Responding to Climate and Environmental Change Impacts on Human Health via Integrated Surveillance in the Circumpolar North: A Systematic Realist Review
Abstract
:1. Introduction
2. Materials and Methods
2.1. Searching the Literature
2.2. Selecting Studies
2.3. Extracting, Analyzing, and Synthesizing Data from Relevant Articles
3. Results
3.1. Descriptive Characteristics of Integrated Surveillance Systems
3.2. Attributes of Integrated Surveillance Systems
3.3. Enabling Components of Integrated Surveillance Systems
3.3.1. Structural
3.3.2. Processual
3.3.3. Relational
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A
Appendix B
Data Extraction Categories | Questions |
---|---|
Article information | Title |
First author | |
Year | |
Journal | |
Geographic and methodological information | Study site, scope, and physical context—community, state/territory/province, country |
Population/community characteristics and socio-cultural context | |
Methodology/study design | |
Other methods-related notes | |
Main purpose | |
Environmental considerations | What are the considerations/implications for the natural environment? |
Human health considerations | What are the considerations/implications for human health? |
Attributes and components of integrated surveillance systems | What type of surveillance is being informed/developed/used—active, passive, sentinel? |
Is the article informing, developing, or using integrated surveillance? | |
Is “surveillance” explicitly described in the article? | |
Describe any attributes related to integrated surveillanceDescribe any enabling components related to integrated surveillance | |
How do the components described relate to surveillance attributes and enable surveillance activities? | |
Recommendations and implications | What are the recommendations? |
How do recommendations inform integrated surveillance? | |
Lessons that can be applied to future integrated environment and health surveillance work? | |
Describe any useful introductory or background material provided | |
Other | Weaknesses/limitations—what was not included or discussed in this article that would be useful to know? |
How will this article be used in the review? | |
How does this article relate to other articles in the review? |
Appendix C
Attribute | Definition | Example |
---|---|---|
Acceptability | Willingness of interested stakeholders and/or end-users to participate and use the system | In the case of a community-based surveillance system described by Driscoll et al. [84], environmental exposures selected for surveillance had to be of sufficient priority to community members so that they were willing to contribute to the collection of primary data on those exposures. |
Data quality | Completeness and validity of data, and processes of data acquisition | Dudarev et al. [136] sought to gather data on infectious and parasitic diseases in Arctic regions of Russia and Siberia and emphasized that data needed to be complete to enable accurate comparisons between locations and levels (i.e., regional and national levels). |
Flexibility | Ability of system to adapt to changing needs or operating conditions with little additional time, personnel, or funding | In response to logistical and communication challenges identified by hunters, graduate students, and biologists in a community-based wildlife health monitoring program, Brook et al. [109] adapted their sample collection protocol and training of hunters. |
Relevance | Ability of system to meet its intended purpose, as well as its practicality and affordability to operate | Pacyna et al. [103] used results from monitoring human exposure to persistent organic pollutants to inform strategies and policies on emission reduction in Arctic regions. |
Reliability | Confidence in the reliability of surveillance data and information; encompasses sensitivity and positive predictive value | Nilsson et al. [76] used measures of seroprevalence of food-borne diseases in humans to identify populations at risk, as this was described as an indicator of high predictive value. |
