Document Type : Review Article
Authors
1 College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, QLD, Australia
2 School of Public Health & Social Work, Queensland University of Technology, Brisbane, QLD, Australia
3 Department of International Health, Johns Hopkins School of Public Health, Baltimore, MD, USA
4 Institute for Global Health, University College London, London, UK
5 Nossal Institute for Global Health, University of Melbourne, Melbourne, Australia
Abstract
Keywords
Non-communicable diseases (NCDs) are now the leading cause of death and disability, resulting in more than 41 million deaths annually and accounting for 71% of global mortality.1-3 Of the total NCD burden, 80% is attributed to cancer, diabetes, cardiovascular disease and chronic obstructive pulmonary disease, conditions that are largely preventable and driven by the risk factors of smoking, alcohol consumption, inadequate physical activity and poor diet.4 The global escalation in NCDs represents a threat to the health of populations, stability and responsiveness of health systems and the viability of national economic progression.5 It is for these reasons that NCDs have been identified by the World Economic Forum as one of the greatest global threats to economic development.6
The multisectoral nature of NCD determinants requires intervention beyond the health sector and demands policy consensus across diverse stakeholders.7 This multisectoral approach recognises that many decisions affecting the prevalence and impact of NCDs are determined by national and international policies related to trade, agriculture, urban planning and finance-interested parties in boardrooms of national and multinational corporations.7-9 As such, global recommendations for addressing NCDs increasingly reference and seek to address the underlying social and commercial determinants of health.10-12 Global recommendations focusing on supporting population behaviour change and minimising the impact of health-harming practices by corporations through enhanced regulation are bundled into packages such as the World Health Organization (WHO) NCD Best Buys.6,13
The use of fiscal measures to limit the impact of health-harming commodities, such as alcohol and tobacco, is not new.14 However, this policy space has gained additional attention in the last decade given the escalation of NCDs.15,16 Fiscal measures targeting tobacco and alcohol are now present in 161 and 156 countries respectively, having gained traction from the Framework Convention of Tobacco Control (FCTC),17 the Global Strategy to Reduce the Harmful use of Alcohol18 and the NCD Best Buys.6,19,20 Drawing on tobacco and alcohol taxation successes, measures have also been adapted and enhanced for use on a broader range of harmful commodities.21 Fiscal measures targeting sugar sweetened beverages, ultra-processed and energy-dense foods are now present in more than 45 countries and local jurisdictions globally.22-24
Research analysing the economic implications of fiscal measures is vast. However, the health literature in this space is concentrated on predictive forecasts and, to a lesser but growing extent, empirical ex post studies focused on high-income countries (HICs).25 Positive findings identifying economic and public health gains from fiscal measures hence derive almost exclusively from HIC-specific data, yet these measures are widely recommended for use in the more price sensitive markets of low- and middle-income countries (LMICs).25-27 With different political and economic contexts, the assumption that the political appetite, policy process and potential impact in LMICs will mirror HIC case studies is questionable and remains unsubstantiated by sufficient evidence.27-29 For example, the introduction of sugar sweetened beverage taxation in 31% of HICs compared to just 13% of LMICs23 questions whether measures can be successfully implemented in the distinctive political and economics landscapes of LMICs.
Although still in its infancy, there is growing research interest in fiscal measures in LMICs. Studies by Nakhimosky et al,30 Sassi et al,31 Sornpaisarn et al32 have begun to demonstrate the economic impact of fiscal measures in LMICs specifically. While Bump and Reich’s 2013 analysis of tobacco-specific fiscal measures provided one of the earliest political economy examples.33 This paper highlighted the important but under-researched articulation of the influence of political and economic dynamics on policy adoption. More recent work includes Wright and colleagues’ study reviewing global harmful commodity tax measures25; Hagenaars and colleagues’ work on policy content and policy context of energy dense food and sugar-sweetened beverage taxation in 13 (majority HIC) case studies24; and Bridge and colleagues’ overview of LMIC’s experiences in implementing soft drink specific fiscal measures.34 Building on these examples, but utilising a systematic scoping review and focussing on LMIC specifically, this paper aims to: (1) map evidence relating to policy content, stakeholder-related, procedural and contextual factor that shape harmful commodities focused fiscal measures; (2) identify points of convergence and divergence across the LMIC literature; and (3) compare LMIC specific findings with fiscal measures focused literature from HICs.
This study utilised scoping review methods developed by Arksey and O’Malley35 to identify, map and highlight potential gaps in LMIC policy process-relevant fiscal measures research. Detail on the application of the 5-stage framework, encompassing: (1) question identification, (2) study identification, (3) study selection, (4) data charting, and (5) collation and synthesis, is outlined below.
The research question emerged through iterative exploration of the broad themes of ‘fiscal policy’ and ‘NCDs.’ Acknowledging the breadth of this domain, source and study selection sought to balance comprehensiveness with feasibility.35
Four databases (PubMed, Embase, ProQuest, and Scopus) were searched using the key terms ‘health policy,’ ‘regulatory,’ ‘LMICs,’ ‘NCDs,’ ‘harmful commodities’ and their derivatives separated by the Boolean operator ‘AND’ for all except NCDs and harmful commodities where ‘OR’ was utilised to more comprehensively canvas relevant papers. We used broad search terms to capture additional fiscal measures content in research discussing policy responses to NCDs and their determinants more broadly. The full search strategy can be found in Supplementary file 1.
