Machine learning models for prediction of double and triple burdens of non-communicable diseases in Bangladesh
Article
Al-Zubayer, Md. Akib, Alam, Khorshed, Shanto, Hasibul Hasan, Maniruzzaman, Md., Majumder, Uttam Kumar and Ahammed, Benojir. 2024. "Machine learning models for prediction of double and triple burdens of non-communicable diseases in Bangladesh." Journal of Biosocial Science. 56 (3), pp. 426-444. https://doi.org/10.1017/S0021932024000063
| Article Title | Machine learning models for prediction of double and triple burdens of non-communicable diseases in Bangladesh |
|---|---|
| ERA Journal ID | 6022 |
| Article Category | Article |
| Authors | Al-Zubayer, Md. Akib, Alam, Khorshed, Shanto, Hasibul Hasan, Maniruzzaman, Md., Majumder, Uttam Kumar and Ahammed, Benojir |
| Journal Title | Journal of Biosocial Science |
| Journal Citation | 56 (3), pp. 426-444 |
| Number of Pages | 19 |
| Year | 2024 |
| Publisher | Cambridge University Press |
| Place of Publication | United Kingdom |
| ISSN | 0021-9320 |
| 0300-9645 | |
| 1469-7599 | |
| Digital Object Identifier (DOI) | https://doi.org/10.1017/S0021932024000063 |
| Web Address (URL) | https://www.cambridge.org/core/journals/journal-of-biosocial-science/article/machine-learning-models-for-prediction-of-double-and-triple-burdens-of-noncommunicable-diseases-in-bangladesh/97176C9A9AA6100C7040CA8ED2EC0D46 |
| Abstract | Increasing prevalence of non-communicable diseases (NCDs) has become the leading cause of death and disability in Bangladesh. Therefore, this study aimed to measure the prevalence of and risk factors for double and triple burden of NCDs (DBNCDs and TBNCDs), considering diabetes, hypertension, and overweight and obesity as well as establish a machine learning approach for predicting DBNCDs and TBNCDs. A total of 12,151 respondents from the 2017 to 2018 Bangladesh Demographic and Health Survey were included in this analysis, where 10%, 27.4%, and 24.3% of respondents had diabetes, hypertension, and overweight and obesity, respectively. Chi-square test and multilevel logistic regression (LR) analysis were applied to select factors associated with DBNCDs and TBNCDs. Furthermore, six classifiers including decision tree (DT), LR, naïve Bayes (NB), k-nearest neighbour (KNN), random forest (RF), and extreme gradient boosting (XGBoost) with three cross-validation protocols (K2, K5, and K10) were adopted to predict the status of DBNCDs and TBNCDs. The classification accuracy (ACC) and area under the curve (AUC) were computed for each protocol and repeated 10 times to make them more robust, and then the average ACC and AUC were computed. The prevalence of DBNCDs and TBNCDs was 14.3% and 2.3%, respectively. The findings of this study revealed that DBNCDs and TBNCDs were significantly influenced by age, sex, marital status, wealth index, education and geographic region. Compared to other classifiers, the RF-based classifier provides the highest ACC and AUC for both DBNCDs (ACC = 81.06% and AUC = 0.93) and TBNCDs (ACC = 88.61% and AUC = 0.97) for the K10 protocol. A combination of considered two-step factor selections and RF-based classifier can better predict the burden of NCDs. The findings of this study suggested that decision-makers might adopt suitable decisions to control and prevent the burden of NCDs using RF classifiers. |
| Keywords | Bangladesh; classification; machine learning; non-communicable diseases |
| Contains Sensitive Content | Does not contain sensitive content |
| ANZSRC Field of Research 2020 | 380201. Cross-sectional analysis |
| 420606. Social determinants of health | |
| 420305. Health and community services | |
| Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
| Byline Affiliations | Khulna University, Bangladesh |
| School of Business | |
| Centre for Health Research |
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Keramat, Syed Afroz, Ahammed, Benojir, Mohammed, Aliu, Seidu, Abdul-Aziz, Farjana, Fariha, Hashmi, Rubayyat, Ahmad, Kabir, Haque, Rezwanul, Ahmed, Sazia, Ali, Mohammad Afshar and Ahinkorah, Bright Opoku. 2022. "Disability, physical activity, and health-related quality of life in Australian adults: An investigation using 19 waves of a longitudinal cohort ." PLoS One. 17 (5 May), pp. 1-17. https://doi.org/10.1371/journal.pone.0268304Age-specific prevalence and predictors of tobacco consumption among male adults in India: subnational inequality and associated risk factors
Hasan, Md Masud, Quazi, Ali, Sarangapani, Nivarthi and Alam, Khorshed. 2023. "Age-specific prevalence and predictors of tobacco consumption among male adults in India: subnational inequality and associated risk factors." Journal of Public Health: Zeitschrift fuer Gesundheitswissenschaften. 31 (3), p. pages445–455. https://doi.org/10.1007/s10389-021-01507-zEducational mobility across generations of formally and informally employed: evidence from Pakistan
Kishwar, Shabana and Alam, Khorshed. 2021. "Educational mobility across generations of formally and informally employed: evidence from Pakistan." International Journal of Educational Development. 87, pp. 1-9. https://doi.org/10.1016/j.ijedudev.2021.102505Systematic reviews: understanding the best evidence for clinical decision-making in health care: pros and cons
Memon, Muhammed A., Khan, Shahjahan, Alam, Khorshed, Rahman, Md Mizanur and Yunus, Rossita M.. 2021. "Systematic reviews: understanding the best evidence for clinical decision-making in health care: pros and cons." Surgical Laparoscopy, Endoscopy and Percutaneous Techniques. 31 (2), pp. 234-240. https://doi.org/10.1097/SLE.0000000000000889Yield, profitability, and prospects of irrigated Boro rice cultivation in the North-West region of Bangladesh
Mainuddin, Mohammed, Alam, Md. Mahbubul, Maniruzzaman, Md., Kabir, Md. Jahangir, Mojid, Mohammad A., Hasan, Md. Masud, Schmidt, Erik J. and Islam, Md. Towfiqul. 2021. "Yield, profitability, and prospects of irrigated Boro rice cultivation in the North-West region of Bangladesh." PLoS One. 16 (4), pp. 1-23. https://doi.org/10.1371/journal.pone.0250897Age and gender differences in the relationship between obesity and disability with self-perceived employment discrimination: Results from a retrospective study of an Australian national sample
Keramat, Syed Afroz, Alam, Khorshed, Rana, Rezwanul Hasan, Shuvo, Suvasish Das, Gow, Jeff, Biddle, Stuart J. H. and Keating, Byron Keating. 2021. "Age and gender differences in the relationship between obesity and disability with self-perceived employment discrimination: Results from a retrospective study of an Australian national sample." Social Science and Medicine – Population Health. 16, pp. 1-9. https://doi.org/10.1016/j.ssmph.2021.100923Self-reported disability and its association with obesity and physical activity in Australian adults: results from a longitudinal study