Representativeness | Ability of system to accurately describe the occurrence of an environment- or human health-related event over time, and describe its temporal and spatial distribution | In regular toxicological monitoring of wildlife subsistence hunts, Bond et al. [83] obtained samples from consumptive harvests to ensure results were representative of what communities were actually eating. |
Scalability | Ability of surveillance systems and data to connect within and between levels and contexts of operation in Northern populations and environments | Laidler et al. [70] explained how the potential for connectivity between local surveillance systems and national or international datasets could help decision-makers identify and understand patterns and trends in environment and human health issues. |
Simplicity | Considerations for ease of system design and operation | Collection of syndromic health data from trained stakeholders representing communities of interest, or sentinel communities, was reported by Driscoll et al. [84] to help bypass the need for clinical diagnoses, thereby making community-based surveillance systems simpler to operate. |
Stability or Sustainability | Ability of system to continuously and consistently serve its intended purpose over time, and/or collect environment and health data to produce sufficient information for explaining and comparing dynamic, complex environment-health interactions | Dunlap et al. [110] used long term monitoring of lipid profiles of sled dogs, a sentinel species, to observe the synergies among threats to the subsistence lifestyles of Northern communities over time. |
Timeliness | Ability of system to generate up-to-date information as needed, considered in terms of availability of information to inform public health responses | As recommended by Bronson and Noble [122], surveillance of environmental impacts of resource development should focus on monitoring determinants of human health to provide early warnings of the actual outcomes time lags in identifying climate-sensitive health outcomes. |
Appendix D
Reason(s) for Exclusion | Number of Articles Excluded |
---|---|
Not an empirical research study published in English between 2005–2016 | 4 |
Main site or focus is not an Arctic or Subarctic region of the Circumpolar North | 203 |
No considerations or implications for the natural environment | 6 |
No considerations or implications for human health | 15 |
No considerations or implications for surveillance | 17 |
Not an empirical research study published in English between 2000–2016, and main site/focus is not an Arctic or Subarctic region | 4 |
Not an empirical research study published in English between 2000–2016, and main site/focus is not an Arctic or Subarctic region, and no considerations or implications for surveillance | 2 |
Not an empirical research study published in English between 2000–2016, and main site/focus is not an Arctic or Subarctic region, and no considerations or implications for human health | 1 |
Main site or focus is not an Arctic or Subarctic region, and no considerations or implications for the natural environment | 20 |
Main site or focus is not an Arctic or Subarctic region, and no considerations or implications for the natural environment or surveillance | 14 |
Main site or focus is not an Arctic or Subarctic region, and no considerations or implications for the natural environment or human health | 1 |
Main site or focus is not an Arctic or Subarctic region, and no considerations or implications for human health | 20 |
Main site or focus is not an Arctic or Subarctic region, and no considerations or implications for surveillance | 75 |
Main site or focus is not an Arctic or Subarctic region, and no considerations or implications for human health or surveillance | 18 |
No considerations or implications for human health or surveillance | 2 |
Total number of articles excluded | 402 |
Appendix E
Citation | Main Arctic or Subarctic Region of Focus |
---|---|
Articles Informing, Reviewing, and/or Evaluating Integrated Surveillance | |