Database searches returned 5047 papers, yielding 4669 original English works once duplicates were removed (March 2019). As represented in Figure, articles were then excluded sequentially by the first author in consultation with the third/senior author based on title, abstract and full text. Inclusion criteria centred on papers demonstrating a focus on LMICs and policy process while also exhibiting an explicit link between health and fiscal measures. Application of this criteria led to the exclusion of 3660 papers based on titles. More specific criteria were subsequently applied to abstract and full-text screening to identify papers that provided explicit accounts of agenda setting, design and implementation of fiscal measures. These criteria excluded non-empirical works and prevalence, predictive, experimental, and outcome/impact-focused studies. A summary of inclusion/exclusion criteria can be found in Supplementary file 2. Abstract screening of 1009 works excluded 914 papers with many lacking empirical basis (n = 211) or a specific focus on fiscal measures (n = 296). Full text screening of the remaining 95 papers excluded an additional 44 lacking underpinning policy process focus (n = 23). This left a final set of 51 peer-reviewed research papers and book chapters. References lists of included papers and excluded papers of note were searched by hand resulting in the inclusion of 12 additional resources.
Grey literature was also sourced through selected agencies: WHO, World Bank, and International Monetary Fund (IMF). The grey literature search strategy applied the same key words and inclusion/exclusion parameters as those used in the academic database search and was undertaken by the first author in consultation with the third author. Publication repositories and search functions on each website were searched first. However, acknowledging the often-limited functionality of these mechanisms, Google domain searches were also conducted. Most of the reviewed reports and publications were excluded given their prospective focus on the projected benefits of measures. A total of 12 grey literature publications were included.
A final set of 75 papers, reports and book chapters were obtained for analysis through the combined database, grey literature and hand search strategies.
We conducted data charting, collation and synthesis using an iterative approach and following Ritchie and Spencer’s36qualitative data analysis framework. Data familiarisation was undertaken by the first author by generating a list of key ideas covered by the 75 included papers. These ideas formed the basis for an initial codebook workshopped by the first and third author, found in Supplementary file 3. A first round of coding was conducted using NVivo 12.37 The first and third author reviewed these codes and considered the data in light of various theoretical frameworks. Walt and Gilson’s38 policy triangle was selected to further refine analysis. The policy triangle is derived from LMIC-specific policy analysis and has been used in similar studies, including those by Hagenaars et al24 and Downs et al.39 While acknowledging inevitable overlap, blurred boundaries and dynamic interaction between the domains of policy content, actors, process and context, it was selected given its ability to support the identification of diverse factors and dynamics influencing the design and implementation of fiscal measures.
Recoding was undertaken utilising a refined codebook with codes pre-grouped corresponding with each policy triangle domain and, in the case of contextual factors, further refined by Leitcher’s40 framework of situations, structural, cultural and international/exogenous factors.38 Coding summaries were produced and used to visually map findings; these maps supported interpretation and write-up, using both deductive and inductive reasoning. The first author undertook preliminary synthesis of thematic areas, followed by consultation and critical evaluation by the second and third authors to provide additional depth of analysis. Table 1 summarises the 4 domains of the policy triangle and respective themes and subthemes that emerged during analysis.
Domains | Description of Domains | Identified Themes |
Content | The technical content or prescriptive detail included in policy documents. | • Earmarking |
• Taxation scope, rate and tiered structure | ||
Actors | The individuals, groups and organisations who interact with and influence policy. | • The influence of industry |
• Policy champions | ||
• Civil society engagement | ||
• Multilateral actors | ||
Process | The actions that influence how issues are recognised and how policies are designed, negotiated, communicated, implemented and evaluated. | • Framing |
• Evidence | ||
• Inter-ministerial policy dynamics | ||
• Implementation | ||
Context | The political, social, cultural, economic and international bounds in which actors work and policies are devised. | • Situational factors |
• Structural factors | ||
• Cultural factors | ||
• International/exogenous factors |
Results indicate that the study of policy processes of health-related fiscal measures in LMICs is an emerging field. The earliest included paper in this study was published in 1998 while most papers (n = 64) were published between 2009 and early 2019. Of the 75 papers identified, 47 studies (63%) focused on tobacco-related fiscal measures. Alcohol was the focus of 5 studies, while soft drink and food-related fiscal regulation were the focus of 6 and 4 papers, respectively. Thirteen papers sought to analyse more than one commodity-related fiscal measure. Utilising the World Bank 2019 categorization of income status,41 low-income countries were the focus of just 2 papers. Nineteen papers (25%) focused on fiscal measures initiated in lower-middle income countries while 28 (37%) analysed upper-middle income countries. The remaining 26 papers (35%) made comparisons across multiple countries with varying socioeconomic statuses. Geographically, Asia (n = 21) and Africa (n = 20) were the predominant regions of focus. South and Central America (n = 10) and the Pacific (n = 6) also featured prominently. While just 2 papers focused on Europe and one paper on the Middle East, this needs to be considered in light of the study’s LMIC-focus. Fifteen papers utilised cross-regional comparisons. A table incorporating the main attributes of each paper and their identification of themes linked to Walt and Gilson’s38 policy triangle can be found in Supplementary file 4.
The prescriptive detail and technical content outlined in policy documents is integral to conveying and achieving policy objectives. Two major themes were identified in the analysis of policy content: earmarking of revenue and tiered taxation measures.
Earmarking (ie, assigning government revenue to a specific purpose)42 was a commonly discussed policy mechanism in the reviewed literature. Administered through formal legal process in some instances and more symbolic forms of policy in others, the earmarking of funds garnered support for fiscal measures in some cases while fuelling inter-ministerial conflicts in others.