Keramat, Syed Afroz, Alam, Khorshed, Sathi, Nusrat Jahan, Gow, Jeff, Biddle, Stuart J. H. and Al-Hanawi, Mohammed Khaled. 2021. "Self-reported disability and its association with obesity and physical activity in Australian adults: results from a longitudinal study." Social Science and Medicine – Population Health. 14, pp. 1-7. https://doi.org/10.1016/j.ssmph.2021.100765Households' out-of-pocket expenditure for healthcare in Bangladesh: A health financing incidence analysis
Sarker, Abdur Razzaque, Sultana, Marufa, Alam, Khorshed, Ali, Nausad, Sheikh, Nurnabi, Akram, Raisul and Morton, Alec. 2021. "Households' out-of-pocket expenditure for healthcare in Bangladesh: A health financing incidence analysis." International Journal of Health Planning and Management. 36 (6), pp. 2106-2117. https://doi.org/10.1002/hpm.3275Ecosystems, livelihood assets and willingness to pay for wetland conservation in Bangladesh
Al‑Amin, A. K. M. Abdullah, Alam, Khorshed, Shrestha, Uttam Babu, Prodhan, Masudul Haque, Hossain, Mostafa A. R., Sattar, Nahid, Hossain, M. J. and Akhter, Tahmina. 2021. "Ecosystems, livelihood assets and willingness to pay for wetland conservation in Bangladesh." Environment, Development and Sustainability: a multidisciplinary approach to the theory and practice of sustainable development. 23 (12), pp. 17503-17534. https://doi.org/10.1007/s10668-021-01398-wDoes innovation stimulate performance? The case of small and medium enterprises in regional Australia
Alam, Khorshed and Adeyinka, Adewuyi A.. 2021. "Does innovation stimulate performance? The case of small and medium enterprises in regional Australia." Australian Economic Papers. 60 (3), pp. 496-519. https://doi.org/10.1111/1467-8454.12216Obesity, disability and self-perceived health outcomes in Australian adults: a longitudinal analysis using 14 annual waves of the HILDA cohort
Keramat, Syed Afroz, Alam, Khorshed, Ahinkorah, Bright Opoku, Islam, Md Sariful, Islam, Md Irteja, Hossain, Md Zobayer, Ahmed, Sazia, Gow, Jeff and Biddle, Stuart J. H.. 2021. "Obesity, disability and self-perceived health outcomes in Australian adults: a longitudinal analysis using 14 annual waves of the HILDA cohort." ClinicoEconomics and Outcomes Research. 13, pp. 777-788. https://doi.org/10.2147/CEOR.S318094Association of maternal obesity with fetal and neonatal death: evidence from South and South-East Asian countries
Haque, Rezwanul, Keramat, Syed Afroz, Rahman, Syed Mahbubur, Mustafa, Maimun Ur Rashid and Alam, Khorshed. 2021. "Association of maternal obesity with fetal and neonatal death: evidence from South and South-East Asian countries." PLoS One. 16 (9), pp. 1-16. https://doi.org/10.1371/journal.pone.0256725Macroeconomic determinants of loan defaults: evidence from the U.S. peer-to-peer lending market
Nigmonov, Asror, Shams, Syed and Alam, Khorshed. 2022. "Macroeconomic determinants of loan defaults: evidence from the U.S. peer-to-peer lending market." Research in International Business and Finance. 59, pp. 1-13. https://doi.org/10.1016/j.ribaf.2021.101516Women’s empowerment and fertility decision-making in 53 low and middle resource countries: a pooled analysis of demographic and health surveys
Haque, Rezwanul, Alam, Khorshed, Rahman, Syed Mahbubur, Keramat, Syed Afroz and Al-Hanawi, Mohammed Khaled. 2021. "Women’s empowerment and fertility decision-making in 53 low and middle resource countries: a pooled analysis of demographic and health surveys." BMJ Open. 11 (6), pp. 1-12. https://doi.org/10.1136/bmjopen-2020-045952Trends in the prevalence of adult overweight and obesity in Australia, and its association with geographic remoteness
Keramat, Syed Afroz, Alam, Khorshed, Al-Hanawi, Mohammed Khaled, Gow, Jeff, Biddle, Stuart J. H. and Hashmi, Rubayyat. 2021. "Trends in the prevalence of adult overweight and obesity in Australia, and its association with geographic remoteness." Scientific Reports. 11, pp. 1-9. https://doi.org/10.1038/s41598-021-90750-1Prevalence of Mental Disorders by Socioeconomic Status in Australia: A Cross-Sectional Epidemiological Study
Hashmi, Rubayyat, Alam, Khorshed, Gow, Jeff and March, Sonja. 2021. "Prevalence of Mental Disorders by Socioeconomic Status in Australia: A Cross-Sectional Epidemiological Study." American Journal of Health Promotion. 35 (4), pp. 533-542. https://doi.org/10.1177/0890117120968656Financial development and health expenditure nexus: a global perspective
Rana, Rezwanul Hasan, Alam, Khorshed and Gow, Jeff. 2021. "Financial development and health expenditure nexus: a global perspective." International Journal of Finance and Economics. 26 (1), pp. 1050-1063. https://doi.org/10.1002/ijfe.1835Distribution of wealth-stratified inequalities on maternal and child health parameters and influences of maternal-related factors on improvements in child health survival rate in Bangladesh
Mahumud, Rashidul Alam, Gow, Jeff, Sarker, Abdur Razzaque, Sultana, Marufa, Hossain, Golam and Alam, Khorshed. 2021. "Distribution of wealth-stratified inequalities on maternal and child health parameters and influences of maternal-related factors on improvements in child health survival rate in Bangladesh." Journal of Child Health Care. 25 (1), pp. 93-109. https://doi.org/10.1177/1367493520909665Job-related characteristics and obesity in Australian employees: evidence from a longitudinal nationally representative sample
Keramat, Syed Afroz, Alam, Khorshed, Gow, Jeff and Biddle, Stuart J. H.. 2020. "Job-related characteristics and obesity in Australian employees: evidence from a longitudinal nationally representative sample." American Journal of Health Promotion. 34 (7), pp. 729-739. https://doi.org/10.1177/0890117119901093Impact of disadvantaged neighborhoods and lifestyle factors on adult obesity: evidence from a 5-year cohort study in Australia
Keramat, Syed Afroz, Alam, Khorshed, Gow, Jeff and Biddle, Stuart J. H.. 2021. "Impact of disadvantaged neighborhoods and lifestyle factors on adult obesity: evidence from a 5-year cohort study in Australia." American Journal of Health Promotion. 35 (1), pp. 28-37. https://doi.org/10.1177/0890117120928790Does ICT maturity catalyse economic development? Evidence from a panel data estimation approach in OECD countries
Ali, Mohammad Afshar, Alam, Khorshed and Taylor, Brad. 2020. "Does ICT maturity catalyse economic development? Evidence from a panel data estimation approach in OECD countries." Economic Analysis and Policy. 68, pp. 163-174. https://doi.org/10.1016/j.eap.2020.09.003Distribution and predictors associated with the use of breast cancer screening services among women in 14 low-resource countries
Mahumud, Rashidul Alam, Gow, Jeff, Keramat, Syed Afroz, March, Sonja, Dunn, Jeff, Alam, Khorshed and Renzaho, Andre M. N.. 2020. "Distribution and predictors associated with the use of breast cancer screening services among women in 14 low-resource countries." BMC Public Health. 20, pp. 1-15. https://doi.org/10.1186/s12889-020-09557-wThe Mediating Effect of Information and Communication Technology Usages on the Nexus Between Assistive Technology and Quality of Life Among People with Communication Disability
