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Anser, et al.

                 Table 3. Arellano–Bond serial correlation          growth,  and  resilience  to  external  shocks.  Countries
                 estimates                                          with  energy  security  are  better  positioned  to  manage

                 Test     m‑        Rho        S.E. (rho)  Prob.    their water resources effectively. 47
                 order  statistic                                      As  the  global  population  continues  to  grow,
                 AR (1)  −0.006  −306886.996 48696645.623  0.995    intelligent  water  resource  management  becomes
                 AR (2)   NA      11900.195       NA        NA      increasingly  crucial.  To meet  rising demand,  nations
                                                                    must  prioritize  water  balance  –  ensuring  that  water
                 Source: Author’s estimate.                         supply  aligns  with  consumption  needs.  This  includes
                 Abbreviations: AR: Autocorrelation; Prob.: Probability;
                 S.E.: Standard error.                              strategies  such  as  optimizing  agricultural  irrigation,
                                                                    promoting water reuse, and encouraging conservation
                  The  GMM  methodology  employs  the  Arellano–    practices.  These  approaches  help  reduce  water  waste
                Bond tests for autocorrelation  (AR) (1) and  AR (2)   and improve efficiency, thereby aiding efforts to meet
                serial  correlation  to  assess  model  validity.  Under  the   population-driven water demand. 48
                null  hypothesis of no autocorrelation,  the  test  results   The  condition  of  global  water  supplies  is  directly
                indicate  that  the  AR(1)  probability  value  is  0.995.   tied  to  population  trends.  As  water  sources  come
                Therefore,  at  the  5%  significance  level,  the  null   under  increasing  stress,  protecting  both  human
                hypothesis  is  not  rejected,  confirming  the  absence  of   health  and  ecosystems  requires  a  strong  emphasis
                first-order autocorrelation in the model.           on  maintaining  water  quality.  Adequate  wastewater
                                                                    treatment and pollution control are especially important
                5. Discussion                                       in densely populated regions that are more vulnerable
                                                                    to  contamination.   Sustaining  a  growing  population
                                                                                    49
                Integrating water pollution control with water resource   demands  adequate  water  resources  for  agriculture,
                planning  is  recommended  to  ensure  water  resource   domestic  use,  and  industrial  activity.  However,
                management  that  is  both  socially  and  economically   uncontrolled  POPG  can  lead  to  the  overexploitation
                beneficial.   Improved  WS  regulation  can  yield  long-  of  water  resources,  aquifer  depletion,  and  ecosystem
                         44
                term economic benefits. When government agencies fail   degradation. Comprehensive land reforms are therefore
                                                                    essential to ensuring a sustainable water supply in the
                to  coordinate  water  resource  management  effectively,   face of continued population  pressure. Such reforms
                institutions may become fragmented. This fragmentation   should include proper land-use planning to strategically
                can lead to wasted resources, conflicting strategies, and   allocate  land  among  agricultural,  industrial,  and
                unnecessary duplication of efforts, leading to inefficient   urban  uses.   Promoting  sustainable,  water-efficient
                                                                               50
                water management.                                   agriculture  and  incorporating  water-sensitive  design
                  Streamlining water resource planning and eliminating   into urban planning are key strategies for effective long-
                legislative inefficiencies can help nations improve both   term water resources management.
                water consumption and cost management.  Disjointed     The impact of CROP on WS governance is closely
                                                     45
                water  resource  institutions  may  also  deter  businesses   tied to the agricultural sector, which is a major water
                and  investors.  Inconsistent  policies  and  regulatory   consumer  in  many  countries.  As  CROP  increases,
                uncertainty can restrict investment in water-dependent   so  does  the  demand  for  irrigation  water.  This  rising
                industries,  ultimately  slowing  economic  growth.  By   need  places  additional  pressure  on  water  supplies,
                contrast,  a  more  efficient  governmental  response  to   particularly  in arid regions.  The cultivation  of crops
                water shortages can produce positive financial impacts.  can exacerbate water shortage; therefore, nations must
                  First, improved water governance can optimize water   prioritize environmentally sustainable farming practices.
                use across sectors such as agriculture, manufacturing,   Adopting water-saving irrigation methods – such as drip
                and domestic consumption. Efficient resource utilization   irrigation – can assist in optimizing water consumption
                enhances productivity  and supports overall economic   and  reducing  water  wastage.  Agricultural  planning
                                                                                               51
                growth.   Second,  better  water  shortage  management   and  crop  selection  based  on  local  water  availability
                       46
                may stabilize the economy and attract greater investment.   and climatic conditions can further enhance water-use
                Businesses are more likely to invest in regions where   efficiency. Environmentally, agricultural production has
                water resources are reliable, contributing to job creation   significant implications for WS governance. In regions
                and  broader  economic  development.  Investments  in   already experiencing  soil desiccation  and severe  WS
                renewable  energy  also  support  innovation,  economic   due  to  global  warming  and  decreasing  precipitation,



                Volume 22 Issue 2 (2025)                       146                           doi: 10.36922/AJWEP025090057
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