The benefits of earmarking to fiscal measure adoption were examined by 12 papers spanning the Pacific, Asia, South America, and Africa.15,42-52 Papers identified varied applications of dedicated revenue including additional non-specific budgetary allocations to health51; the development of health promotion funds or foundations15,43,47,50-52; subsidies for healthier alternatives15,50; tagged funding for organisational units45,49; and equity-based measures dedicating funds to universal health coverage or reparations for affected farmers and communities.42-44,46,48 While linked to diverse goals, earmarked funds can garner public and political support for fiscal measures by acting as a traceable policy output; overcoming a common retort that measures purely focus on revenue generation.44,47,53 In contrast however, a number of papers also identified earmarking to circumvent general public financial management; fuelling inter-ministerial conflicts and stalling or mitigating fiscal measures.42,54-57 Given the overlap between the domains of policy content and policy process, deliberative decision-making surrounding earmarking will be further discussed in the policy process domain.
Most fiscal measures in LMICs target single commodities with rigid parameters. Broader measures in some Small Island Developing States and Mexico are rare exceptions.51,58-60 This well-defined focus on a single commodity may permit consumers to substitute purchases with similarly unhealthy products, potentially undermining the health impact of the measure.24,51 However, as Hagenaars et al24 argue, a well-defined scope strengthens governments’ defence of measures in the face of corporate, community or international trade disputes. The scope of implemented measures may thus reflect a trade-off between public and political acceptability of the measure and effectiveness insofar as its impact on population health.
Literature also outlined diversity in the type of taxation prescribed. Taxation generally encompassed combinations of specific, ad valorem (a proportion of the estimated product value), value added and import taxations. Taxation rates also varied between and within commodities from as little as US$0.05 per packet of cigarette in Costa Rica,61 to as much as a 300% import levy on turkey tails in Samoa.50,62 Variability across measures and contexts indicates that fiscal measures are often designed to reflect local needs even if the catalyst for their use was external, such as ‘global best practice’ guidelines or the experience of other nations.
Governance and administrative benefits of simplified and uniform taxation measures were explicated by some papers,48,63,64 yet tiered structures, with rates based on production capacity or concentration of particular ingredients, were also common.55,59,65-68 Tiered taxations are promoted by a growing body of literature, including Baker et al53 and Roubal55 in relation to sweetened drinks, as a means of incentivising product reformulation.46,48,51 However, other sources suggest that tiered structures associated with some commodities can reflect industry involvement in weakening measures; ensuring that they are geared towards competitors or smaller fragments of the market.46,63,66 This has been the case with tobacco in Indonesia, where tiered measures have embedded conditions favourable to industry.65-68 As alluded to by Williams64 and Kaiser et al,48 if insufficiently monitored, tiered measures may also complicate administration and risk diminishing the health impact of fiscal measures.
Policy actors are individuals or groups who, formally or informally, are involved in the policy process.69 However, who is considered a policy actor, the power they wield and how interests are negotiated in formulating policy, depends on context and process.
Industry influence was the most commonly identified theme across the literature, covered by 88% (n = 66) of sources. Spanning conceptualisation, design, implementation and sustainability of fiscal measures, industry influence encompassed a range of tactics, criticisms and defences utilised by national and international corporations whose products were subject to proposed or introduced taxations.
The literature describes industries’ use of pre-emptive action to stave off regulatory measures. Intentional framing of industry activity as a significant source of LMIC employment and contributor to gross domestic product was a common tactic used to influence public and political opinion of fiscal measures.47-49,53,60,64,68,70-83 Framing was often coupled with the projection of negative ramifications for economically-vulnerable primary producers.48,57,65,71,73,78,81,82,84,85 This tactic was explicitly used by the International Tobacco Growers Association in response to mounting pressure for tobacco taxation in sub-Saharan Africa.82 Framing of economic flow-on effects permits industry advocates to paint fiscal measures as not only a threat to their bottom line but also to primary producers, employees and national economic prosperity. By extension, Mialon et al86 and Chavez44 also highlight the industry threat of offshoring; claiming fiscal measures to undermine the economic viability of local production. Such threats strike at LMICs’ economic interests and may ignite or fuel inter-ministerial conflicts.70,75,87,88 In some cases, threats have been compounded with real or perceived threats of retaliative trade action.33,50,59,73,86,89,90
Industry advocates also commonly highlight perceived unintended consequences of fiscal measures. Commonly identified consequences include cigarette smuggling33,42,45,48,54,56,57,61,67,70,73,81,90-97; a shift towards informal home-brewed alcohol48; and food and beverage unaffordability, nutrient deficiency and dehydration.64,91 Findings from Abedian et al and Coriakula et al53,98 suggest strategic links to the media, or indeed media ownership itself, to perpetuate this framing in the public sphere. Corporate social responsibility initiatives are also a common industry tactic to seek favourable public positioning.64,68,77,90,99 These covert industry tactics are also coupled with more overt mechanisms for mitigating the adoption of measures. Common techniques include fostering and embracing ties to the political and economic elite46,75,77,81,84,86,87,99,100; funding or supporting political parties86; and establishing lobbying and front groups prone to deception, disputing evidence and directly interfering in policy process.15,42,46,47,49,51,53,55,56,59,60,63,65,66,68,71,73,79,85,86,94,96-99,101-104 Industry interference often results in stalled or diluted fiscal mechanisms; undermining the strength and sustainability of measures.45,49,51,53,61,66,68,73,79,81,82,84,87,89,93,94,97,99,102,103,105,106 Lack of confidence in the relative advantage of different policy options is also commonly exploited by industry advocates as an opportunity to propose alternative, self-regulatory measures.55,59,67,86
Following the implementation of fiscal measures, corporate retaliation is sustained. Responses often align with previous pre-emptive action and seek to minimise impact on profits. Responses include offshoring to more favourable economic conditions, as noted by Holden & Lee in Central America100; restructuring manufacturing or labelling to exploit tiered or poorly constructed measures65,101; pursuing trade or legal recourse53; adjusting price to maintain market share or profitability92,95,107; and paying further lip service to, if not actively engaging in smuggling as identified by Van Walbeek.56
Forty-six papers (61%) detailed the influence of political commitment and leadership on the design and implementation of fiscal measures. Studies highlighted that effective implementation is contingent upon sustained endorsement and policy championing by executive levels of government.46,48,49,52,54,56,60,62,63,68,79-82,84,87,97,98,101,108-111 Most commonly, this consisted of public advocacy for measures by Presidents, Prime Ministers and national Ministers of Health. However, motivation underpinning elite support varied and included electoral commitments to tax or health reform48,60,80; changing political climates, as was the case in post-Apartheid South Africa56,71,81,82,84,97 and the fall of the New Order in Indonesia68; and personal convictions such as Prime Minister Erdogan in Turkey,109 President Yar’Adua in Nigeria110 and President Batlle in Uruguay.108 Sources indicate that the efficacy of state actor policy championing improved when advocacy was evidence-informed and recognised the harms associated with particular commodities.42,48,49,79,101 Mapa-Tassoa et al78 identified that ad-hoc and reactive instances of policy support by political elites were more likely to result in under-resourced, conflicting and piecemeal policy responses. Similar findings were echoed by Vateesatoket,52 who emphasised senior health experts to have a more sustained commitment to measures than career politicians.