Abass et al. [94] | Circumpolar-wide |
Amstislavski et al. [99] | Kanin Peninsula (Russia) |
Andrachuk and Smit [130] | Tuktoyaktuk, NWT, Canada |
Austin et al. [68] | Northern Canada |
Banfield and Jardine [66] | Yellowknife, Northwest Territories (Canada) |
Berner et al. [90] | Circumpolar-wide |
Bhatia and Wernham [104] | North Slope, Alaska (USA) |
Bond et al. [83] | Newfoundland and Labrador (Canada) |
Bronson and Noble [122] | Northern Canada |
Brubaker et al. [113] | Alaska (USA) |
Brubaker et al. [121] | Northwest Alaska (USA) |
Burger [58] | Amchitka Island, Aleutian Chain, Alaska (USA) |
Byrne et al. [93] | St. Lawrence Island, Alaska (USA) |
Ding et al. [131] | Finland, Iceland, Norway, and Sweden |
Donaldson et al. [60] | Northern Canada |
Donaldson et al. [95] | Circumpolar-wide |
Dubé et al. [81] | Yukon River Basin (Canada and USA) |
Ford et al. [123] | Northern Canada |
Ford et al. [71] | Pan-Circumpolar |
Ford et al. [79] | Nunavut, Nunavik, and Nunatsiavut (Canada) |
Ford et al. [126] | Northern Canada |
Furgal and Seguin [72] | Northern Canada |
Gadamus [78] | Bering Strait Region, Alaska (USA) |
Gibson et al. [102] | Pan-Arctic |
Gunnarsdóttir et al. [116] | Iceland |
Harley et al. [127] | Prudhoe Bay and Fairbanks, Alaska (USA) |
Hori et al. [69] | James Bay Region, Northern Ontario (Canada) |
Hueffer et al. [61] | Alaska (USA) |
Kirk et al. [111] | Beaufort Sea, Alaska (USA) |
Konkel [132] | Alaska (USA) |
Kraemer et al. [59] | Circumpolar-wide |
Krzyzanowski [74] | Northeastern British Columbia (Canada) |
Kwiatkowski [114] | Northern Canada |
Lepak et al. [98] | Northwestern British Columbia (Canada) |
Lynn et al. [128] | Alaska (USA) |
Martin et al. [115] | Nunavik, Northern Quebec (Canada) |
McClymont Peace and Myers [105] | Northern Canada |
Metcalf and Robards [117] | Bering and Chukchi seas, Alaska (USA) |
Moiseenko et al. [124] | Lake Imandra watershed, Murmansk Oblast (Russia) |
Natalia [118] | Circumpolar-wide |
Noble and Bronson [129] | Northern Saskatchewan; Northwest Territories; and Voisey’s Bay, Northern Labrador (Canada) |
Noble and Bronson [112] | Northern Canada |
Parkinson [63] | Circumpolar-wide |
Parkinson and Butler [82] | Circumpolar-wide |
Pearce et al. [119] | Inuvialuit Settlement Region, Northwest Territories (Canada) |
Pearce et al. [125] | Ulukhaktok, Northwest Territories (Canada) |
Pennesi et al. [62] | Iqaluit, Nunavut (Canada) |
Provencher et al. [97] | Northern Canada |
Rosa et al. [133] | Barrow, Wainwright and Kaktovik, Alaska (USA) |
Smith et al. [120] | Northern Canada |
Tomaselli et al. [77] | Victoria Island, Nunavut (Canada) |
Tsuji et al. [64] | James Bay Region, Northern Quebec (Canada) |
Van Oostdam et al. [101] | Northern Canada |
Wernham [65] | North Slope Borough, Alaska (USA) |
Young et al. [91] | Circumpolar-wide |
Articles that Focused on Developing, Implementing, and/or Applying Integrated Surveillance | |
Berkes et al. [106] | Several regions across Northern Canada, including: the Beaufort Sea, Inuvialuit Settlement Region; Hudson Bay and James Bay regions of Northern Ontario and Quebec |
Brook et al. [109] | Sahtu Settlement Area, Northwest Territories (Canada) |
Bruden et al. [88] | Yukon-Kuskokwim Delta region, Alaska (USA) |
Burger [58] | Amchitka Island, Aleutian Chain, Alaska (USA) |
Burger and Gochfeld [107] | Adak Island, Aleutian Chain, Alaska (USA) |
Burger et al. [141] | Aleutian Chain, Alaska (USA) |
Dagsson-Waldhauserova et al. [137] | Iceland |
Do et al. [67] | Northwest Territories and Nunavut (Canada) |
Driscoll et al. [85] | Ketchikan, Angoon, Healy, Anderson, Cantwell, Point Hope, Kivalina, and Noatak, Nenana, Klawock, and Craig, Alaska (USA) |
Driscoll et al. [84] | Ketchikan, Angoon, Healy, Anderson, Cantwell, Point Hope, Kivalina, and Noatak, Alaska (USA) |
Dudarev et al. [136] | Select regions of the Russian Arctic, Siberia, and Far East |
Dunlap et al. [110] | Yukon River, Alaska (USA) |
Fall [135] | Alaska (USA) |
Ford et al. [108] | Iqaluit, Nunavut (Canada) |
