The mental health benefits of everyday encounters with birdlife for mental health are poorly understood. Previous studies have typically relied on retrospective questionnaires or artificial set-ups with little ecological validity. In the present study, we used the Urban Mind smartphone application to examine the impact of seeing or hearing birds on self-reported mental wellbeing in real-life contexts. A sample of 1292 participants completed a total of 26,856 ecological momentary assessments between April 2018 and October 2021. Everyday encounters with birdlife were associated with time-lasting improvements in mental wellbeing. These improvements were evident not only in healthy people but also in those with a diagnosis of depression, the most common mental illness across the world. These findings have potential implications for both environmental and wildlife protection and mental healthcare policies. Specific measures, aimed at preserving and increasing everyday encounters with birdlife in urban areas, should be implemented.
A growing body of empirical evidence is revealing the benefits of nature for mental health, including higher mental wellbeing and lower risk of mental illness1. The vast majority of the literature has focussed on the value of regular contact with green spaces including forests, parks, gardens and trees2. A smaller portion of the literature has investigated the value of blue spaces, including visible bodies of water such as lakes, rivers, canals, ponds and seas2. While these studies have led to growing appreciation of the mental health benefits of nature in general, we know little about the specific features within green and blue spaces which are driving these benefits. The present investigation focuses on a feature of the natural environment which has captivated humans over the centuries and yet has received very little scientific attention: birdlife.
In the United Kingdom, our captivation with birds is underlined by the fact that over 1.3 million people are members of the Royal Society for the Protection of Birds (more than the members of all political parties combined). Interest in birds is not a uniquely British phenomenon. In the United States, for example, over 70 million people are interested in birdwatching, making this one of the most popular nature-based recreational activities3. Birdwatching societies are not a phenomenon unique to the western world but are present worldwide, including countries with very different traditions and cultures. Despite the human fascination with birdlife, few studies have specifically examined the impact of encountering birds as part of everyday life on our mental health.
Using semi-structured interviews, Ratcliffe and colleagues reported that most people experience birdsong as restorative from psychological stress and attentional fatigue4. In a follow-up investigation using quantitative measures, the same authors reported that specific qualities of bird sounds such as perceived familiarity, complexity and pattern are predictive of perceived restorative potential5. Our encounters with birdlife, however, are multi-sensory experiences, typically involving both auditory and visual modalities in various degrees. It follows that both modalities need to be considered when assessing the possible benefits of birdlife for mental health. Consistent with this idea, a recent investigation showed that the perceived restorative potential of natural features such as wetland paths are enhanced by the presence of birdsong6.
The existing literature on the benefits of birdlife for mental health, however, is hindered by a number of methodological limitations. The majority of studies used surveys or questionnaires requiring participants to recollect past experiences7. We know that such method of investigation is susceptible to recall bias, especially in the case of people with mental illness8. The rest of the studies used an artificial set-up which involved the presentation of images or sounds of birds to people sitting in front of a computer screen. This is susceptible to generating data with little ecological validity, making it difficult to estimate the mental health benefits of seeing or hearing birds in real-life. A further limitation of the studies published so far is the limited sample size, with the vast majority of studies recruiting up to 30 participants.
To overcome the limitations of the existing literature, we assessed the association between seeing or hearing birds and self-reported mental wellbeing, a strong predictor of mental health in the general population9, using a smartphone-based application which we have developed10. The Urban Mind application (https://www.urbanmind.info/) uses Ecological Momentary Assessment (EMA), a methodology which involves sampling people’s experiences in real-time and in real-world contexts11. This methodology allowed us to explore the relationship between the experience of seeing or hearing birds and mental wellbeing while minimising the risk of recall bias. The Urban Mind application also collected detailed information on the participants, allowing us to explore how the impact of seeing or hearing birds on mental wellbeing depends on personal characteristics such as age, gender and having a diagnosis of mental illness. In particular we focussed on depression, which is the most common mental illness across the world and is predicted to become the first cause of global burden of disease by 203012. Previous studies using surveys or questionnaires have reported a protective effect of green spaces on lifetime risk of depression13,14. However, no previous investigation has examined the mental health benefits of everyday encounters with birdlife in people with a diagnosis of depression. A better understanding of the effects of personal characteristics such as age, gender and having a common mental illness is critical for planning and designing urban and rural environments which support mental wellbeing in all citizens.