Ali, Mohammad Afshar, Alam, Khorshed and Taylor, Brad. 2020. "The Mediating Effect of Information and Communication Technology Usages on the Nexus Between Assistive Technology and Quality of Life Among People with Communication Disability." CyberPsychology, Behavior and Social Networking. 23 (5), pp. 338-345. https://doi.org/10.1089/cyber.2019.0598A longitudinal exploration of the relationship between obesity, and long term health condition with presenteeism in Australian workplaces, 2006-2018
Keramat, Syed Afroz, Alam, Khorshed, Gow, Jeff and Biddle, Stuart J. H.. 2020. "A longitudinal exploration of the relationship between obesity, and long term health condition with presenteeism in Australian workplaces, 2006-2018." PLoS One. 15 (8), pp. 1-17. https://doi.org/10.1371/journal.pone.0238260Cost-effectiveness evaluations of the 9-Valent human papillomavirus (HPV) vaccine: evidence from a systematic review
Mahumud, Rashidul Alam, Alam, Khorshed, Keramat, Syed Afroz, Ormsby, Gail M., Dunn, Jeff and Gow, Jeff. 2020. "Cost-effectiveness evaluations of the 9-Valent human papillomavirus (HPV) vaccine: evidence from a systematic review." PLoS One. 15 (6), pp. 1-15. https://doi.org/10.1371/journal.pone.0233499Gender differences in the longitudinal association between obesity, and disability with workplace absenteeism in the Australian working population
Keramat, Syed Afroz, Alam, Khorshed, Gow, Jeff and Biddle, Stuart. 2020. "Gender differences in the longitudinal association between obesity, and disability with workplace absenteeism in the Australian working population." PLoS One. 15 (5), pp. 1-14. https://doi.org/10.1371/journal.pone.0233512Determinants of ICT usage for healthcare among people with disabilities: The moderating role of technological and behavioural constraints
Ali, Mohammad Afshar, Alam, Khorshed and Taylor, Brad. 2020. "Determinants of ICT usage for healthcare among people with disabilities: The moderating role of technological and behavioural constraints." Journal of Biomedical Informatics. 108, pp. 1-11. https://doi.org/10.1016/j.jbi.2020.103480The changing relationship between health burden and work disability of Australian cancer survivors, 2003–2017: Evidence from a longitudinal survey
Mahumud, Rashidul Alam, Alam, Khorshed, Dunn, Jeff and Gow, Jeff. 2020. "The changing relationship between health burden and work disability of Australian cancer survivors, 2003–2017: Evidence from a longitudinal survey." BMC Public Health. 20, pp. 1-14. https://doi.org/10.1186/s12889-020-08710-9Selection of private or public hospital care: examining the care-seeking behaviour of patients with private health insurance
Rana, Rezwanul Hasan, Alam, Khorshed and Gow, Jeff. 2020. "Selection of private or public hospital care: examining the care-seeking behaviour of patients with private health insurance." BMC Health Services Research. 20, pp. 1-17. https://doi.org/10.1186/s12913-020-05253-yWealth stratified inequalities in service utilisation of breast cancer screening across the geographical regions: A pooled decomposition analysis
Mahumud, Rashidul Alam, Alam, Khorshed, Keramat, Syed Afroz, Renzaho, Andre M.N., Hossain, Md. Golam, Haque, Rezwanul, Ormsby, Gail M., Dunn, Jeff and Gow, Jeff. 2020. "Wealth stratified inequalities in service utilisation of breast cancer screening across the geographical regions: A pooled decomposition analysis." Archives of Public Health. 78, pp. 1-12. https://doi.org/10.1186/s13690-020-00410-5Water usage and productivity of Boro rice at the field level and their impacts on the sustainable groundwater irrigation in the North-West Bangladesh
Mainuddin, Mohammed, Maniruzzaman, Md., Alam, Md Mahubul, Mojid, Mohammed A., Schmidt, Erik J., Islam, Md. Towfiqul and Scobie, Michael. 2020. "Water usage and productivity of Boro rice at the field level and their impacts on the sustainable groundwater irrigation in the North-West Bangladesh." Agricultural Water Management. 240, pp. 1-12. https://doi.org/10.1016/j.agwat.2020.106294Gender-specific differences in care-seeking behaviour among lung cancer patients: a systematic review
Rana, Rezwanul Hasan, Alam, Fariha, Alam, Khorshed and Gow, Jeff. 2020. "Gender-specific differences in care-seeking behaviour among lung cancer patients: a systematic review." Journal of Cancer Research and Clinical Oncology. 146 (5), pp. 1169-1196. https://doi.org/10.1007/s00432-020-03197-8Wealth-related inequalities of women’s knowledge of cervical cancer screening and service utilisation in 18 resource-constrained countries: evidence from a pooled decomposition analysis
Mahumud, Rashidul Alam, Keramat, Syed Afroz, Ormsby, Gail M., Sultana, Marufa, Rawal, Lal B., Alam, Khorshed, Gow, Jeff and Renzaho, Andre M. N.. 2020. "Wealth-related inequalities of women’s knowledge of cervical cancer screening and service utilisation in 18 resource-constrained countries: evidence from a pooled decomposition analysis." International Journal for Equity in Health. 19 (1), pp. 1-15. https://doi.org/10.1186/s12939-020-01159-7The burden of chronic diseases among Australian cancer patients: evidence from a longitudinal exploration, 2007-2017
Mahumud, Rashidul Alam, Alam, Khorshed, Dunn, Jeff and Gow, Jeff. 2020. "The burden of chronic diseases among Australian cancer patients: evidence from a longitudinal exploration, 2007-2017." PLoS One. 15 (2). https://doi.org/10.1371/journal.pone.0228744Inequality in access to improved drinking water sources and childhood diarrhoea in low- and middle-income countries
Hasan, Md Masud and Alam, Khorshed. 2020. "Inequality in access to improved drinking water sources and childhood diarrhoea in low- and middle-income countries." International Journal of Hygiene and Environmental Health. 226. https://doi.org/10.1016/j.ijheh.2020.113493Does digital inclusion affect quality of life? Evidence from Australian household panel data
Ali, Mohammad Afshar, Alam, Khorshed, Taylor, Brad and Rafiq, Shuddhasattwa. 2020. "Does digital inclusion affect quality of life? Evidence from Australian household panel data." Telematics and Informatics. 51. https://doi.org/10.1016/j.tele.2020.101405Socioeconomic inequalities in mental health in Australia: Explaining life shock exposure
Hashmi, Rubayyat, Alam, Khorshed and Gow, Jeff. 2020. "Socioeconomic inequalities in mental health in Australia: Explaining life shock exposure." Health Policy. 124 (1), pp. 97-105. https://doi.org/10.1016/j.healthpol.2019.10.011Cost-effectiveness of the introduction of two-dose bi valent (Cervarix) and quadrivalent (Gardasil) HPV vaccination for adolescent girls in Bangladesh
Mahumud, Rashidul Alam, Gow, Jeff, Alam, Khorshed, Keramat, Syed Afroz, Hossain, Md Golam, Sultana, Marufa, Sarker, Abdur Razzaque and Islam, Sheikh M. Shariful. 2020. "Cost-effectiveness of the introduction of two-dose bi valent (Cervarix) and quadrivalent (Gardasil) HPV vaccination for adolescent girls in Bangladesh." Vaccine. 38 (2), pp. 165-172. https://doi.org/10.1016/j.vaccine.2019.10.037Health outcome and expenditure in low-income countries: does increasing diffusion of information and communication technology matter?
