skip to main content

Explore Research Products in the NSF-PAR

This content will become publicly available on May 1, 2024

Title: Frontiers of household water insecurity metrics: severity, adaptation and resilience
The measurement of household-level and individual-level water insecurity has accelerated over the past 5 years through innovation and dissemination of new survey-based experiential psychometric scales modelled after food insecurity scales. These measures offer needed insight into the relative frequency of various dimensions of water problems experienced by households or individuals. But they currently tell us nothing about the severity of these experiences, mitigating behaviours (ie, adaptation) or the effectiveness of water-related behaviours (ie, resilience). Given the magnitude of the global challenge to provide water security for all, we propose a low-cost, theoretically grounded modification to common water insecurity metrics in order to capture information about severity, adaptation and resilience. We also discuss ongoing challenges in cost-effective measurement related to multidimensionality, water affordability and perception of water quality for maximising the impact and sustainability of water supply interventions. The next generation of water insecurity metrics promises better monitoring and evaluation tools—particularly in the context of rapid global environmental change—once scale reliability across diverse contexts is better characterised.  more » « less
Award ID(s):
1759972
NSF-PAR ID:
10426877
Author(s) / Creator(s):
; ; ;
Date Published:
Journal Name:
BMJ Global Health
Volume:
8
Issue:
5
ISSN:
2059-7908
Page Range / eLocation ID:
e011756
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. ; ; ; ; ; ; ( , Human Organization)
    null (Ed.)
    Recently developed scales aim to advance understanding of household water insecurity and inform interventions to address this critical global problem. The relative severity of items included in household water insecurity scales has been established as an inverse of the proportion of the population that reports experiencing the item. Here, we assess subjective perceptions of scale item severity among people who experience household water insecurity. In 2017, we surveyed 259 women in Amhara, Ethiopia, assessing both experiences of water insecurity and perceptions of item severity using a pictorial scale. The mean subjective severity of most items was at the high end of our pictorial scale. Subjective severity of items was not associated with whether or not a participant experienced the item in the last thirty days, with a participant’s summary household water insecurity score, or with rural versus peri-urban residence, but was consistently associated with community of residence. Item severity as defined by the proportion of the population experiencing the item aligned with average perceptions of item severity, with one exception: drinking water that might not be safe. We discuss these findings’ implications for water insecurity measurement, evaluation of interventions, and studies of the relationship between water insecurity and psychological distress. 
    more » « less
  2. ; ; ; ; ; ; ; ; ; ( , BMJ Global Health)
    Objective Progress towards equitable and sufficient water has primarily been measured by population-level data on water availability. However, higher-resolution measures of water accessibility, adequacy, reliability and safety (ie, water insecurity) are needed to understand how problems with water impact health and well-being. Therefore, we developed the Household Water InSecurity Experiences (HWISE) Scale to measure household water insecurity in an equivalent way across disparate cultural and ecological settings. Methods Cross-sectional surveys were implemented in 8127 households across 28 sites in 23 low-income and middle-income countries. Data collected included 34 items on water insecurity in the prior month; socio-demographics; water acquisition, use and storage; household food insecurity and perceived stress. We retained water insecurity items that were salient and applicable across all sites. We used classical test and item response theories to assess dimensionality, reliability and equivalence. Construct validity was assessed for both individual and pooled sites using random coefficient models. Findings Twelve items about experiences of household water insecurity were retained. Items showed unidimensionality in factor analyses and were reliable (Cronbach’s alpha 0.84 to 0.93). The average non-invariance rate was 0.03% (threshold <25%), indicating equivalence of measurement and meaning across sites. Predictive, convergent and discriminant validity were also established. Conclusions The HWISE Scale measures universal experiences of household water insecurity across low-income and middle-income countries. Its development ushers in the ability to quantify the prevalence, causes and consequences of household water insecurity, and can contribute an evidence base for clinical, public health and policy recommendations regarding water. 
    more » « less
  3. ; ; ( , British Journal of Educational Technology)
    Abstract

    Capturing evidence for dynamic changes in self‐regulated learning (SRL) behaviours resulting from interventions is challenging for researchers. In the current study, we identified students who were likely to do poorly in a biology course and those who were likely to do well. Then, we randomly assigned a portion of the students predicted to perform poorly to a science of learning to learn intervention where they were taught SRL study strategies. Learning outcome and log data (257 K events) were collected fromn = 226 students. We used a complex systems framework to model the differences in SRL including the amount, interrelatedness, density and regularity of engagement captured in digital trace data (ie, logs). Differences were compared between students who were predicted to (1) perform poorly (control,n = 48), (2) perform poorly and received intervention (treatment,n = 95) and (3) perform well (not flagged,n = 83). Results indicated that the regularity of students' engagement was predictive of course grade, and that the intervention group exhibited increased regularity in engagement over the control group immediately after the intervention and maintained that increase over the course of the semester. We discuss the implications of these findings in relation to the future of artificial intelligence and potential uses for monitoring student learning in online environments.