Using smartphone-based EMA, we carried out a citizen science study which aimed to answer the following questions:
Are encounters with birds as part of everyday life associated with higher mental wellbeing?
Is the beneficial impact of everyday encounters with birds on mental wellbeing time-lasting?
Does the beneficial impact of everyday encounters with birds on mental wellbeing differ between people with a diagnosis of depression and people without a mental health condition?
We hypothesised that everyday encounters with birds would be associated with higher mental wellbeing (hypothesis 1), and that this effect would still be evident after the encounter has taken place (hypothesis 2) and would be replicated in people with a diagnosis of depression and people without a mental health condition (hypothesis 3).
The current study received institutional review board (IRB) approval from the Psychiatry, Nursing and Midwifery Research Ethics Subcommittee at King’s College London (LRS-17/18-6905). All research was performed in accordance with relevant guidelines and regulations.
Observational study using ecological momentary assessments in a smartphone application.
Urban Mind app
A total of 1292 participants were included in our investigation. All participants completed at least 25% of the assessments (a minimum of 11 out of 42 assessments), 593 participants completed at least 50% of the assessments (21 out of 42 assessments), and 196 participants completed at least 75% of the assessments (32 out of the 42 assessments). A total of 2245 participants were excluded from the statistical analyses because they completed less than 25% of the ecological momentary assessments (fewer than 11 out of 42 assessments). Participants were based across the world, with the majority of them located in the United Kingdom (46%), the European Union (16%), the United States of America (8%), China (4%), and Australia (2%).
Demographic characteristics were measured by asking participants the following questions: ‘How old are you?’, ‘What is your gender?’, ‘What is your ethnicity?’, ‘What is your highest level of education?’, and ‘What is your occupation?’. The presence of a diagnosis of depression was assessed by asking participants whether a doctor had ever diagnosed them with a mental health condition. When participants responded “Yes”, they were asked to indicate the specific diagnosis from a list of possible mental illnesses.
Encounters with birds
Within each EMA, encounters with birds as part of everyday life were assessed using a single item: “Can you see or hear birds right now?”. Participants could respond with either “No”, “Not sure” or “Yes”. The answers were recoded as a binary variable within the statistical analyses, with “No” and “Not sure” combined into a single category and “Yes” as the other category. This approach was followed due to the very small number of “Not sure” responses and was consistent with previous studies10.
Current mental wellbeing was measured using 10 questions with 5-point Likert scale (Strongly Disagree, Disagree, Neutral, Agree, Strongly Agree). Five questions referred to positive mental wellbeing: I am feeling confident/ relaxed/ happy/ connected to other people/ energetic. Five questions referred to negative mental wellbeing: I am feeling anxious/ stressed/ down/ lonely/ tired. Questions referring to negative mental wellbeing were reverse-scored and added to the positive mental wellbeing scores, summing to a total mental wellbeing score between 10 (minimum) and 50 (maximum).
All statistical analyses were performed with STATA/MP 16. Longitudinal associations between seeing / hearing birds and mental wellbeing were investigated using random intercept multilevel regression models, as appropriate for hierarchical longitudinal data. These longitudinal associations were expressed as mean difference (MD) and 95% confidence intervals (CI) of mental wellbeing. All models were adjusted for the following potential confounders: age, gender, ethnicity, level of education, occupational status, whether a participant could see trees, plants, and see or hear water. Due to small cell numbers, for the purpose of the statistical analysis, ethnic categories were collapsed into White, Asian (including Bangladeshi, Chinese, Indian, Pakistani, Japanese, Taiwanese, and Other Asian), and Other (Black, Caribbean, Latino or Hispanic, Indigenous, Arab, Other People of Colour and Mixed).