Germain [87] | Blanc-Sablon, Lower North Shore of the St. Lawrence River and Kangiqsualujjuaq, Nunavik, Northern Quebec (Canada) |
Gunnarsdóttir et al. [75] | Iceland |
Huntington et al. [139] | Bering Strait Region (Russia and USA) |
Khalil et al. [80] | Northern Sweden |
Laidler et al. [70] | Cape Dorset, Igloolik, and Pangnirtung, Nunavut (Canada) |
Larrat et al. [92] | Nunavik, Northern Quebec (Canada) |
Ludwicki et al. [142] | Greenland |
Miller et al. [86] | St. Lawrence Island, Alaska (USA) |
Montrose et al. [73] | Fairbanks, Alaska (USA) |
Nilsson et al. [76] | Circumpolar-wide |
Pacyna et al. [103] | Circumpolar-wide |
Pardhan-Ali et al. [138] | Northwest Territories (Canada) |
Skandfer et al. [140] | Murmansk Oblast (Russia) |
Tremblay et al. [89] | Nunavik, Northern Quebec (Canada) |
Vlasova and Volkov [100] | Murmansk, Arkhagelsk Oblast, and Republic of Komi (Russia) |
Wesche et al. [134] | Old Crow, Yukon (Canada) |
Appendix F
Component | Definition | Example of Linkages to Surveillance Attributes and/or Activities | |
---|---|---|---|
Structural | Decision-making and accountability structures | Procedures for guiding decision-making related to surveillance information, and structures for holding decision-makers accountable for their actions | In the case of surveillance information that Germain [87] used to inform early-warnings of avalanche risks in Quebec, bottom-up approaches, in this context, were largely ineffective. Instead, top-down approaches from the municipal and provincial government were recommended. |
Enabling regulatory, policy, and funding environments | Resources, personnel, and other forms of support that provide or enhance enabling environments for surveillance activities | The International Circumpolar Surveillance system, as described by Parkinson [63] allowed for the collection and sharing of uniform laboratory and epidemiologic data between Arctic countries, and assisted in the development of coordinated prevention and control strategies. | |
Existing surveillance systems and/or data | Use of existing surveillance systems and data that focus on environment and/or health issues of interest | Pacyna et al. [103] described how assessment tools developed for the EU ArcRisk project were enhanced through use of existing databases, models, and monitoring systems from the Arctic Monitoring and Assessment Program. | |
Technologies and tools | Technological tools for capturing surveillance data, such as remote-sensing, Geographic Information Systems, and satellite imagery | Satellite imagery was one of many useful tools described by Laidler et al. [70] that Inuit in Iqaluit, Nunavut draw upon and used alongside experiential knowledge in monitoring sea ice dynamics. | |
Processual | Capacity to adapt or adjust surveillance activities | Capacity to adapt the processes and approaches to certain surveillance activities to allow for a system to be more responsive to changing environmental conditions as well as the needs of stakeholders and/or end-users | The iterative development of metrics, a survey instrument, and a protocol for collecting sentinel surveillance data on the health effects of climate change in Alaska by Driscoll et al. [84,85] led to targeted climate change adaptation strategies that were both locally-determined and data-driven. |
Involving distinct knowledge systems and disciplines | Capacity to involve multiple distinct knowledge systems and sources—such as local and Indigenous knowledge, and/or multiple disciplinary perspectives—in various stages of developing, implementing, and/or using surveillance systems | Tremblay et al. [89] explained how bringing together Indigenous and Western knowledge systems surrounding sea ice dynamics and climate change in Nunavik informed adaptation strategies for accessing land and resources that were grounded in more holistic understandings of environmental changes that respected Indigenous perspectives and worldviews. | |