Rana, Rezwanul Hasan, Alam, Khorshed and Gow, Jeff. 2020. "Health outcome and expenditure in low-income countries: does increasing diffusion of information and communication technology matter?" Information Technology for Development. 26 (3), pp. 506-524. https://doi.org/10.1080/02681102.2019.1678455Obesity, long-term health problems, and workplace satisfaction: a longitudinal study of Australian workers
Keramat, Syed Afroz, Alam, Khorshed, Gow, Jeff and Biddle, Stuart J. H.. 2020. "Obesity, long-term health problems, and workplace satisfaction: a longitudinal study of Australian workers." Journal of Community Health. 45, pp. 288-300. https://doi.org/10.1007/s10900-019-00735-5Health expenditure and gross domestic product: causality analysis by income level
Rana, Rezwanul Hasan, Alam, Khorshed and Gow, Jeff. 2020. "Health expenditure and gross domestic product: causality analysis by income level." International Journal of Health Economics and Management. 20 (1), pp. 55-77. https://doi.org/10.1007/s10754-019-09270-1The impact of immigration on public and out-of-pocket health expenditure in OECD countries
Rana, Rezwanul Hasan, Alam, Khorshed and Gow, Jeff. 2020. "The impact of immigration on public and out-of-pocket health expenditure in OECD countries." Journal of International Migration and Integration. 21, pp. 485-508. https://doi.org/10.1007/s12134-019-00667-yEmerging cancer incidence, mortality, hospitalisation and associated burden among Australian cancer patients, 1982 - 2014: an incidence-based approach in terms of trends, determinants and inequality
Mahumud, Rashidul Alam, Alam, Khorshed, Dunn, Jeff and Gow, Jeff. 2019. "Emerging cancer incidence, mortality, hospitalisation and associated burden among Australian cancer patients, 1982 - 2014: an incidence-based approach in terms of trends, determinants and inequality." BMJ Open. 9 (12), pp. 1-19. https://doi.org/10.1136/bmjopen-2019-031874Inequality of childhood undernutrition in Bangladesh: a decomposition approach
Sarker, Abdur Razzaque, Sultana, Marufa, Sheikh, Nurnabi, Akram, Raisul, Ali, Nausad, Mahumud, Rashidul Alam, Alam, Khorshed and Morton, Alec. 2020. "Inequality of childhood undernutrition in Bangladesh: a decomposition approach." International Journal of Health Planning and Management. 35 (2), pp. 441-468. https://doi.org/10.1002/hpm.2918Measuring perinatal and postpartum quality of life of women and associated factors in semi-urban Bangladesh
Mahumud, Rashidul Alam, Ali, Nausad, Sheikh, Nurnabi, Akram, Raisul, Alam, Khorshed, Gow, Jeff, Sarker, Abdur Razzaque and Sultana, Marufa. 2019. "Measuring perinatal and postpartum quality of life of women and associated factors in semi-urban Bangladesh." Quality of Life Research. 28 (11), pp. 2989-3004. https://doi.org/10.1007/s11136-019-02247-0Ecological and economic growth interdependency in the Asian economies: an empirical analysis
Uddin, Gazi A., Alam, Khorshed and Gow, Jeff. 2019. "Ecological and economic growth interdependency in the Asian economies: an empirical analysis." Environmental Science and Pollution Research. 26 (13), pp. 13159-13172. https://doi.org/10.1007/s11356-019-04791-1Incorporating affordability, efficiency, and quality in the ICT development index: implications for index building and ICT policymaking
Ali, Mohammad Afshar, Alam, Khorshed and Taylor, Brad. 2020. "Incorporating affordability, efficiency, and quality in the ICT development index: implications for index building and ICT policymaking." The Information Society. 36 (2), pp. 71-96. https://doi.org/10.1080/01972243.2019.1702601Correction: Emerging cancer incidence, mortality, hospitalisation and associated burden among Australian cancer patients, 1982 – 2014: an incidence-based approach in terms of trends, determinants and inequality
Mahumud, Rashidul Alam, Alam, Khorshed, Dunn, Jeff and Gow, Jeff. 2020. "Correction: Emerging cancer incidence, mortality, hospitalisation and associated burden among Australian cancer patients, 1982 – 2014: an incidence-based approach in terms of trends, determinants and inequality ." BMJ Open. 10 (1). https://doi.org/10.1136/bmjopen-2019-031874corr1Determinants of access to eHealth services in regional Australia
Alam, Khorshed, Mahumud, Rashidul Alam, Alam, Fariha, Keramat, Syed Afroz, Erdiaw-Kwasie, Michael O. and Sarker, Abdur Razzaque. 2019. "Determinants of access to eHealth services in regional Australia." International Journal of Medical Informatics. 131, pp. 1-9. https://doi.org/10.1016/j.ijmedinf.2019.103960Smaller businesses and e-innovation: a winning combination in Australia
Alam, Khorshed, Adeyinka, Adewuyi Ayodele and Wiesner, Retha. 2020. "Smaller businesses and e-innovation: a winning combination in Australia." Journal of Business Strategy. 41 (2), pp. 39-48. https://doi.org/10.1108/JBS-11-2018-0186Do social exclusion and remoteness explain the digital divide in Australia? Evidence from a panel data estimation approach
Ali, Mohammad Afshar, Alam, Khorshed and Taylor, Brad. 2020. "Do social exclusion and remoteness explain the digital divide in Australia? Evidence from a panel data estimation approach." Economics of Innovation and New Technology. 29 (6), pp. 643-659. https://doi.org/10.1080/10438599.2019.1664708Diabetes mellitus and its association with hypertension in Ethiopia: a systematic review and meta-analysis
Tesfaye, Bekele, Alebel, Animut, Gebrie, Alemu, Zegeye, Abriham, Leshargie, Cheru Tesema, Ferede, Aster, Abera, Habtamu and Alam, Khorshed. 2019. "Diabetes mellitus and its association with hypertension in Ethiopia: a systematic review and meta-analysis." Diabetes Research and Clinical Practice. 156, pp. 1-12. https://doi.org/10.1016/j.diabres.2019.107838Dynamic relationship among environmental regulation, innovation, CO2 emissions, population, and economic growth in OECD countries: a panel investigation
Hashmi, Rubayyat and Alam, Khorshed. 2019. "Dynamic relationship among environmental regulation, innovation, CO2 emissions, population, and economic growth in OECD countries: a panel investigation." Journal of Cleaner Production. 231, pp. 1100-1109. https://doi.org/10.1016/j.jclepro.2019.05.325Measuring the concentration of information and communication technology infrastructure in Australia: do affordability and remoteness matter?