Papers that analysed unsuccessful measures found that these measures were commonly undermined by a lack of sustained political commitment.65,74,75,78,92,96,104,105,112 Political ambivalence or lack of support at elite levels was often driven by industry framing of the perceived economic and political risks of taxation.42,65,74,85,93 As identified by Barraclough and Morrow72, the combination of industry framing and political ambivalence commonly resulted in political elites compromising their regulatory responsibilities in favour of potential political and economic gains. The scarcity of financial and human resources in the health sector also resulted in the prioritisation of responses to communicable diseases at the expense of actions to address NCDs.49,76,87,89,104,105,112 Ferreira-Borges et al89 further highlight that insufficient prioritisation of NCDs can be reinforced by the funding priorities of international donors.
Civil society engagement was identified as integral to successful fiscal measures in 35 papers (47%). Civil society groups included local, national and international research agencies and academics, special interest communities, and non-government organisations (NGOs) whose interests were strategically aligned.15,42,48,52,61,82 Spanning diverse contexts and commodities, these bodies often shaped public and political agendas,33,76,87 disseminated policy-relevant research,61,113 countered industry claims,73,82,110 and held governments to account.42,48,52,55,56,60 As demonstrated by lobbying from health professionals, researchers and civil society activists during the introduction of tobacco-related measures in South Africa,71,81,84 effective civil society groups often had high visibility and links to media and government.53,84,103,109,111 As elucidated by Kaiser et al,48 such groups often work across government and civil society to construct robust measures which bridge tensions and are less susceptible to hijacking by detractors. However, Barraclough and Morrow,72 Higashi et al74 and Mapa-Tassoa et al,78 found that the power of civil institutions diminished when targeted commodities had high public acceptance or where state ownership or sponsorship stifled the proposition of change.
Direct support by multilateral agencies, NGOs and philanthropic trusts was identified to expedite the design and implementation of fiscal measures. While the WHO was held in high regard for their technical advice,45,55,60,63,98 sources also highlighted multisectoral consensus building to derive from engagement with the Food and Agriculture Organization (FAO), IMF, the World Bank, and other national and international NGOs and philanthropic trusts.53,61,62,68,71,73,104,113 Locally-based offices of multilateral agencies, seed organisations and links between multi-lateral actors and local organisations sometimes blurred the boundaries between multilateral and civil society action. Financing and the supplementation of national economic, technical and legal capacities were the predominant forms of support, with each noted to be beneficial in overcoming common LMIC capacity constraints.53,60,61
Literature provided insights into 4 domains, also commonly identified in policy process theory114-119: the strategic portrayal of policy problems and fiscal solutions – often called ‘framing’120, the forms and use of evidence, inter-ministerial policy dynamics and policy implementation.