Involving multiple sources and types of surveillance data | Use of multiple approaches to surveillance data collection and analysis (e.g., qualitative and quantitative) appropriate for the specific purpose(s) and use(s) of a surveillance system | In a Northern environmental impact assessment described by Bronson and Noble [122], quantitative data from mail-out surveys were supplemented with qualitative data from semi-structured interviews with stakeholders to provide additional data and understandings for identifying and monitoring human health determinants. | |
Relational | Capacity to recognize and meet stakeholder needs | Ability to involve stakeholders in decision-making processes related to the development and implementation of integrated surveillance systems | The main goals of the Nunavik Trichinellosis Prevention Program described by Larrat et al. [92] were to prevent human trichinellosis and indirectly participate in the public health mission of ensuring health by increasing food diversity and positively impacting economic, social, and cultural role of the walrus hunt. |
Communication strategies | Clear, consistent communication procedures and channels that allow for stakeholders to voice potential ideas or concerns in a timely manner | Communication about resource development projects was recommended by Banfield and Jardine [66] to be kept at the forefront in all consultations, decision-making processes, and long-term monitoring efforts to facilitate relevant public health promotion through ongoing information-sharing, reporting of on-site monitoring activities, and educational initiatives. | |
Strategies for managing collaborations involving multiple stakeholders | Efforts to encourage and sustain respectful and mutually-supportive collaboration among stakeholders involved in various stages of surveillance system development and implementation. | Collaboration among stakeholders helped to develop the community-based monitoring program described by Brook et al. [109] that provided more locally-relevant and useful information, ensured higher levels of support from all those involved, as well as functioned as a form of peer-review throughout the development process. | |
Strategies for engaging specific, key stakeholders | Efforts to identify and reach out to key individuals and groups to identify and address common goals as well as potential challenges related to integrated surveillance | Driscoll et al. [84] discussed how consultations with village and tribal administrators, community members, as well as with an international team of climate change researchers helped the research team identify categories of exposure to the environmental effects of climate change, measurable health outcomes, as well terminology to use in a survey tool as part of a community-based sentinel surveillance system in Alaska. | |
Training and educational opportunities | Provision of training or educational opportunities to key individuals and groups that strengthen or enhance approaches for collection, analyses, and interpretation of environment and health data | Hueffer et al. [61] recommended that additional resources and training were needed to ensure adequate numbers of trained staff were available to address the emerging public and wildlife health impacts posed by climate change in Alaska, and enhance the capacity to monitor those potentially climate-sensitive infections that are most likely to have a large public health impact. |
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Web of Science™ | MEDLINE® | |
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Natural environment terms 1 | ((climat * NEAR/2 (change or variabl * or extreme)) or global warm * or ice or disaster* or fire * or cyclone * or storm * or flood * or drought * or rain or snow or (tidal NEAR/2 wave *) or tornado * or (food NEAR/2 (suppl * or safe * or security or quality)) or (water NEAR/2 (suppl * or fresh or drink * or security or quality or pollut *)) or weather or (extreme NEAR/2 (cold or heat)) or (air NEAR/2 (quality or pollut *)) or humidity or temperature * or wind * or “ultraviolet rays” or (environment * NEAR/2 (monitor * or medicine or health or pollut * or exposure *))) | ((climat * adj2 (change or variabl * or extreme)) or global warm * or ice or disaster * or fire * or cyclone * or storm * or flood * or drought * or rain or snow or (tidal adj2 wave *) or tornado * or (food adj2 (suppl * or safe * or security or quality)) or (water adj2 (suppl * or fresh or drink * or security or quality or pollut *)) or weather or (extreme adj2 (cold or heat)) or (air adj2 (quality or pollut *)) or humidity or temperature * or wind * or ultraviolet rays or (environment * adj2 (monitor * or medicine or health or pollut * or exposure*))).tw. |