    Practitioner notes

    What is already known about this topic

    Self‐regulated learning (SRL) knowledge and skills are strong predictors of postsecondary STEM student success.

    SRL is a dynamic, temporal process that leads to purposeful student engagement.

    Methods and metrics for measuring dynamic SRL behaviours in learning contexts are needed.

    What this paper adds

    A Markov process for measuring dynamic SRL processes using log data.

    Evidence that dynamic, interaction‐dominant aspects of SRL predict student achievement.

    Evidence that SRL processes can be meaningfully impacted through educational intervention.

    Implications for theory and practice

    Complexity approaches inform theory and measurement of dynamic SRL processes.

    Static representations of dynamic SRL processes are promising learning analytics metrics.

    Engineered features of LMS usage are valuable contributions to AI models.

     
    more » « less
  4. ; ; ; ; ; ; ( , Marine Ecology)
    Abstract

    While ocean acidification is a global issue, the severity of ecosystem effects is likely to vary considerably at regional scales. The lack of understanding of how biogeographically separated populations will respond to acidification hampers our ability to predict the future of vital ecosystems. Cold‐water corals are important drivers of biodiversity in ocean basins across the world and are considered one of the most vulnerable ecosystems to ocean acidification. We tested the short‐term physiological response of the cold‐water coralLophelia pertusato three pH treatments (pH = 7.9, 7.75 and 7.6) for Gulf of Mexico (USA) and Tisler Reef (Norway) populations, and found that reductions in seawater pH elicited contrasting responses. Gulf of Mexico corals exhibited reductions in net calcification, respiration and prey capture rates with decreasing pH. In contrast, Tisler Reef corals showed only slight reductions in net calcification rates under decreased pH conditions while significantly elevating respiration and capture rates. These differences are likely the result of environmental differences (depth, pH, food supply) between the two regions, invoking the potential for local adaptation or acclimatization to alter their response to global change. However, it is also possible that variations in the methodology used in the experiments contributed to the observed differences. Regardless, these results provide insights into the resilience ofL. pertusato ocean acidification as well as the potential influence of regional differences on the viability of species in future oceans.

     
    more » « less
  5. ; ; ; ; ; ; ( , Advances in Nutrition)
    null (Ed.)
    ABSTRACT Water security is a powerful concept that is still in its early days in the field of nutrition. Given the prevalence and severity of water issues and the many interconnections between water and nutrition, we argue that water security deserves attention commensurate with its importance to human nutrition and health. To this end, we first give a brief introduction to water insecurity and discuss its conceptualization in terms of availability, access, use, and stability. We then lay out the empirical grounding for its assessment. Parallels to the food-security literature are drawn throughout, both because the concepts are analogous and food security is familiar to the nutrition community. Specifically, we review the evolution of scales to measure water and food security and compare select characteristics. We then review the burgeoning evidence for the causes and consequences of water insecurity and conclude with 4 recommendations: 1) collect more water-insecurity data (i.e., on prevalence, causes, consequences, and intervention impacts); 2) collect better data on water insecurity (i.e., measure it concurrently with food security and other nutritional indicators, measure intrahousehold variation, and establish baseline indicators of both water and nutrition before interventions are implemented); 3) consider food and water issues jointly in policy and practice (e.g., establish linkages and possibilities for joint interventions, recognize the environmental footprint of nutritional guidelines, strengthen the nutrition sensitivity of water-management practices, and use experience-based scales for improving governance and regulation across food and water systems); and 4) make findings easily available so that they can be used by the media, community organizations, and other scientists for advocacy and in governance (e.g., tracking progress towards development goals and holding implementers accountable). As recognition of the importance of water security grows, we hope that so too will the prioritization of water in nutrition research, funding, and policy. 
    more » « less
  • Citation Formats
  • MLA
  • APA
  • Chicago
  • BibTeX
  • Save / Share this Record
  • Send to Email