The main statistical analysis focused on individuals who had completed at least 50% of the assessments (n = 593), with sensitivity analyses on different priori-defined samples involving participants who had completed at least 25% of the assessments (n = 1,292) and those who completed at least 75% of the assessments (n = 196). The analyses were run as univariate models unadjusted for confounders and again as multivariate models adjusted for confounding variables. All models were rerun with the following modifications: (1) inclusion of the random slopes of the predictor variable and (2) within-subject centering of the predictor variables in line with best practice for multilevel models15. The results of these sensitivity analyses were then compared with the results of the main statistical analysis. Furthermore, in order to address missing data issues due to skipped assessments, all models were rerun using the STATA ice routine, an implementation of the Multiple Imputations with Chained Equations (MICE) procedure16. While this does not increase the tested sample sizes, this allowed us to impute the missing assessments from our samples. Our results using the MICE procedure were then compared with our results with the original analysis under the missing at random (MAR) assumption17, which assumes that the probability of missing assessments may differ between participants due to observed variables. Interaction effects between encounters with birds and diagnosis of depression on mental wellbeing was assessed by including interaction terms in the models. All results were considered significant if p < 0.05.
Our total sample of 1292 participants included 912 (71%) females, 367 (28%) males, 11 (1%) other, and 2 preferred not to disclose, with an average age of 34.5 years (age range: 16–80). The sociodemographic characteristics of participants are presented in Table 1. The main statistical analysis focused on individuals who had completed at least 50% of the assessments (n = 593). This sample included 421 (71%) females, 168 (28%) males, 2 (0.3%) other and 2 who had preferred to not disclose their gender, with an average of 35.5 years (age range: 16–73). The sociodemographic characteristics of this sample and our two sensitivity samples are presented in Table 1.
Are encounters with birds as part of everyday life associated with higher mental wellbeing?
Multilevel regression analyses showed significant positive associations between seeing or hearing birds and mental wellbeing. The mean differences (MD) in the mental wellbeing scores were 1.72 (95% CI 1.53, 1.91) within our main sample, 1.53 (95% CI 1.37, 1.68) and 1.72 (95% CI 1.42, 2.02) at the sensitivity 25% and 75% response rates. The associations remained significant after adjusting for potential confounders (age, gender, ethnicity, education, occupation, whether a participant could see trees, plants, and see or hear water at the time of the assessment), after within-subject centering and including random slopes for the predictor variable, and after implementing the MICE procedure to address missing data (see Table 2, Supplementary Tables S1, S4, and S5).
Is the beneficial impact of everyday encounters with birds on mental wellbeing time-lasting?
Using time-lagged random intercept regression models, we found a positive association between seeing or hearing birds and momentary mental wellbeing during the subsequent assessment (L1MD: 0.69; 95% CI 0.42, 0.96). While the positive association between mental wellbeing and seeing or hearing birds remained during the subsequent assessment (L1), the effect was lower than at the time of exposure. The time-lasting effect was not evident during the second subsequent assessment (L2). These results were consistent across our sensitivity samples, when adjusting for potential confounders, when within-subject centering the predictor variable, when implementing the MICE procedures to address missing data, and when adjusting for the autoregressive effects of latent mean centered mental wellbeing at the prior timepoint (see Fig. 2, Supplementary Tables S2, S3, S4, and S9).
Does the beneficial impact of everyday encounters with birds on mental wellbeing differ between people with and without a diagnosis of depression?
In order to test whether the positive effect of everyday encounters with birds on mental wellbeing differs between people with a diagnosis of depression and people without a mental health condition, we included an interaction term into our multilevel regression models. When adjusting for age, gender, ethnicity, education, occupational status, whether a participant could see trees, plants, and see or hear water at the time of the assessments, having a diagnosis of depression did not interact with the association between seeing or hearing birds and mental wellbeing (p > 0.05) (See Table 2). This suggests that the positive effect of encounters with birds on mental wellbeing was remained consistent in people without a mental health condition and those who with a diagnosis of depression. Further subgroup analyses showed that the positive effect was evident in both people with depression and people without a mental health condition (See Fig. 3).
The main aim of the present study was to investigate the mental health benefits of encountering birds as part of everyday life. This was achieved using smartphone-based EMA, which allowed us to sample people’s experiences in real-time and real-world contexts.
Consistent with our first hypothesis, we found that participants’ mental wellbeing was significantly better when seeing or hearing birds compared to when not seeing or hearing birds. The effect was robust and observed at all three completion rate thresholds as well as after adjusting for potential sociodemographic confounders including age, gender, ethnicity, education and occupation. Interestingly, we found that the positive effect of seeing or hearing birds on mental wellbeing was more pronounced when individuals were outdoors (see Supplementary Table S8). People are most likely to see or hear birds in the context of green spaces, raising the possibility that the association between birdlife and mental wellbeing might in fact reflect an overall effect of nature on mental wellbeing. In order to minimise such possibility, we modelled seeing trees, plants, and seeing or hearing water as additional confounding variables. Critically, the results were still significant, providing support to a specific benefit of birdlife on mental wellbeing, above and beyond the well-established effect of green spaces.
