of a digital camera with a mobile phone card attachment. J Nutr Sci Vitaminol (Tokyo) 2002 Dec;48(6):498–504.
    1. Weiss R, Stumbo PJ, Divakaran A. Automatic food documentation and volume computation using digital imaging and electronic transmission. J Am Diet Assoc. 2010 Jan;110(1):42–4. doi: 10.1016/j.jada.2009.10.011.
    1. Winter J, Boushey CJ. Workshop 1: Use of technology in dietary assessment. Eur J Clin Nutr. 2009 Feb;63 Suppl 1:S75–7. doi: 10.1038/ejcn.2008.69.
    1. Zhu F, Bosch M, Woo I, Kim S, Boushey CJ, Ebert DS, Delp EJ. The Use of Mobile Devices in Aiding Dietary Assessment and Evaluation. IEEE J Sel Top Signal Process. 2010 Aug;4(4):756–766. doi: 10.1109/JSTSP.2010.2051471.
    1. Lenhart A, Ling R, Cambell S, Purcell K. Pew Internet & Life Project. Washington, DC: Pew Research Center; 2010. Jun 10, [2015-03-02]. Teens and Mobile Phones
    1. Svensson A, Waling M, Bäcklund C, Larsson C. Overweight and Obese Children's Ability to Report Energy Intake Using Digital Camera Food Records during a 2-Year Study. J Nutr Metab. 2012;2012:247389. doi: 10.1155/2012/247389.
    1. Moon J, Sieling J, Whigham L, Roemmich J. Multiple input modes for context appropriate diet reporting. International Society for Behavioral Nutrition and Physical Activity. 2012
    1. Singh R, Martin BR, Hickey Y, Teegarden D, Campbell WW, Craig BA, Schoeller DA, Kerr DA, Weaver CM. Comparison of self-reported, measured, metabolizable energy intake with total energy expenditure in overweight teens. Am J Clin Nutr. 2009 Jun;89(6):1744–50. doi: 10.3945/ajcn.2008.26752.
    1. Bandini LG, Schoeller DA, Cyr HN, Dietz WH. Validity of reported energy intake in obese and nonobese adolescents. Am J Clin Nutr. 1990 Sep;52(3):421–5.
    1. Bond DS, Thomas JG, Raynor HA, Moon J, Sieling J, Trautvetter J, Leblond T, Wing RR. B-MOBILE: a smartphone-based intervention to reduce sedentary time in overweight/obese individuals: a within-subjects experimental trial. PLoS One. 2014;9(6):e100821. doi: 10.1371/journal.pone.0100821.

Source: PubMed

3
Abonnieren