Ali, Mohammad Afshar, Alam, Khorshed and Taylor, Brad. 2020. "Measuring the concentration of information and communication technology infrastructure in Australia: do affordability and remoteness matter?" Socio-Economic Planning Sciences. 70. https://doi.org/10.1016/j.seps.2019.100737Do income distribution and socio-economic inequality affect ICT affordability? Evidence from Australian household panel data
Ali, Mohammad Afshar, Alam, Khorshed, Taylor, Brad and Rafiq, Shuddhasattwa. 2019. "Do income distribution and socio-economic inequality affect ICT affordability? Evidence from Australian household panel data." Economic Analysis and Policy. 64, pp. 317-328. https://doi.org/10.1016/j.eap.2019.10.003The cost-effectiveness of controlling cervical cancer using a new 9-valent human papillomavirus vaccine among school-aged girls in Australia
Mahumud, Rashidul Alam, Alam, Khorshed, Dunn, Jeff and Gow, Jeff. 2019. "The cost-effectiveness of controlling cervical cancer using a new 9-valent human papillomavirus vaccine among school-aged girls in Australia." PLoS One. 14 (10), pp. 1-18. https://doi.org/10.1371/journal.pone.0223658Renewable and non-renewable energy use and its relationship with economic growth in Myanmar
Ahmed, Shakoor, Alam, Khorshed, Sohag, Kazi, Gow, Jeff, Rashid, Afzalur and Akter, Mohsina. 2019. "Renewable and non-renewable energy use and its relationship with economic growth in Myanmar." Environmental Science and Pollution Research. 26 (22), pp. 22812-22825. https://doi.org/10.1007/s11356-019-05491-6Hazards, food insecurity and human displacement in rural riverine Bangladesh: implications for policy
Alam, G. M. Monirul, Alam, Khorshed, Mushtaq, Shahbaz, Sarker, Md Nazirul Islam and Hossain, Moazzem. 2020. "Hazards, food insecurity and human displacement in rural riverine Bangladesh: implications for policy." International Journal of Disaster Risk Reduction. 43, pp. 1-8. https://doi.org/10.1016/j.ijdrr.2019.101364Cost of caregivers for treating hospitalized diarrheal patients in Bangladesh
Sarker, Abdur Razzaque, Sultana, Marufa, Ali, Nausad, Akram, Raisul, Alam, Khorshed, Khan, Jahangir A.M. and Morton, Alec. 2019. "Cost of caregivers for treating hospitalized diarrheal patients in Bangladesh." Tropical Medicine and Infectious Disease. 4 (1), pp. 1-14. https://doi.org/10.3390/tropicalmed4010005Predictors of health care use in Australian cancer patients
Rana, Rezwanul Hasan, Alam, Khorshed, Gow, Jeff and Ralph, Nicholas. 2019. "Predictors of health care use in Australian cancer patients." Cancer Management and Research. 11, pp. 6941-6957. https://doi.org/10.2147/CMAR.S193615Militarisation, energy consumption, CO2 emissions and economic growth in Myanmar
Ahmed, Shakoor, Alam, Khorshed, Rashid, Afzalur and Gow, Jeff. 2020. "Militarisation, energy consumption, CO2 emissions and economic growth in Myanmar." Defence and Peace Economics. 31 (6), pp. 615-641. https://doi.org/10.1080/10242694.2018.1560566Changes in inequality of childhood morbidity in Bangladesh 1993-2014: a decomposition analysis
Mahumud, Rashidul Alam, Alam, Khorshed, Renzaho, Andre M. N., Sarker, Abdur Razzaque, Sultana, Marufa, Sheikh, Nurnabi, Rawal, Lal B. and Gow, Jeff. 2019. "Changes in inequality of childhood morbidity in Bangladesh 1993-2014: a decomposition analysis." PLoS One. 14 (6), pp. 1-19. https://doi.org/10.1371/journal.pone.0218515Do social networking sites build and maintain social capital online in rural communities?
Tiwari, Sanjib, Lane, Michael and Alam, Khorshed. 2019. "Do social networking sites build and maintain social capital online in rural communities?" Journal of Rural Studies. 66, pp. 1-10. https://doi.org/10.1016/j.jrurstud.2019.01.029Women’s Preferences for Maternal Healthcare Services in Bangladesh: Evidence from a Discrete Choice Experiment
Mahumud, Rashidul Alam, Alamgir, Nadia Ishrat, Hossain, Md. Tarek, Baruwa, Elaine, Sultana, Marufa, Gow, Jeff, Alam, Khorshed, Ahmed, Syed Masud and Khan, Jahangir A. M.. 2019. "Women’s Preferences for Maternal Healthcare Services in Bangladesh: Evidence from a Discrete Choice Experiment." Journal of Clinical Medicine. 8 (2), pp. 1-22. https://doi.org/10.3390/jcm8020132Influence of socio-demographic factors on mobile phone adoption in rural Bangladesh: policy implications
Alam, G. M. Monirul, Alam, Khorshed, Mushtaq, Shahbaz, Khatun, Most Nilufa and Mamun, M. S. Arifeen Khan. 2019. "Influence of socio-demographic factors on mobile phone adoption in rural Bangladesh: policy implications." Information Development: the international journal for librarians, archivists and information specialists. 35 (5), pp. 739-748. https://doi.org/10.1177/0266666918792040Drivers of food security of vulnerable rural households in Bangladesh: implications for policy and development
Alam, G. M. Monirul, Alam, Khorshed and Mushtaq, Shahbaz. 2018. "Drivers of food security of vulnerable rural households in Bangladesh: implications for policy and development." South Asia Economic Journal. 19 (1), pp. 43-63. https://doi.org/10.1177/1391561418761075Development of a richer measure of health outcomes incorporating the impacts of income inequality, ethnic diversity, and ICT development on health
Rana, Rezwanul Hasan, Alam, Khorshed and Gow, Jeff. 2018. "Development of a richer measure of health outcomes incorporating the impacts of income inequality, ethnic diversity, and ICT development on health." Globalization and Health. 14 (72), pp. 1-12. https://doi.org/10.1186/s12992-018-0385-2Strategies and barriers to adaptation of hazard-prone rural households in Bangladesh
Alam, G. M. Monirul, Alam, Khorshed, Mushtaq, Shahbaz, Khatun, Most Nilufa and Filho, Walter Leal. 2018. "Strategies and barriers to adaptation of hazard-prone rural households in Bangladesh." Filho, Walter Leal and Nalau, Johanna (ed.) Limits to climate change adaptation. Switzerland. Springer. pp. 11-24Performance of rain-fed Aman rice yield in Bangladesh in the presence of climate change
Sarker, Md. Abdur Rashid, Alam, Khorshed and Gow, Jeff. 2019. "Performance of rain-fed Aman rice yield in Bangladesh in the presence of climate change." Renewable Agriculture and Food Systems. 34 (4), pp. 304-312. https://doi.org/10.1017/S1742170517000473Ecological footprint and real income: panel data evidence from the 27 highest emitting countries
Uddin, Gazi Ashir, Salahuddin, Mohammad, Alam, Khorshed and Gow, Jeff. 2017. "Ecological footprint and real income: panel data evidence from the 27 highest emitting countries." Ecological Indicators. 77, pp. 166-175. https://doi.org/10.1016/j.ecolind.2017.01.003Assessing regional digital competence: Digital futures and strategic planning implications
Alam, Khorshed, Erdiaw-Kwasie, Michael, Shahiduzzaman, Md and Ryan, Barbara. 2018. "Assessing regional digital competence: Digital futures and strategic planning implications." Journal of Rural Studies. 60, pp. 60-69. https://doi.org/10.1016/j.jrurstud.2018.02.009An empirical investigation of the relationship between e-government development and the digital economy: The case of Asian countries
Ali, Mohammad Afshar, Hoque, Md Rakibul and Alam, Khorshed. 2018. "An empirical investigation of the relationship between e-government development and the digital economy: The case of Asian countries." Journal of Knowledge Management. 22 (5), pp. 1176-1200. https://doi.org/10.1108/JKM-10-2017-0477Turning around the least liveability: a cost-benefit framework for Dhaka
Alam, Khorshed. 2017. "Turning around the least liveability: a cost-benefit framework for Dhaka." Lomborg, Bjorn and Rahman, Mahfuzur (ed.) Bangladesh priorities: helping Vision 2021 a reality. New Market, Dhaka. A H Development Publishing House. pp. 21-57How do climate change and associated hazards impact on the resilience of riparian rural communities in Bangladesh? Policy implications for livelihood development
Alam, G. M. Monirul, Alam, Khorshed, Mushtaq, Shahbaz and Filho, Walter Leal. 2018. "How do climate change and associated hazards impact on the resilience of riparian rural communities in Bangladesh? Policy implications for livelihood development." Environmental Science and Policy. 84, pp. 7-18. https://doi.org/10.1016/j.envsci.2018.02.012Trade-off between CO2 emissions and income: is there any evidence of an Environmental Kuznets Curve in Australia?