Surveillance terms | ((ecological * NEAR/3 monitor *) or (disease NEAR/2 notification) or ((surveillance or monitor * or track * or assess *) NEAR/3 (population or health* or environment *)) or ((prevent * or warn * or prepar * or surveillance or monitor * or track * or assess * or detect *) NEAR/3 (sentinel or health *)) or ((prevent * or warn * or prepar * or surveillance or monitor * or track * or assess * or detect * or adapt *) NEAR/3 system *) or (strategy * NEAR/3 (climat * or environment * or adapt *))) | ((ecological * adj3 monitor *) or (disease adj2 notification) or ((surveillance or monitor * or track * or assess *) adj3 (population or health * or environment *)) or ((prevent * or warn * or prepar * or surveillance or monitor * or track * or assess * or detect *) adj3 (sentinel or health *)) or ((prevent * or warn * or prepar * or surveillance or monitor * or track * or assess * or detect * or adapt *) adj3 system *) or (strategy * adj3 (climat * or environment * or adapt *))).tw. |
Human health terms | (health or wellbeing OR safe * or injur * or illness * or disease * or infect * or “frost bite *” or burn * or wound *) | (health or wellbeing OR safe * or injur * or illness * or disease * or infect * or frost bite * or burn * or wound *).tw. |
Geographic focus | (Circumpolar or polar or “Arctic Canada” or Canada or Alberta or “British Columbia” or “New Brunswick” or Manitoba or “Newfoundland and Labrador” or “Northwest Territories” or “Nova Scotia” or Nunavut or “Prince Edward Island” or Ontario or Quebec or Saskatchewan or Yukon or Nunavik or Nunatsiavut or Inuvialuit or Norway or Svalbard or Greenland or Denmark or Alaska or “United States” or Russia or Sweden or Finland or Iceland or Scandinavia or “Nordic countr *” or Arctic or North *) | (Circumpolar or polar or Arctic Canada or Canada or Alberta or British Columbia or Manitoba or Newfoundland and Labrador or Northwest Territories or Nunavut or Ontario or Quebec or Saskatchewan or Yukon or Nunavik or Nunatsiavut or Inuvialuit or Norway or Svalbard or Greenland or Alaska or Russia or Sweden or Finland or Iceland or Scandinavia or Nordic countr * or Arctic or North *).tw. |
Inclusion Criteria | Exclusion Criteria | |
---|---|---|
Publication information | Article was published in English or French | Not published in English or French |
Article was published between 2005 and 2016 | Article was published before 2005 or after 2016 | |
Primary or secondary study was published in a journal article | Theses, conference proceedings, reports, commentaries, etc. | |
Article context | Main site/focus and implications of the article were within “Arctic and/or Subarctic regions,” referring to High Arctic, Low Arctic, and Subarctic geographic areas in Circumpolar countries (Canada, the Faroe Islands, Finland, Greenland, Iceland, Norway, Russia, Sweden, and the United States) with an Arctic or Subarctic Köppen climate classification | Main site/focus and implications of the article were outside Arctic or Subarctic regions of Circumpolar countries |
Article focus | Article involved a biophysical environment-related change(s)/exposure(s)/issue(s) | Article involved an environmental change/exposure/issue that related to the built environment or “cultural landscape” created by humans |
Article included one or more outcome(s), condition(s), illness(es), disease(s), status(es), indicator(s), or determinant(s) related to the health and/or wellness of humans | Article did not involve any human health outcome(s), condition(s), illness(es), disease(s), status(es), indicator(s), or determinant(s) | |