Literature identified three central frames: pro-health, pro-economic and (often industry-induced) scepticism of fiscal measures.24,50-52,55,64,81 As argued by Kaiser et al,48 these three unidimensional frames foster policy coalitions capable of elevating issues onto the political agenda. This was evidenced in links between multinational corporations, small business and unions in response to potential employment repercussions of fiscal measures55,65,83; and in coalitions formed between health professionals and families with claims of industry putting profits before health.52,53,92
The design and implementation phases of fiscal measures sometimes saw the emergence of nuanced frames capable of bridging more disparate interests.53 Onagan et al63 observed that measures framed with exclusive health or revenue objectives gained less inter-ministerial traction than those proposing dual objectives. The ‘win-win’ phraseology,121-123 often used to account for the projected health and economic benefits of fiscal health policy, is hence a particularly useful and well used frame for uniting otherwise disparate coalitions around mutually-beneficial goals.43,48,50,51,55,60,63
Alignment with the global health agenda, insofar as ratification of FCTC67,99,110,112 and revenue generation to support universal health coverage,42,46,48 were also beneficial frames capable of driving implementation. While evidence-based frames, which drew on diverse projections of impacts, were most likely to mobilise ideologically and politically dissimilar audiences; giving political and social traction to measures.48,53,63,71,73,85,98,104 This dynamic is best demonstrated by the Philippines’ and Thailand’s additional revenue investments in health, which led to policy backing by health-interested parties rather than those solely interested in economic benefits.48,52,63,124
The role of local, regional, global and industry-endorsed evidence was discussed in 45 papers (60%). As a whole, the literature emphasised that fiscal measures gained traction from diverse types of country-specific evidence.47,52,55,56,63,74,81,84,87,91 As articulated by Higashi et al47 and Hamann et al113 however, the appetite for context-specific evidence is not always matched by research availability, affordability or the capacity of LMIC governments and research institutions. Paucity of local evidence often forced governments to choose between stalling policy to await relevant evidence or, acknowledging momentum and proceeding with suboptimal information.49,52,74,79,85,113 Diffusion of regional or global evidence was beneficial in progressing fiscal measures and supported by pro-policy political elites and global health bodies.15,55,60 The use of more generalised data however was often criticised by industry and those opposing measures.24,52,86 In such instances, the availability of local albeit poorer quality evidence, often favouring or funded by industry, was enough to seed doubt amongst policy-makers, forcing compromise or delay.66,73,79
Evidence was predominantly used to justify measures by highlighting the magnitude of health burden or economic deficit.15,24,42,60,82,91,101,109,111 Commonly identified evidence included consumption patterns, disease burdens, price elasticity and revenue or health projections associated with policy initiation.15,24,42,53,63,81,82,91,109,111 Such evidence was beneficial in countering industry claims,42,56,61 supporting technical provisions,55 and mobilising and sustaining civil society groups and messaging.76,81 However across the literature, evidence was almost exclusively used to justify implementation but not inform the design of policy per se.80
Further, while few papers explicitly acknowledged the central role of political process on the design and implementation of measures, a handful of papers did recognise what is best surmised by Chantornvong et al105: that policy success depends as much on forms of “political evidence” as it does the application of health and economic specific knowledge.33,48,51,73,80,97,105 However, even amongst papers where political considerations were acknowledged, there remained limited empiric analysis and continued reliance on commentary, with the noteworthy exception of Kaiser and colleagues’48 political economy insights from the Philippines. As Sanni et al97 attest, technical evidence alone is insufficient to address politically contentious issues. Given the potential for political economy considerations to contribute positively to policy adoption, the deficit of evidence pertaining to political process and power dynamics is likely to be a missed opportunity to improve the design and implementation of measures.33,48,51,73,74,80,84,97,105
The multisectoral nature of fiscal measures requires policy development to bring together an extensive stakeholder base with diverse and, at times, conflicting priorities. At the intersection of health, trade, financial and agricultural interests, fiscal measures commonly fuel conflicts over policy jurisdictions.44,47,53,56,70,71,73,76,91,97 As outlined by Abediyi et al70 while dependent on framing and government objectives, cross-ministerial negotiations commonly stall or mitigate adoption. Pitso et al49 and Bump et al73 assert that, particularly in LMICs, inter-ministerial power asymmetries often favour financial and trade interests over health. If health measures are designed as part of broader fiscal reform, as was the case in Mexico60 and Tonga’s second and third iterations,58 this can accelerate implementation and permit governments to promote dual health and economic benefits.42,91 By contrast, when public sector and political officials perceive fiscal measures to challenge trade or economic interests, policy is often thwarted or enacted with health trade-offs.48 Protection of state-owned commodity producers and, as Abedian et al54 identify, the avoidance of earmarking revenue, are identified as 2 common trade-offs.72,74 In particular, earmarking is likely to draw opposition from national finance departments where, Van Walbeek56 argues, it may be perceived as economically inefficient and a violation of their role as gatekeepers of public financing. A push for earmarking, particularly when there is a distinct power imbalance between health and finance departments, has been identified by some sources to risk destabilising necessary multisectoral support for adoption of such measures.42,54-57
Despite the frequency of inter-ministerial conflicts in this space, papers also identified instances of inter-ministerial collaboration and its positive implications on the design and implementation of fiscal measures.15,43,48,52,58,63,71,79,80,91,101,104,108,111 Often linked to strategically developed multisectoral coalitions, the literature emphasised the importance of coordinating policy responses,76,89 and striving for genuine integration.79,91,111 Acknowledging the diverse interests of stakeholders, Coriakula et al101 highlight the effectiveness of inter-sectoral committee mechanisms in ensuring collaborative and iterative policy development capable of harmonising and overcoming potential policy conflicts.
Notwithstanding the automated nature of taxation compared to other policy instruments,125 included literature outlined poor resourcing, vested interests and the lack of timely monitoring as implementation challenges prone to undermining the success of fiscal measures. Insufficient supportive resourcing was identified as significantly impacting implementation.50,76,79,82,87,110,124 As noted by Barber and Ahsan,83 this was particularly apparent in administering tiered taxation measures prone to industry manipulation and insufficient oversight. Producers and suppliers were also found to engage in a range of tactics to undermine the effectiveness of implemented measures, including relabelling,50,101 absorbing taxation to maintain market share,51,83 supporting the importation of cheaper alternatives,51,83 and price over-adjustment to sustain profits.67 These tactics were also commonly aided by concurrent political disunity. Competing government interests and complex policy sign-off processes were identified as factors responsible for delaying the implementation of measures.50,59,84,90,92,97,98,103,104,110 Similar challenges, coupled with ill-defined success, insufficient resourcing and complex causal pathways were also identified as limiting effective policy monitoring and evaluation.24,42,51,83 Thus, frequently, little is known about the intended or unintended consequences of measures, as required to inform future adjustments.
Policy context analysis recognises that policy actors and processes exist within a context that ultimately influences the design and outcome of reform. Leichter’s40distinction between interlinked situations, structural, cultural and exogenous/international factors is a useful heuristic for consideration of contextual factors and their influence on policy.