Shahiduzzaman, Md and Alam, Khorshed. 2017. "Trade-off between CO2 emissions and income: is there any evidence of an Environmental Kuznets Curve in Australia?" Applied Economics Quarterly. 63 (2), pp. 211-231. https://doi.org/10.3790/aeq.63.2.211An extended conceptual framework to understand information and communication technology-enabled socio-economic development at community level in Bangladesh
Ashraf, Mahfuz, Grunfeld, Helena, Hoque, Md. Rakibul and Alam, Khorshed. 2017. "An extended conceptual framework to understand information and communication technology-enabled socio-economic development at community level in Bangladesh." Information Technology and People. 30 (4), pp. 736-752. https://doi.org/10.1108/ITP-03-2016-0067Special Section on Rural and Remote ICT: Broadband Rural, Regional and National Impacts
Lane, Michael, Middleton, Catherine, Zarnekow, Ruediger and Alam, Khorshed. 2016. "Special Section on Rural and Remote ICT: Broadband Rural, Regional and National Impacts ." Australasian Journal of Information Systems. 20, pp. 1-2. https://doi.org/10.3127/ajis.v20i0.1474Climate change perceptions and local adaptation strategies of hazard-prone rural households in Bangladesh
Alam, G. M. Monirul, Alam, Khorshed and Mushtaq, Shahbaz. 2017. "Climate change perceptions and local adaptation strategies of hazard-prone rural households in Bangladesh." Climate Risk Management. 17, pp. 52-63. https://doi.org/10.1016/j.crm.2017.06.006Corporate minerals and community development dilemma in the Surat Resource Region, Australia: implications for resource development planning
Erdiaw-Kwasie, Michael and Alam, Khorshed. 2017. "Corporate minerals and community development dilemma in the Surat Resource Region, Australia: implications for resource development planning." Environmental Science and Policy. 77, pp. 122-129. https://doi.org/10.1016/j.envsci.2017.08.006Turning around the least liveability: a cost–benefit framework for Dhaka
Alam, Khorshed. 2016. Turning around the least liveability: a cost–benefit framework for Dhaka. Dhaka, Bangladesh. Copenhagen Consensus Center.Integrated water resources management: are river basin committees in Brazil enabling effective stakeholder interaction?
Barbosa, Marina Costa, Mushtaq, Shahbaz and Alam, Khorshed. 2017. "Integrated water resources management: are river basin committees in Brazil enabling effective stakeholder interaction?" Environmental Science and Policy. 76, pp. 1-11. https://doi.org/10.1016/j.envsci.2017.06.002The effects of electricity consumption, economic growth, financial development and foreign direct investment on CO2 emissions in Kuwait
Salahuddin, Mohammad, Alam, Khorshed, Ozturk, Ilhan and Sohag, Kazi. 2018. "The effects of electricity consumption, economic growth, financial development and foreign direct investment on CO2 emissions in Kuwait." Renewable and Sustainable Energy Reviews. 81 (2), pp. 2002-2010. https://doi.org/10.1016/j.rser.2017.06.009Productivity, national broadband network and digital economy: challenges for Australia
Alam, Khorshed. 2012. "Productivity, national broadband network and digital economy: challenges for Australia." International Statistical Conference on Statistics in Planning and Development: Bangladesh Perspective (2012). Dhaka, Bangladesh 27 - 29 Dec 2012 Dhaaka, Bangladesh.Implementation challenges of water and land-use plans: a case study on the Guarani aquifer system in Sao Paulo, Brazil
Barbosa, M. C., Albuquerque, J. L., Ikematsu, P., Carvalho, A. M., Alam, K., Cavani, A. C. M. and Mushtaq, S.. 2012. "Implementation challenges of water and land-use plans: a case study on the Guarani aquifer system in Sao Paulo, Brazil." Lepetit, Julien (ed.) Water and Climate: Policy Implementation Challenges - 2nd Practical Responses to Climate Change Conference 2012. Canberra, Australia 01 - 03 May 2012 Australia.Bettering corporate social responsibility through empowerment and effective engagement practices: an Australian mining perspective
Erdiaw-Kwasie, Michael O., Alam, Khorshed and Shahiduzzaman, Md.. 2014. "Bettering corporate social responsibility through empowerment and effective engagement practices: an Australian mining perspective." Higgins, Colin, Hendry, Jamie R. and VanSandt, Craig V. (ed.) Reclaiming the Societal Dimension: 25th Annual Conference of the International Association for Business and Society (IABS). Sydney, Australia 19 - 22 Jun 2014 USA.Access to broadband internet and labour force outcomes: a case study of the Western Downs Region, Queensland
Alam, Khorshed and Mamun, Shamsul Arifeen Khan. 2017. "Access to broadband internet and labour force outcomes: a case study of the Western Downs Region, Queensland." Telematics and Informatics. 34 (4), pp. 73-84. https://doi.org/10.1016/j.tele.2016.12.011Rationalising water policy and the institutional and water governance arrangements in Sao Paulo, Brazil
Barbosa, Marina Costa, Mushtaq, Shahbaz and Alam, Khorshed. 2016. "Rationalising water policy and the institutional and water governance arrangements in Sao Paulo, Brazil." Water Policy. 18 (6), pp. 1353-1366. https://doi.org/10.2166/wp.2016.233Vulnerability to climatic change in riparian char and river-bank households in Bangladesh: implication for policy, livelihoods and social development
Alam, G.M. Monirul, Alam, Khorshed, Mushtaq, Shahbaz and Clarke, Michele L.. 2017. "Vulnerability to climatic change in riparian char and river-bank households in Bangladesh: implication for policy, livelihoods and social development." Ecological Indicators. 72, pp. 23-32. https://doi.org/10.1016/j.ecolind.2016.06.045The supply and use of broadband in rural Australia: an explanatory case study of the Western Downs Region
Lane, Michael, Tiwari, Sanjib and Alam, Khorshed. 2016. "The supply and use of broadband in rural Australia: an explanatory case study of the Western Downs Region." Australasian Journal of Information Systems. 20, pp. 1-24. https://doi.org/10.3127/ajis.v20i0.1202Modelling corporate stakeholder orientation: does the relationship between stakeholder background characteristics and corporate social performance matter?