Consistent with our second hypothesis, we found that the beneficial effect on mental wellbeing is still significant after the encounter with birds has taken place. This is consistent with our earlier research on the benefits of green10 and blue18 spaces which demonstrated time-lasting benefits for mental health. Perhaps unsurprisingly, the beneficial effect of seeing or hearing birds on mental wellbeing does wane over time. Specifically, it is reduced at the time of the first subsequent assessment following the encounter and is no longer significant at the time of the second subsequent assessment following the encounter. The use of an observational design meant that we were unable to establish causality in our findings. Nevertheless, we found that the association between seeing or hearing birds and mental wellbeing was still evident in the subsequent assessment, whereas mental wellbeing at a given timepoint did not increase the odds of seeing or hearing birds at subsequent timepoints (see Supplementary Tables S6, S7). This pattern of results could be an indication of a possible causal link effect of birdlife on mental wellbeing.
Consistent with our third hypothesis, the beneficial impact of everyday experience of birds on mental wellbeing was evident in both people with depression and people without a mental health condition. Once again, this finding was observed at all three completion rate thresholds as well as after adjusting for potential sociodemographic confounders including age, gender, ethnicity, education, occupation, seeing trees, plants and seeing or hearing water at the time of the assessment. Depression is the leading cause of disability and sick leave globally19, affecting an estimated 350 million people20. While antidepressant medication can lead to a significant reduction of symptoms12, there is an urgent need for non-pharmacological interventions to support mental health in people who have developed this illness. The current evidence for mental health benefits of green spaces in people with depression is mixed, with some studies reporting significant effects21,22,23 and other suggesting reduced benefits relative to healthy individuals24,25. Our investigation extends this existing literature by demonstrating that everyday experience of birdlife has beneficial effects not only in healthy individuals but also in people with a diagnosis of depression.
The potential policy implications of the present study are two-fold. First, the findings have implications for environmental and wildlife protection policy. The past few decades have seen a gradual but constant decline in biodiversity. A recent European report has revealed that there are 247 million fewer house sparrows and that one in six bird species have disappeared since the 1980s26. The reasons for this decline are complex. In rural areas, agricultural intensification and farming with chemicals are causing habitat loss and the disappearance of insects that feed birds; whereas in urban areas, bird population is falling due to a combination of trends including shortages of food, habitat loss, increase in diseases such as avian malaria and raising levels of air pollution. Our investigation provides support to the introduction of environmental and wildlife protection policies which encourage biodiverse habitats in urban, suburban and rural areas (e.g. permaculture farming, wilding initiatives, hedgerow and meadow enhancement, urban forestry). Second, the findings have implications for mental healthcare policy. In recent years social prescribing of nature-based activities, also known as “green prescribing”, has become increasingly popular to support individuals with mental illness including depression27,28. Our investigation supports the notion that visits to habitats with a high degree of birdlife, such as parks and canals, may be encouraged as part of green prescribing efforts.
Previous studies examined the potential mental health benefits of birdlife using surveys or questionnaires requiring participants to recollect past experiences, or an artificial experimental setting involving the presentation of bird-related images or sounds to people sitting in front of a computer screen. In the present study, the use of EMAs allowed us to capture dynamic changes in the participants’ whereabouts and mental wellbeing in real-time and in real-world contexts. In particular we used smartphone-based EMAs, which provide more accurate and complete measurements when compared to the traditional method of paper diaries and stand-alone electronic devices29.
While the use of an observational design means that we cannot be certain that the observed increases in mental wellbeing are due to seeing or hearing birds alone, our analyses were adjusted for known sociodemographic confounders (age, gender, ethnicity, education, and occupation) as well as exposure to trees, plants, and water at the time of the assessment. In addition, the fact that the observed increases in mental wellbeing are still evident after the encounter with birds has taken place provides indirect support a potential causal link.