Article focused on surveillance, defined as the continuous, systematic collection, analysis, and interpretation of environment and health-related data needed for the planning, implementation, and evaluation of public health research and/or practice, integrated with the dissemination of these data to end-users [35] | Article did not focus on the development, implementation, use, or evaluation of surveillance strategies, systems, or research |
Articles informing, reviewing, and/or recommending integrated surveillance systems | ||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Acceptability | Data quality | Flexibility | Relevance | Reliability | Representativeness | Scalability | Simplicity | Stability or sustainability | Timeliness | Number of attributes described | Decision-making and accountability structures | Existing surveillance systems and/or data | Policy, regulatory, and funding | Technologies and tools | Capacity to adapt surveillance activities | Involving distinct knowledge systems | Multiple sources/types of data collection | Capacity to meet stakeholder needs | Communication strategies | Strategies for managing collaborations | Strategies for engaging individual stakeholders | Training and educational opportunities | Number of components described | |
Young et al. [91] | 7 | 9 | ||||||||||||||||||||||
Berner et al. [90] | 8 | 8 | ||||||||||||||||||||||
Donaldson et al. [60] | 6 | 7 | ||||||||||||||||||||||
Ford et al. [79] | 2 | 6 | ||||||||||||||||||||||
Parkinson [63] | 4 | 6 | ||||||||||||||||||||||
Banfield and Jardine [66] | 3 | 5 | ||||||||||||||||||||||
Amstislavski et al. [99] | 6 | 5 | ||||||||||||||||||||||
Austin et al. [68] | 0 | 5 | ||||||||||||||||||||||
Kwiatkowski [114] | 2 | 5 | ||||||||||||||||||||||
Tsuji et al. [64] | 3 | 5 | ||||||||||||||||||||||
Martin et al. [115] | 4 | 5 | ||||||||||||||||||||||
Burger et al. [96] | 4 | 4 | ||||||||||||||||||||||
Donaldson et al. [95] | 6 | 4 | ||||||||||||||||||||||
Furgal and Seguin [72] | 5 | 4 | ||||||||||||||||||||||
Gunnarsdóttir et al. [116] | 3 | 4 | ||||||||||||||||||||||
Hueffer et al. [61] | 4 | 4 | ||||||||||||||||||||||
McClymont Peace and Myers [105] | 4 | 4 | ||||||||||||||||||||||
Metcalf and Robards [117] | 2 | 4 | ||||||||||||||||||||||
Natalia [118] | 1 | 4 | ||||||||||||||||||||||
Pearce et al. [119] | 2 | 4 | ||||||||||||||||||||||
Smith et al. [120] | 3 | 4 | ||||||||||||||||||||||
Wernham [65] | 3 | 4 | ||||||||||||||||||||||
Brubaker et al. [121] | 0 | 3 | ||||||||||||||||||||||
Noble and Bronson [112] | 2 | 3 | ||||||||||||||||||||||
Parkinson and Butler [82] | 3 | 3 | ||||||||||||||||||||||
Van Oostdam et al. [101] | 4 | 3 | ||||||||||||||||||||||
Bronson and Noble [122] | 4 | 2 | ||||||||||||||||||||||
Abass et al. [94] | 2 | 2 | ||||||||||||||||||||||
Bhatia and Wernham [104] | 3 | 2 | ||||||||||||||||||||||
Brubaker et al. [113] | 1 | 2 | ||||||||||||||||||||||
Byrne et al. [93] | 3 | 2 | ||||||||||||||||||||||
Dubé et al. [81] | 3 | 2 | ||||||||||||||||||||||
Ford et al. [123] | 1 | 2 | ||||||||||||||||||||||
Ford et al. [71] | 3 | 2 | ||||||||||||||||||||||
Gadamus [78] | 2 | 2 | ||||||||||||||||||||||
Krzyzanowski [74] | 3 | 2 | ||||||||||||||||||||||
Lepak et al. [98] | 2 | 2 | ||||||||||||||||||||||
Moiseenko et al. [124] | 1 | 2 | ||||||||||||||||||||||
Pearce et al. [125] | 2 | 2 | ||||||||||||||||||||||
Pennesi et al. [62] | 2 | 2 | ||||||||||||||||||||||
Tomaselli et al. [77] | 3 | 2 | ||||||||||||||||||||||
Bond et al. [83] | 2 | 1 | ||||||||||||||||||||||
Ford et al. [126] | 4 | 1 | ||||||||||||||||||||||
Gibson et al. [102] | 3 | 1 | ||||||||||||||||||||||
Harley et al. [127] | 1 | 1 | ||||||||||||||||||||||
Hori et al. [69] | 2 | 1 | ||||||||||||||||||||||
Lynn et al. [128] | 1 | 1 | ||||||||||||||||||||||
Noble and Bronson [129] | 1 | 1 | ||||||||||||||||||||||
Provencher et al. [97] | 5 | 1 | ||||||||||||||||||||||
Andrachuk and Smit [130] | 1 | 0 | ||||||||||||||||||||||
Ding et al. [131] | 2 | 0 | ||||||||||||||||||||||