Situational factors encompass focusing events or diffuse recognition of issues which elicit a policy response.40 The majority of papers linked fiscal measures to diffuse recognition, while some included papers (n = 23) explicitly delved into the situational “tipping point” responsible for the ideation of measures. From a health standpoint, lobbying from civil society was identified as beneficial in elevating the health burden and potential solution represented by fiscal measures with respect to the public, media and political agendas.80,82,97,98,110 Comparative analysis of tobacco measures by Sanni et al97 highlighted how the emergence of context-specific, localised evidence justified expedited implementation in South Africa, while similar measures stalled in Togo without such localised evidence. Far more frequently, however, demand for government revenue expansion was used to justify the design and implementation of measures.24,46,48,51,53,60,78,91,92,100,109,126 This was commonly linked to shrinking revenue from exports,91 increased demand for public expenditure,48,91 the ramifications of trade liberalisation on import tariffs24,51,53,78,100 and state-ownership or monopolies.46,92,109 While revenue generation motives were effective in garnering initial support from economically-interested parties, as articulated by Kaiser et al,48 the design of measures necessitates the incorporation of a broader perspective, such as good governance or pro-poor sentiments, to sustain necessary backing from stakeholders.
While not sparking issue recognition per se, election periods and political change-overs commonly enabled the implementation of fiscal measures.56,61,68,81,82,97,101,109,110 As a legacy of exiting leaders or the fulfilment of election promises by incumbents, fiscal measures that had already gained recognition on the policy agenda, were often expedited during leadership change-over.56,61,68,81,82,97,101,109,110
Despite the heterogeneity of LMIC contexts, papers commonly outlined demographic and epidemiological challenges; capacity constraints and institutional norms as interlinked structural influences on fiscal measures in LMICs.
The economic development status of countries affected political and public receptiveness to proposed fiscal policy solutions to NCDs. For example, the double burden of NCDs and communicable diseases127 experienced by many LMICs was, as previously articulated, detrimental to NCD prioritisation.49,76,87,89,104,105,112 However, various sources found that globalisation, urbanisation and climate change-induced food insecurity had amplified the burden of NCDs; increasing demand for effective policy responses.24,50,58,59,62 Population growth and increasing wealth have also made LMICs a more favourable market for the sellers of harmful commodities.48,70-72,82,83,90,98,99,103,104,124
Development-associated capacity constraints also challenge the design and implementation of fiscal measures. These include financial constraints,73,76,78,79,82,87,92,104,110,124 insufficient human resource and technical capacities to effectively negotiate trade deals,45,50,59,90,103 and sufficient resources to monitor and adjust fiscal measures where necessary.15,47,55,68,71,72,74,81,84,85,97,112
The political structure and prevailing institutional norms also govern how states engage in the design and implementation of fiscal measures. Literature identified state-ownership15,47,64,68,72,74,75,104; culture of industry engagement and acceptance of their framing of issues59,66,77,86,93; inter-ministerial hierarchies44,47,73,82; policy space afforded to civil society53,68,72,78,104; and, on one cited occasion, neoliberalism,98 as norms that shaped measures. The impact of these norms is best exemplified by the contrasting successes in tobacco-related measures in post-Apartheid South Africa56,81 and challenges posed by state-ownership and industry influence on measures in Indonesia,68 China,75 and Vietnam.47,74,104
Cultural factors, inclusive of history, religious sentiments and social structures have had a distinct influence on the design and implementation of fiscal measures.40 Commonly linked to consumption trends and cultural significance65,68,89,98 and historic links between government and local commodity producers49,54,56,64,66,71,72,81,82,85,94,97,98 cultural factors were often identified as key stalling points in the adoption of fiscal measures. As identified by Barraclough and Morrow72 and Ferreira-Borges et al,89 these factors were sometimes exploited by industry and those sympathetic to industry to delay or seed doubts around measures’ viability. By contrast, Achadi et al65 and Hoe et al109 found that religious objections to tobacco were beneficial in fostering a favourable political climate for fiscal measures in Indonesia and Turkey respectively. Growing nationalism also supported fiscal measures in post-apartheid South Africa56,71,81,84 and in response to pressure from the General Agreement on Tariffs and Trade for tobacco market liberalisation in Thailand.33,52,92,105 Papers by Thow et al51 and FAO et al,58 also indicated that measures often faced less objection in jurisdictions with a precedent for taxing harmful commodities.
The literature demonstrated that international factors had important and diverse influences on policy processes. Global factors supporting and inhibiting fiscal measures were identified in 51 papers (68%) and linked to trade agreements, the influence of multinational corporations and cross-border policy harmonisation.