The sample in this study was self-selected, recruited through a limited range of social media and websites. Furthermore, participants were aware of the fact that the study aimed to investigate the impact of the social and built environment on mental wellbeing, which may have made them more conscious about how they were feeling and bias their responses. While the 42-month recruitment timeframe allowed us to recruit a large sample, this occurred prior to and during the Covid-19 pandemic, which may have changed people’s stress levels and response to birdlife. Future studies should take potential effects of the pandemic into account. In addition, our sample still consisted primarily of white, university educated individuals based in the UK who were either in employment or education. Caution should hence be taken when applying the findings to the general population. Additionally, participants were asked to self-report whether they had ever been diagnosed with a mental health condition, and to indicate their diagnosis. Furthermore, while participants were allowed to select multiple diagnoses, the potential effects of comorbid diagnoses were not taken into account in the statistical analysis. Future studies would benefit from the use of validated clinical instruments to assess current symptoms and diagnosis, and the exploration of possible effects of comorbidity on findings. Finally, since we asked participants if they could see or hear birds, we were unable to dissociate between the potential mental health benefits of “seeing” and “hearing” birdlife. Nevertheless, in our encounters with birdlife, we do not perceive images and sounds of birds in a vacuum but as part of our multi-sensory experience. Therefore, it may be reductive to focus on visual and auditory aspects when assessing the mental health benefits of birdlife in real-time and real-world contexts. Consistent with this idea, a recent investigation suggests that the restorative potential of nature is greater when considering visual and auditory aspects together than when focussing on either modality separately30.
To our knowledge, this is the first study examining the impact of everyday encounters with birds on mental wellbeing in real-time and real-life contexts. We report significant mental health benefits of birdlife, evident not only in healthy people but also in those with a diagnosis of depression. Further research on a more diverse sample is needed to allow the generalisation of these findings to the general population. Our study has potential for mental healthcare policy. Visits to habitats with a high degree of birdlife could become part of social prescribing schemes, playing a role in preventing mental health difficulties and complementing more traditional interventions. Paramount to all of this, will be the adoption of environmental and wildlife protection policies for the preservation and enhancement of a mosaic of habitats in rural and urban settings.
The data generated and analysed for the current study are not publicly available due to further analyses being planned, but de-identified data may be made available from the corresponding author on reasonable request.
Bratman, G. N. et al. Nature and mental health: An ecosystem service perspective. Sci. Adv. 5, 1 (2019).
Gascon, M. et al. Mental health benefits of long-term exposure to residential green and blue spaces: A systematic review. Int. J. Environ. Res. Public Health 12, 4354–4379 (2015).
Cordell, H. K. & Herbert, N. G. The popularity of birding still growing. Birding 54–61 (2002).
Ratcliffe, E., Gatersleben, B. & Sowden, P. T. Bird sounds and their contributions to perceived attention restoration and stress recovery. J. Environ. Psychol. 36, 221–228 (2013).
Ratcliffe, E., Gatersleben, B. & Sowden, P. T. Predicting the perceived restorative potential of bird sounds through acoustics and aesthetics. Environ. Behav. 52, 371–400 (2020).
Zhu, X., Gao, M., Zhao, W. & Ge, T. Does the presence of birdsongs improve perceived levels of mental restoration from park use? Experiments on parkways of harbin sun island in China. Int. J. Environ. Res. Public Health 17, (2020).
Luck, G. W., Davidson, P., Boxall, D. & Smallbone, L. Relations between urban bird and plant communities and human well-being and connection to nature. Conserv. Biol. 25, 816–826 (2011).
Colombo, D. et al. Affect recall bias: being resilient by distorting reality. Cognit. Ther. Res. 44, 906–918 (2020).
Keyes, C. L. M. Promoting and protecting mental health as flourishing: A complementary strategy for improving national mental health. Am. Psychol. 62, 95–108 (2007).
Bakolis, I. et al. Urban mind: Using smartphone technologies to investigate the impact of nature on mental well-being in real time. Bioscience 68, 134–145 (2018).
Shiffman, S., Stone, A. A. & Hufford, M. R. Ecological momentary assessment. Annu. Rev. Clin. Psychol. 4, 1–32 (2008).
Malhi, G. S. & Mann, J. J. Depression. Lancet 392, 2299–2312 (2018).