Erdiaw-Kwasie, Michael O., Alam, Khorshed and Kabir, Enamul. 2017. "Modelling corporate stakeholder orientation: does the relationship between stakeholder background characteristics and corporate social performance matter?" Business Strategy and the Environment. 26 (4), pp. 465-479. https://doi.org/10.1002/bse.1930Does ecological footprint impede economic growth? An empirical analysis based on the environmental Kuznets curve hypothesis
Uddin, Gazi, Alam, Khorshed and Gow, Jeff. 2016. "Does ecological footprint impede economic growth? An empirical analysis based on the environmental Kuznets curve hypothesis." Australian Economic Papers. 55 (3), pp. 301-316. https://doi.org/10.1111/1467-8454.12061The relationship between labour force status and educational attainment: Evidence from a system of simultaneous equations model
Alam, Khorshed and Mamun, Shamsul Arifeen Khan. 2016. "The relationship between labour force status and educational attainment: Evidence from a system of simultaneous equations model." Economic Analysis and Policy. 52, pp. 55-65. https://doi.org/10.1016/j.eap.2016.07.005Influence of institutional access and social capital on adaptation decision: Empirical evidence from hazard-prone rural households in Bangladesh
Alam, G.M. Monirul, Alam, Khorshed and Mushtaq, Shahbaz. 2016. "Influence of institutional access and social capital on adaptation decision: Empirical evidence from hazard-prone rural households in Bangladesh." Ecological Economics. 130, pp. 243-251. https://doi.org/10.1016/j.ecolecon.2016.07.012Population age structure and savings rate impacts on economic growth: evidence from Australia
Uddin, Gazi A., Alam, Khorshed and Gow, Jeff. 2016. "Population age structure and savings rate impacts on economic growth: evidence from Australia." Economic Analysis and Policy. 52, pp. 23-33. https://doi.org/10.1016/j.eap.2016.08.002The effects of internet usage and economic growth on CO2 emissions in OECD countries: a panel investigation
Salahuddin, Mohammad, Alam, Khorshed and Ozturk, Ilhan. 2016. "The effects of internet usage and economic growth on CO2 emissions in OECD countries: a panel investigation." Renewable and Sustainable Energy Reviews. 62, pp. 1226-1235. https://doi.org/10.1016/j.rser.2016.04.018Water policy implementation in the state of São Paulo, Brazil: key challenges and opportunities
Barbosa, Marina Costa, Alam, Khorshed and Mushtaq, Shahbaz. 2016. "Water policy implementation in the state of São Paulo, Brazil: key challenges and opportunities." Environmental Science and Policy. 60, pp. 11-18. https://doi.org/10.1016/j.envsci.2016.02.017On the contribution of information and communication technology to productivity growth in Australia
Shahiduzzaman, Md, Layton, Allan and Alam, Khorshed. 2015. "On the contribution of information and communication technology to productivity growth in Australia." Economic Change and Restructuring: an international journal devoted to the study of comparative economics, planning and development. 48 (3-4), pp. 281-304. https://doi.org/10.1007/s10644-015-9171-9Information and communications technology and Australia’s regional economic competitiveness
Alam, Khorshed. 2015. Information and communications technology and Australia’s regional economic competitiveness. Toowoomba, Queensland. University of Southern Queensland.Towards understanding the digital divide in rural partnerships and development: a framework and evidence from rural Australia
Erdiaw-Kwasie, Michael O. and Alam, Khorshed. 2016. "Towards understanding the digital divide in rural partnerships and development: a framework and evidence from rural Australia." Journal of Rural Studies. 43, pp. 214-224. https://doi.org/10.1016/j.jrurstud.2015.12.002Towards understanding stakeholder salience transition and relational approach to 'better' corporate social responsibility: a case for a proposed model in practice
Erdiaw-Kwasie, Michael O., Alam, Khorshed and Shahiduzzaman, Md.. 2017. "Towards understanding stakeholder salience transition and relational approach to 'better' corporate social responsibility: a case for a proposed model in practice." Journal of Business Ethics. 144 (1), pp. 85-101. https://doi.org/10.1007/s10551-015-2805-zEstimating the major contributors to environmental impacts in Australia
Uddin, G. A., Alam, K. and Gow, G.. 2016. "Estimating the major contributors to environmental impacts in Australia." International Journal of Ecological Economics and Statistics. 37 (1), pp. 1-14.Does Internet Usage Stimulate the Accumulation of Social Capital? A Panel İnvestigation for Organization of Economic Cooperation and Development Countries
Salahuddin, Mohammad, Alam, Khorshed and Burton, Lorelle. 2016. "Does Internet Usage Stimulate the Accumulation of Social Capital? A Panel İnvestigation for Organization of Economic Cooperation and Development Countries ." International Journal of Economics and Financial Issues. 6 (1), pp. 347-352.Does internet stimulate the accumulation of social capital? A macro-perspective from Australia
Salahuddin, Mohammad, Tisdell, Clem, Burton, Lorelle and Alam, Khorshed. 2016. "Does internet stimulate the accumulation of social capital? A macro-perspective from Australia." Economic Analysis and Policy. 49, pp. 43-55. https://doi.org/10.1016/j.eap.2015.11.011Information and communication technology, electricity consumption and economic growth in OECD countries: a panel data analysis
Salahuddin, Mohammad and Alam, Khorshed. 2016. "Information and communication technology, electricity consumption and economic growth in OECD countries: a panel data analysis." International Journal of Electrical Power and Energy Systems. 76, pp. 185-193. https://doi.org/10.1016/j.ijepes.2015.11.005Is rapid growth in internet usage environmentally sustainable for Australia? An empirical investigation
Salahuddin, Mohammad, Alam, Khorshed and Ozturk, Ilhan. 2016. "Is rapid growth in internet usage environmentally sustainable for Australia? An empirical investigation." Environmental Science and Pollution Research. 23 (5), pp. 4700-4713. https://doi.org/10.1007/s11356-015-5689-7Social capital formation, internet usage and economic growth in Australia: evidence from time series data
Salahuddin, Mohammad, Tisdell, Clem, Burton, Lorelle and Alam, Khorshed. 2015. "Social capital formation, internet usage and economic growth in Australia: evidence from time series data." International Journal of Economics and Financial Issues. 5 (4), pp. 942-953.An empirical analysis of conservation practices, management and sustainability in the Sundarbans Mangrove Forest, Bangladesh
Roy, Anjan Kumer Dev, Alam, Khorshed and Gow, Jeff. 2015. "An empirical analysis of conservation practices, management and sustainability in the Sundarbans Mangrove Forest, Bangladesh." International Journal of Environment and Sustainable Development. 14 (4), pp. 332-350.Shaping our economic future: an e-impact study of small and medium enterprises in the Western Downs region, Queensland
Alam, Khorshed and Shahiduzzaman, Md. 2015. Shaping our economic future: an e-impact study of small and medium enterprises in the Western Downs region, Queensland. Toowoomba, Queensland. University of Southern Queensland.Assessing digital divide and its determinants: a case study of households’ perception in the Western Downs region of Queensland
Alam, Khorshed and Salahuddin, Mohammad. 2015. Assessing digital divide and its determinants: a case study of households’ perception in the Western Downs region of Queensland. Toowoomba, Queensland. University of Southern Queensland.The digital divide and social inclusion among refugee migrants: a case in regional Australia
Alam, Khorshed and Imran, Sophia. 2015. "The digital divide and social inclusion among refugee migrants: a case in regional Australia." Information Technology and People. 28 (2), pp. 344-365. https://doi.org/10.1108/ITP-04-2014-0083Internet usage, electricity consumption and economic growth in Australia: a time series evidence
Salahuddin, Mohammad and Alam, Khorshed. 2015. "Internet usage, electricity consumption and economic growth in Australia: a time series evidence." Telematics and Informatics. 32 (4), pp. 862-878. https://doi.org/10.1016/j.tele.2015.04.011Estimating the relationship between grain crop consumption in Australia and environmental sustainability
Uddin, Gazi A., Alam, Khorshed and Gow, Jeff. 2015. "Estimating the relationship between grain crop consumption in Australia and environmental sustainability." Journal of Developing Areas. 49 (6), pp. 49-60. https://doi.org/10.1353/jda.2015.0089Implications of out-migration in rural agriculture: a case study of Manapang Village, Tanahun, Nepal
Khanal, Uttam, Alam, Khorshed, Khanal, Ramesh C. and Regmi, Punya P.. 2015. "Implications of out-migration in rural agriculture: a case study of Manapang Village, Tanahun, Nepal." Journal of Developing Areas. 49 (1), pp. 331-352. https://doi.org/10.1353/jda.2015.0012Decomposition of energy-related CO2 emissions in Australia: challenges and policy implications
Shahiduzzaman, Md., Layton, Allan and Alam, Khorshed. 2015. "Decomposition of energy-related CO2 emissions in Australia: challenges and policy implications." Economic Analysis and Policy. 45, pp. 100-111. https://doi.org/10.1016/j.eap.2014.12.001Internet usage, economic growth and financial development in Australia
Salahuddin, Mohammad and Alam, Khorshed. 2014. "Internet usage, economic growth and financial development in Australia." 2014 Econometric Society of Australasian Meeting (ESAM) and Australian Conference of Economists (ACE). Hobart, Tasmania 01 - 04 Jul 2014Does broadband connectivity and social networking sites build and maintain social capital in rural communities?