The imposition of trade agreements on the control of harmful commodities was discussed in several papers. As outlined by Ferreira-Borges et al,89 trade agreements designed to reduce trade barriers, promote competition, lower prices and encourage consumption generally sit at odds with the goals of fiscal measures. By constraining regulatory action, trade agreements can limit policy space and fuel inter-ministerial conflict between trade and health.15,24,33,48,50,52,59,62,73,89 By provoking disputes or sanctions and impeding access to bodies such as the World Trade Organization (WTO), trade conditions complicate the design of fiscal measures.50,52,59 Further, as argued by Baker et al,53 past trade litigation is often a barrier to future measures in different jurisdictions, a condition known as “regulatory chill.” LMICs are particularly vulnerable to the threat of retaliative action given their more constrained trade, economic and legal capacities.53
The provision of foreign aid based on particular trade conditions determined by donors can also hamper the implementation of fiscal measures in LMICs. New Zealand’s threat of sanctions against a number of Pacific island nations for their health-related bans and proposed bans on turkey tails and mutton flaps exemplified this.50,62 Bump and Reich33 assert that such action demonstrates the power afforded to industry in influencing countries and, by extension, global trade policy. However, despite the limitations imposed by trade agreements, there is growing potential for evidence-based carve-outs, permitting discriminatory taxes on products proven to be detrimental to health.24,50 Moreover, the literature also highlighted WTO accession mandates and the threat of sanctions to have instigated government-wide review of fiscal measures. Fuelled by a sense of urgency, sanctions and accession parameters favoured multisectoral-supported fiscal measures in Thailand, the Philippines and Samoa.33,48,52,62,92,105
The growing transnational nature of industries themselves is also responsible for stalling and impeding the adoption of measures. Holden and Lee100 outline that the multinational nature of many harmful commodity producers fosters transnational coordination. Transnational action by corporations commonly includes global counter-advertisement and lobbying,15,66,98,100 the development of transnational front groups,57,60,77,93,103 cross-jurisdictional information sharing,100 and offshoring or restructuring to minimise loss of market share or profitability.86,95,100,107 The transnational nature of negative retaliative action was most apparent in contexts where measures were not unanimously supported by domestic actors; reigniting inter-ministerial conflicts between trade and health.33,73
Regional and global coalition building and direct support provision from multilateral organisations has however been advantageous in countering multinational corporations and supporting fiscal measures in LMICs. Information sharing and lesson-drawing commonly influenced policy processes and promoted policy transfer.42,45,48,52,54,61,71,78,100,103 Examples include the establishment of health promotion foundations, following successes of the Australian VicHealth model,15,42-52 and regional harmonisation of taxation to mitigate smuggling.48,54,61,78,100,103 Hoe et al109 also emphasised cross-country comparisons to be advantageous in informing policy processes, elevating dormant problems and their potential solutions onto national and international policy agendas.
Similarly, policies and objectives that have achieved global consensus, such as FCTC and the SDGs, also support the design and implementation of fiscal measures. By fuelling international political momentum which, Bump and Reich argue,33 has the potential to trump domestic affairs, dominant global health discourse provides a prominent frame for issue conceptualisation and timely state compliance acts as a signifier of responsive governance. For example, Tobacco-related papers consistently identified FCTC as instrumental in issue identification and the design of state responses.42,65,68,72,74,78,79,82,85,87,97,103,105,108-110 As outlined by Tam et al103 and others, FCTC’s legally binding tobacco taxation provisions have fostered a sustained commitment to effective fiscal measures amongst signatory nations.79,85,103,108,109 Further, despite Indonesia not being a signatory, Achadi et al65 and Rosser68 also identify FCTC to have garnered momentum and supported a review of tobacco control measures in light of the framework’s health and economic provisions. While not legally binding, a range of other global policies, including the NCD Best Buys and global and regional action plans on NCDs have also aided consensus building and mainstreamed fiscal solutions.15,76,80,87 More lateral global health objectives, including the SDGs and universal health coverage, have also been leveraged by states to justify fiscal measures as a means of increasing health budgets.46,48,58,63
Drawing on detail included in Supplementary file 4 and narrative summaries provided above, a summary of the state of the literature on health fiscal measures literature can be found in Table 2.
Subject |
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Methodology/focus |
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Content of analysis |
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The design and implementation of health-related fiscal measures in LMICs is shaped by a complex network of factors that vary across contexts. Nonetheless some commonalities were identified by this scoping review. Fiscal measures were more likely to be implemented when diverse local health and economic evidence sources were available; policies were championed by those in government and had inter-ministerial support; stakeholders from different sectors engaged in regular, open dialogue; and when regional and global political winds favoured change. Fiscal measures were less likely to be adopted when framing of issues and solutions were influenced by industry; real and perceived retaliative threats were made by powerful actors; during political climates of trade insecurity and regulatory chill; and when disharmony and vested interests prevented policy consensus within government. Overall, these factors suggest some important distinctions between HICs and LMICs in the design and implementation of fiscal measures, as is summarised in Table 3.
Factors Similar Across LMICs and HICs | Factors Unique to LMICs | |
Content |
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Actors |
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Process |
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Context |
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Abbreviations: LMICs, low- and middle-income countries, HICs, high-income countries; NCDs, non-communicable diseases.
This review demonstrated a substantial gap in research focused on food, alcohol or other beverage-specific fiscal measures, with the current literature reflective of the sustained global emphasis on tobacco regulation and taxation. Given the increasing momentum for broader policies in response to NCDs, the lack of in-depth analysis devoted to these areas signifies a failure to provide relevant and actionable evidence to support the design and implementation of fiscal measures. While lesson-drawing from tobacco is valid and, as emphasised by Dorfman et al,129 Nguyen et al,130 and Brownell and Warner,131 other industries have followed tactics used to resist tobacco regulation, an over-reliance on tobacco-specific literature fails to acknowledge the differences associated with other harmful commodities. There is hence a need for greater depth of research focused on a range of harmful commodity-related fiscal measures to overcome the unstated assumption implied by much of the literature: that mechanisms used in tobacco taxation are directly replicable to measures targeting foods, alcohol and other beverages. For example, the literature’s predominant representation of industry as a homogenous entity risks over-simplifying policy challenges and may negate the influence of consumer perception and the versatility of the food and beverage industry in shaping regulations.
This review also highlighted gaps in the breadth of policy actors identified, with many papers focused solely on the influence of industry. While important, particularly given the immense power afforded to industry actors in the political economies of LMICs, the literature’s preoccupation with industry precludes a more comprehensive assessment of the network of actors who influence the design and implementation of fiscal measures. For example, although only 38 studies (51%) examined inter-ministerial dynamics, sound relationships and agreement between state actors was pivotal to the fiscal measures’ success, and inter-ministerial conflicts often stalled or prevented measures. Given that public policy ultimately constitutes decisions made by state actors, the lack of attention to process dynamics and the views and actions of public persons and bodies is a critical gap in our understanding of how state actors negotiate competing interests.