Sarkar, C., Webster, C. & Gallacher, J. Residential greenness and prevalence of major depressive disorders: A cross-sectional, observational, associational study of 94 879 adult UK Biobank participants. Lancet Planet. Heal. 2, e162–e173 (2018).
Engemann, K. et al. Residential green space in childhood is associated with lower risk of psychiatric disorders from adolescence into adulthood. Proc. Natl. Acad. Sci. U. S. A. 116, 5188–5193 (2019).
Yaremych, H. E., Preacher, K. J. & Hedeker, D. Centering categorical predictors in multilevel models: Best practices and interpretation. Psychol. Methods https://doi.org/10.1037/met0000434 (2021).
Sterne, J. A. C. et al. Multiple imputation for missing data in epidemiological and clinical research: Potential and pitfalls. BMJ (Online) 339, 157–160 (2009).
White, I. R. & Royston, P. Imputing missing covariate values for the Cox model. Stat. Med. 28, 1982–1998 (2009).
Bergou, N. et al. The Mental Health Benefits of Visiting Canals and Rivers : An Ecological Momentary Assessment Study. Under Rev. 1–28.
WHO. Depression (Fact sheet No. 369). World Health Organization http://www.who.int/mediacentre/factsheets/fs369/en/index.html (2015).
Zalar, B., Blatnik, A., Maver, A., Klemenc-Ketiš, Z. & Peterlin, B. Family history as an important factor for stratifying participants in genetic studies of major depression. Balk. J. Med. Genet. 21, 5–12 (2018).
Roe, J. & Aspinall, P. The restorative outcomes of forest school and conventional school in young people with good and poor behaviour. Urban For. Urban Green. 10, 205–212 (2011).
Beute, F. & de Kort, Y. A. W. Natural resistance: Exposure to nature and self-regulation, mood, and physiology after ego-depletion. J. Environ. Psychol. 40, 167–178 (2014).
Beute, F. & de Kort, Y. A. W. The natural context of wellbeing: Ecological momentary assessment of the influence of nature and daylight on affect and stress for individuals with depression levels varying from none to clinical. Heal. Place 49, 7–18 (2018).
Naranjo, C. A., Tremblay, L. K. & Busto, U. E. The role of the brain reward system in depression. Prog. Neuro-Psychopharmacology Biol. Psychiatry 25, 781–823 (2001).
Berman, M. G. et al. Interacting with nature improves cognition and affect for individuals with depression. J. Affect. Disord. 140, 300–305 (2012).
Burns, F. et al. Abundance decline in the avifauna of the European Union reveals cross‐continental similarities in biodiversity change. Ecol. Evol. 1–14 (2021). https://doi.org/10.1002/ece3.8282.
Leavell, M. A. et al. Nature-based social prescribing in urban settings to improve social connectedness and mental well-being: A review. Curr. Environ. Heal. Rep. 6, 297–308 (2019).
Islam, M. M. Social prescribing—an effort to apply a common knowledge: Impelling forces and challenges. Front. Public Heal. 8, 1 (2020).
Garcia-Palacios, A. et al. Ecological momentary assessment for chronic pain in fibromyalgia using a smartphone: A randomized crossover study. Eur. J. Pain (United Kingdom) 18, 862–872 (2014).
Zhao, J., Xu, W. & Ye, L. Effects of auditory-visual combinations on perceived restorative potential of urban green space. Appl. Acoust. 141, 169–177 (2018).
We are thankful to everyone who downloaded and used the Urban Mind smartphone application.
This project was funded by the Medical Research Council (MRC) (Grant Ref: MR/S026428/1), The National Institute for Health and Care Research (NIHR) Biomedical Research Centre at South London and Maudsley NHS Foundation Trust and King’s College London, and the National Institute for Health and Care Research (NIHR) Collaboration for Leadership in Applied Health Research and Care South London at King’s College Hospital NHS Foundation Trust. The views expressed are those of the authors and not necessarily those of the NHS, the NIHR or the Department of Health.
The authors declare no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Hammoud, R., Tognin, S., Burgess, L. et al. Smartphone-based ecological momentary assessment reveals mental health benefits of birdlife. Sci Rep 12, 17589 (2022). https://doi.org/10.1038/s41598-022-20207-6
This article is cited by
By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.