Tiwari, Sanjib, Lane, Michael and Alam, Khorshed. 2015. "Does broadband connectivity and social networking sites build and maintain social capital in rural communities?" 26th Australasian Conference on Information Systems (ACIS 2015). Adelaide, Australia 30 Nov - 04 Dec 2015 Australia.The challenges and opportunities of delivering wireless high speed broadband services in Rural and Remote Australia: A Case Study of Western Downs Region (WDR)
Tiwari, Sanjib, Lane, Michael and Alam, Khorshed. 2015. "The challenges and opportunities of delivering wireless high speed broadband services in Rural and Remote Australia: A Case Study of Western Downs Region (WDR)." 26th Australasian Conference on Information Systems (ACIS 2015). Adelaide, Australia 30 Nov - 04 Dec 2015 Australia.Assessing the effects of climate change on rice yields: an econometric investigation using Bangladeshi panel data
Sarker, Md. Abdur Rashid, Alam, Khorshed and Gow, Jeff. 2014. "Assessing the effects of climate change on rice yields: an econometric investigation using Bangladeshi panel data." Economic Analysis and Policy. 44 (4), pp. 405-416. https://doi.org/10.1016/j.eap.2014.11.004Farmers’ adaptation to water scarcity in drought-prone environments: a case study of Rajshahi District, Bangladesh
Alam, Khorshed. 2015. "Farmers’ adaptation to water scarcity in drought-prone environments: a case study of Rajshahi District, Bangladesh." Agricultural Water Management. 148, pp. 196-206. https://doi.org/10.1016/j.agwat.2014.10.011AdvantAGE Australia
Haukka, Sandra, Alam, Khorshed and Robb, Walter. 2008. AdvantAGE Australia. Canberra, Australia. National Seniors Productive Ageing Centre (NSPAC).The long-run impact of information and communication technology on economic output: the case of Australia
Shahiduzzaman, Md. and Alam, Khorshed. 2014. "The long-run impact of information and communication technology on economic output: the case of Australia." Telecommunications Policy. 38 (7), pp. 623-633. https://doi.org/10.1016/j.telpol.2014.02.003Digital divide research in Australia: a critical review
Salahuddin, Mohammad and Alam, Khorshed. 2013. "Digital divide research in Australia: a critical review." Dalziel, Paul (ed.) 37th Annual Conference of the Australia and New Zealand Regional Science Association: Regions that Work: Research, Practice and Policy. Hervey Bay, Australia 03 - 06 Dec 2013 Lincoln, New Zealand.Ecological footprint and regional sustainability: a review of methodologies and results
Uddin, Gazi A., Alam, Khorshed and Gow, Jeff. 2013. "Ecological footprint and regional sustainability: a review of methodologies and results." Dalziel, Paul (ed.) 37th Annual Conference of the Australia and New Zealand Regional Science Association International (ANZRSAI 2013): Regions that Work: Research, Practice and Policy. Hervey Bay, Australia 03 - 06 Dec 2013 Canterbury, New Zealand.Community preferences for digital futures: a regional perspective
Alam, Khorshed and Shahiduzzaman, Md. 2013. "Community preferences for digital futures: a regional perspective." Dalziel, Paul (ed.) 37th Annual Conference of the Australia and New Zealand Regional Science Association International (ANZRSAI 2013): Regions that Work: Research, Practice and Policy. Hervey Bay, Australia 03 - 06 Dec 2013 Canterbury, New Zealand.Assessing the determinants of rice farmers' adaptation strategies to climate change in Bangladesh
Sarker, Md. Abdur Rashid, Alam, Khorshed and Gow, Jeff. 2013. "Assessing the determinants of rice farmers' adaptation strategies to climate change in Bangladesh." International Journal of Climate Change Strategies and Management. 5 (4), pp. 382-403. https://doi.org/10.1108/IJCCSM-06-2012-0033Sustainability through an alternative property-rights regime for Bangladesh's mangrove forest
Roy, Anjan Kumer Dev, Alam, Khorshed and Gow, Jeff. 2013. "Sustainability through an alternative property-rights regime for Bangladesh's mangrove forest." Geographical Review. 103 (3), pp. 372-389. https://doi.org/10.1111/j.1931-0846.2013.00004.xA reassessment of energy and GDP relationship: the case of Australia
Shahiduzzaman, Md. and Alam, Khorshed. 2014. "A reassessment of energy and GDP relationship: the case of Australia." Environment, Development and Sustainability: a multidisciplinary approach to the theory and practice of sustainable development. 16 (2), pp. 323-344. https://doi.org/10.1007/s10668-013-9479-4Community perceptions of state forest ownership and management: a case study of the Sundarbans mangrove forest in Bangladesh
Roy, Anjan Kumer Dev, Alam, Khorshed and Gow, Jeff. 2013. "Community perceptions of state forest ownership and management: a case study of the Sundarbans mangrove forest in Bangladesh." Journal of Environmental Management. 117, pp. 141-149. https://doi.org/10.1016/j.jenvman.2012.12.004Information technology and its changing roles to economic growth and productivity in Australia
Shahiduzzaman, Md. and Alam, Khorshed. 2014. "Information technology and its changing roles to economic growth and productivity in Australia." Telecommunications Policy. 38 (2), pp. 125-135. https://doi.org/10.1016/j.telpol.2013.07.003