Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Randomized Controlled Trial
. 2022 Feb;70(2):459-469.
doi: 10.1111/jgs.17551. Epub 2021 Nov 17.

Using smartphone technology to improve prospective memory functioning: A randomized controlled trial

Affiliations
Randomized Controlled Trial

Using smartphone technology to improve prospective memory functioning: A randomized controlled trial

Michael K Scullin et al. J Am Geriatr Soc. 2022 Feb.

Abstract

Background: A decline in the ability to perform daily intentions-known as prospective memory-is a key driver of everyday functional impairment in dementia. In the absence of effective pharmacological treatments, there is a need for developing, testing, and optimizing behavioral interventions that can bolster daily prospective memory functioning. We investigated the feasibility and efficacy of smartphone-based strategies for prospective memory in persons with cognitive impairment.

Methods: Fifty-two older adults (74.79 ± 7.20 years) meeting diagnostic criteria for mild cognitive impairment or mild dementia were enrolled in a 4-week randomized controlled trial. Participants were trained to use a digital voice recorder app or a reminder app to off-load prospective memory intentions. Prospective memory was assessed using experimenter-assigned tasks (e.g., call the laboratory on assigned days), standardized questionnaires, and structured interviews. Secondary dependent measures included days of phone and app usage, acceptability ratings, quality of life, and independent activities of daily living.

Results: Participant ratings indicated that the intervention was acceptable and feasible. Furthermore, after the four-week intervention, participants reported improvements in daily prospective memory functioning on standardized questionnaires (p < 0.001, ηp2 = 0.285) and the structured interview (p < 0.001, d = 1.75). Participants performed relatively well on experimenter-assigned prospective memory tasks (51.7% ± 27.8%), with performance levels favoring the reminder app in Week 1, but reversing to favor the digital recorder app in Week 4 (p = 0.010, ηp2 = 0.079). Correlational analyses indicated that greater usage of the digital recorder or reminder app was associated with better prospective memory performance and greater improvements in instrumental activities of daily living (completed by care partners), even when controlling for condition, age, baseline cognitive functioning, and baseline smartphone experience.

Conclusions: Older adults with cognitive disorders can learn smartphone-based memory strategies and doing so benefits prospective memory functioning and independence.

Keywords: Alzheimer's disease and related dementias; assistive technology; electronic memory aid; offloading; technology and dementia.

PubMed Disclaimer

Conflict of interest statement

Conflict of Interest: Microsoft Research, Inc. provided Lumia phones that were used for some participants.

Figures

Figure 1.
Figure 1.
Flow chart
Figure 2.
Figure 2.
Smartphone experience, adherence, and acceptability. Data include the average usage of smartphone features at baseline (A), proportion of study days the participant used any feature of the smartphone (B), number of times the reminder app or digital recorder app were used for each participant (C), and percentage of items that participants responded to with agreement (after reverse coding negative items) on the smartphone acceptability scale at baseline and post-intervention sessions (D). Bars display the means and 95% confidence intervals.
Figure 3.
Figure 3.
Prospective memory functioning as assessed by experimenter-assigned tasks (A), PRMQ (B) and structured interview (C). Bars display the means and 95% confidence intervals.
Figure 4.
Figure 4.
Associations between smartphone intervention usage and prospective memory performance (A) as well as instrumental activities of daily living (B). Upper and lower bands represent 95% confidence intervals. App usage was transformed to z scores within conditions.

Comment in

References

    1. McDaniel MA, Shelton JT, Breneiser JE, Moynan S, Balota DA. Focal and nonfocal prospective memory performance in very mild dementia: a signature decline. Neuropsychology. 2011;25(3):387–396. - PMC - PubMed
    1. Woods SP, Weinborn M, Velnoweth A, Rooney A, Bucks RS. Memory for intentions is uniquely associated with instrumental activities of daily living in healthy older adults. J Int Neuropsychol Soc. 2012;18(1):134–138. - PMC - PubMed
    1. Henry JD. Prospective memory impairment in neurological disorders: implications and management. Nat Rev Neurol. 2021;17(5):297–307. - PubMed
    1. Servick K Alzheimer’s drug approved despite murky results. Science. 2021;372(6547):1141. - PubMed
    1. Jones WE, Benge JF, Scullin MK. Preserving prospective memory in daily life: A systematic review and meta-analysis of mnemonic strategy, cognitive training, external memory aid, and combination interventions. Neuropsychology. 2021;35(1):123–140. - PubMed

Publication types