Kirk et al. [111] | 2 | 0 | ||||||||||||||||||||||
Konkel [132] | 0 | 0 | ||||||||||||||||||||||
Kraemer et al. [59] | 3 | 0 | ||||||||||||||||||||||
Rosa et al. [133] | 3 | 0 | ||||||||||||||||||||||
Articles describing the development and/or implementation of integrated surveillance systems | ||||||||||||||||||||||||
Acceptability | Data quality | Flexibility | Relevance | Reliability | Representativeness | Scalability | Simplicity | Stability or sustainability | Timeliness | Number of attributes described | Decision-making and accountability structures | Existing surveillance systems and/or data | Policy, regulatory, and funding | Technologies and tools | Capacity to adapt surveillance activities | Involving distinct knowledge systems | Multiple sources/types of data collection | Capacity to meet stakeholder needs | Communication strategies | Strategies for managing collaborations | Strategies for engaging individual stakeholders | Training and educational opportunities | Number of components described | |
Laidler et al. [70] | 9 | 10 | ||||||||||||||||||||||
Tremblay et al. [89] | 5 | 10 | ||||||||||||||||||||||
Brook et al. [109] | 4 | 9 | ||||||||||||||||||||||
Wesche et al. [134] | 5 | 8 | ||||||||||||||||||||||
Ford et al. [108] | 3 | 8 | ||||||||||||||||||||||
Germain [87] | 6 | 7 | ||||||||||||||||||||||
Vlasova and Volkov [100] | 7 | 7 | ||||||||||||||||||||||
Driscoll et al. [84] | 7 | 6 | ||||||||||||||||||||||
Fall [135] | 4 | 6 | ||||||||||||||||||||||
Berkes et al. [106] | 6 | 6 | ||||||||||||||||||||||
Gunnarsdóttir et al. [75] | 4 | 6 | ||||||||||||||||||||||
Burger [58] | 4 | 5 | ||||||||||||||||||||||
Larrat et al. [92] | 8 | 5 | ||||||||||||||||||||||
Miller et al. [86] | 4 | 5 | ||||||||||||||||||||||
Driscoll et al. [85] | 8 | 4 | ||||||||||||||||||||||
Dudarev et al. [136] | 4 | 4 | ||||||||||||||||||||||
Nilsson et al. [76] | 6 | 3 | ||||||||||||||||||||||
Pacyna et al. [103] | 6 | 3 | ||||||||||||||||||||||
Burger and Gochfeld [107] | 5 | 3 | ||||||||||||||||||||||
Dagsson-Waldhauserova et al. [137] | 4 | 3 | ||||||||||||||||||||||
Pardhan-Ali et al. [138] | 3 | 2 | ||||||||||||||||||||||
Huntington et al. [139] | 1 | 2 | ||||||||||||||||||||||
Khalil et al. [80] | 3 | 2 | ||||||||||||||||||||||
Skandfer et al. [140] | 3 | 2 | ||||||||||||||||||||||
Dunlap et al. [110] | 5 | 1 | ||||||||||||||||||||||
Bruden et al. [88] | 4 | 1 | ||||||||||||||||||||||
Burger et al. [141] | 5 | 1 | ||||||||||||||||||||||
Ludwicki et al. [142] | 4 | 1 | ||||||||||||||||||||||
Montrose et al. [73] | 2 | 1 | ||||||||||||||||||||||
Do et al. [67] | 4 | 0 |
© 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Sawatzky, A.; Cunsolo, A.; Jones-Bitton, A.; Middleton, J.; Harper, S.L. Responding to Climate and Environmental Change Impacts on Human Health via Integrated Surveillance in the Circumpolar North: A Systematic Realist Review. Int. J. Environ. Res. Public Health 2018, 15, 2706. https://doi.org/10.3390/ijerph15122706
Sawatzky A, Cunsolo A, Jones-Bitton A, Middleton J, Harper SL. Responding to Climate and Environmental Change Impacts on Human Health via Integrated Surveillance in the Circumpolar North: A Systematic Realist Review. International Journal of Environmental Research and Public Health. 2018; 15(12):2706. https://doi.org/10.3390/ijerph15122706
Chicago/Turabian StyleSawatzky, Alexandra, Ashlee Cunsolo, Andria Jones-Bitton, Jacqueline Middleton, and Sherilee L. Harper. 2018. "Responding to Climate and Environmental Change Impacts on Human Health via Integrated Surveillance in the Circumpolar North: A Systematic Realist Review" International Journal of Environmental Research and Public Health 15, no. 12: 2706. https://doi.org/10.3390/ijerph15122706
APA StyleSawatzky, A., Cunsolo, A., Jones-Bitton, A., Middleton, J., & Harper, S. L. (2018). Responding to Climate and Environmental Change Impacts on Human Health via Integrated Surveillance in the Circumpolar North: A Systematic Realist Review. International Journal of Environmental Research and Public Health, 15(12), 2706. https://doi.org/10.3390/ijerph15122706