Despite the emphasis placed on the influence of industry across the literature, very few papers explored potential root causes, with just Mambulu et al98 identifying neoliberalism as an underpinning determinant of private sector power. Global and local ideologies and dominant discourse are important contextual factors influencing the drive for and design of fiscal measures.132,133 With neoliberal policy preferences explicitly exported to LMICs as loan conditions from the IMF and World Bank in the 1990s,132 the pursuit of freer markets, with the promise of greater personal freedoms, peace and prosperity, remains a dominant global discourse. Encouraging trade, discouraging market regulation and, in turn, arguably promoting ‘consumptagenic systems,’134 neoliberalism sits at the heart of the escalating burden of NCDs and dictates the terms of potential remedial action.135 The scale, reach and wealth of corporations, particularly multi-national conglomerates, and their ability to mitigate and manipulate fiscal measures highlights an important power asymmetry between countries’ health interests and the economic interests of powerful private actors. However, some promise is found in recent support for fiscal measures by the IMF and World Bank and the implementation of measures by conservative governments.24,60,126 The altered stance of these agencies and governments demonstrates the possibility of reorientating the neoliberal agenda to recognise the importance and potential returns associated with investing in the health of ‘human capital.’136 Further research is necessary to explore the breadth of neoliberalism’s influence, as we currently have an incomplete picture of the barriers, tensions and political opportunities in assessing the feasibility of fiscal measures as a form of responsive public policy.
Many studies discussed the need for and use of health and economic evidence in the enactment of fiscal measures. However, while plentiful, evidence was almost exclusively discussed in relation to agenda setting. For example, country-specific data on disease prevalence and consumption of harmful commodities were identified as integral in driving public and political momentum for change. Yet analyses of policy design processes and policy content often demonstrated that technical detail became obsolete in negotiation processes, when garnering support from diverse stakeholders was paramount. This demonstrates a disjuncture in the evidence used during agenda setting and that used in the design of fiscal measures. Further, echoing Bump, Reich, Chantornvong and others,33,73,92,105,137 a deepening of policy analysis and recognition of other types of evidence necessary to inform the design and implementation of public policy is required. For example, integration of political economy considerations into prospective and retrospective analysis is likely to bring to light important dynamics integral to successful policy.
This study draws inspiration from the political economy approach outlined in Bump and Reich’s seminal work,33 but is distinct in its inclusion of fiscal measures relating to a broad range of harmful commodities (not just tobacco-related products). Our focus on LMICs also differentiates this analysis from more globally oriented work by Wright et al25 and Hagenaar et al.24 Application of a systematic approach and theory-driven analysis also allow us to add depth to observations made in Bridge and colleagues’ more general exploration of LMIC experiences and potential pitfalls in sugar-sweetened beverage taxation.34
Several limitations must also be noted. The choice of databases, repositories and exclusion of primary policy sources may have inadvertently limited the identification of relevant papers. Given the breadth of languages spoken across LMICs, the exclusion of papers published in languages other than English may also have led to the exclusion of relevant articles. While developed iteratively, predominately single author screening, coding and analysis may also have unintentionally excluded information of relevance although robust discussion between authors and review by the third author was designed to minimise this. The study’s reliance on secondary sources also creates the potential for misinterpretation. Embedding expert consultation as a final stage in the study’s design may also have strengthened findings.
This study’s identification and mapping of literature exploring and explaining the policy process of fiscal measures in LMICs reveals important findings for policy-makers and researchers alike.
Highlighting critical and interconnected factors influencing fiscal measures in LMICs, this study identifies a number of valuable lessons for future fiscal measures. The use of local health and economic evidence, policy championing, multisectoral engagement and inter-ministerial support, and global or regional momentum and technical support appear beneficial to the design and implementation of measures. By contrast industry framing and potential retaliation, vested interests and policy disjuncture across government were common factors associated with stalled or mitigated measures. Recognition of the presence or absence of these factors and intentional planning with such considerations in mind may hence support LMIC policy-makers in designing and implementing effective fiscal measures.
While acknowledging that what is known should inform policy, it is also pivotal that what remains unknown informs future research. As such, this study has highlighted considerable gaps in our understanding of the global, regional and national political economies which shape fiscal measures. A greater emphasis on empirical research that seeks to understand the context-specific power dynamics and the political intricacies of processes associated with the design and implementation of fiscal measures in LMICs is hence integral.
The growing burden of NCDs, and how it manifests in LMICs, is itself a product of political and economic forces. Effective policies responses hence demand evidence that acknowledge and account for such political economies.
Not applicable.
Authors declare that they have no competing interests.
LME and SMT conceived of the review. Data collection, charting, mapping, interpretation and analysis tasks were undertaken by LME with guidance from SMT and SLD. LME wrote the first draft of the manuscript and SMT and SLD provided critical input and feedback.
1College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, QLD, Australia. 2School of Public Health & Social Work, Queensland University of Technology, Brisbane, QLD, Australia. 3Department of International Health, Johns Hopkins School of Public Health, Baltimore, MD, USA. 4Institute for Global Health, University College London, London, UK. 5Nossal Institute for Global Health, University of Melbourne, Melbourne, Australia.
Supplementary file 1. Search Strategy.
Supplementary file 2. Criteria for Inclusion and Exclusion.
Supplementary file 3. Initial Codebook.
Supplementary file 4. Included Papers’ Alignment With the Domains of the Walt and Gilson Policy Triangle.